id	sid	tid	token	lemma	pos
cblr-1758	1	1	scopino	scopino	ADJ
cblr-1758	1	2	–	–	PUNCT
cblr-1758	1	3	final	final	ADJ
cblr-1758	1	4	preparing	prepare	VERB
cblr-1758	1	5	financial	financial	ADJ
cblr-1758	1	6	regulation	regulation	NOUN
cblr-1758	1	7	for	for	ADP
cblr-1758	1	8	the	the	DET
cblr-1758	1	9	second	second	ADJ
cblr-1758	1	10	machine	machine	NOUN
cblr-1758	1	11	age	age	NOUN
cblr-1758	1	12	:	:	PUNCT
cblr-1758	1	13	the	the	DET
cblr-1758	1	14	need	need	NOUN
cblr-1758	1	15	for	for	ADP
cblr-1758	1	16	oversight	oversight	NOUN
cblr-1758	1	17	of	of	ADP
cblr-1758	1	18	digital	digital	ADJ
cblr-1758	1	19	intermediaries	intermediary	NOUN
cblr-1758	1	20	in	in	ADP
cblr-1758	1	21	the	the	DET
cblr-1758	1	22	futures	future	NOUN
cblr-1758	1	23	markets	market	NOUN
cblr-1758	1	24	gregory	gregory	PROPN
cblr-1758	1	25	scopino	scopino	PROPN
cblr-1758	1	26	nor	nor	CCONJ
cblr-1758	1	27	shall	shall	AUX
cblr-1758	1	28	you	you	PRON
cblr-1758	1	29	scare	scare	VERB
cblr-1758	1	30	us	we	PRON
cblr-1758	1	31	with	with	ADP
cblr-1758	1	32	talk	talk	NOUN
cblr-1758	1	33	of	of	ADP
cblr-1758	1	34	the	the	DET
cblr-1758	1	35	death	death	NOUN
cblr-1758	1	36	of	of	ADP
cblr-1758	1	37	the	the	DET
cblr-1758	1	38	race	race	NOUN
cblr-1758	1	39	.	.	PUNCT
cblr-1758	2	1	how	how	SCONJ
cblr-1758	2	2	should	should	AUX
cblr-1758	2	3	we	we	PRON
cblr-1758	2	4	dream	dream	VERB
cblr-1758	2	5	of	of	ADP
cblr-1758	2	6	this	this	DET
cblr-1758	2	7	place	place	NOUN
cblr-1758	2	8	without	without	ADP
cblr-1758	2	9	us	we	PRON
cblr-1758	2	10	?	?	PUNCT
cblr-1758	3	1	—	—	PUNCT
cblr-1758	3	2	richard	richard	PROPN
cblr-1758	3	3	wilbur1	wilbur1	PROPN
cblr-1758	3	4	humanity	humanity	NOUN
cblr-1758	3	5	is	be	AUX
cblr-1758	3	6	entering	enter	VERB
cblr-1758	3	7	the	the	DET
cblr-1758	3	8	second	second	ADJ
cblr-1758	3	9	machine	machine	NOUN
cblr-1758	3	10	age	age	NOUN
cblr-1758	3	11	,	,	PUNCT
cblr-1758	3	12	in	in	ADP
cblr-1758	3	13	which	which	PRON
cblr-1758	3	14	artificially	artificially	ADV
cblr-1758	3	15	intelligent	intelligent	ADJ
cblr-1758	3	16	computers	computer	NOUN
cblr-1758	3	17	and	and	CCONJ
cblr-1758	3	18	software	software	NOUN
cblr-1758	3	19	programs	program	NOUN
cblr-1758	3	20	(	(	PUNCT
cblr-1758	3	21	artificial	artificial	ADJ
cblr-1758	3	22	agents	agent	NOUN
cblr-1758	3	23	)	)	PUNCT
cblr-1758	3	24	will	will	AUX
cblr-1758	3	25	become	become	VERB
cblr-1758	3	26	involved	involved	ADJ
cblr-1758	3	27	in	in	ADP
cblr-1758	3	28	almost	almost	ADV
cblr-1758	3	29	every	every	PRON
cblr-1758	3	30	aspect	aspect	NOUN
cblr-1758	3	31	of	of	ADP
cblr-1758	3	32	society	society	NOUN
cblr-1758	3	33	.	.	PUNCT
cblr-1758	4	1	computers	computer	NOUN
cblr-1758	4	2	and	and	CCONJ
cblr-1758	4	3	software	software	NOUN
cblr-1758	4	4	programs	program	NOUN
cblr-1758	4	5	now	now	ADV
cblr-1758	4	6	drive	drive	VERB
cblr-1758	4	7	and	and	CCONJ
cblr-1758	4	8	park	park	NOUN
cblr-1758	4	9	cars	car	NOUN
cblr-1758	4	10	,	,	PUNCT
cblr-1758	4	11	fly	fly	VERB
cblr-1758	4	12	drones	drone	NOUN
cblr-1758	4	13	,	,	PUNCT
cblr-1758	4	14	compose	compose	VERB
cblr-1758	4	15	music	music	NOUN
cblr-1758	4	16	,	,	PUNCT
cblr-1758	4	17	sell	sell	VERB
cblr-1758	4	18	insurance	insurance	NOUN
cblr-1758	4	19	,	,	PUNCT
cblr-1758	4	20	manage	manage	VERB
cblr-1758	4	21	investments	investment	NOUN
cblr-1758	4	22	,	,	PUNCT
cblr-1758	4	23	and	and	CCONJ
cblr-1758	4	24	even	even	ADV
cblr-1758	4	25	write	write	VERB
cblr-1758	4	26	news	news	NOUN
cblr-1758	4	27	stories	story	NOUN
cblr-1758	4	28	.	.	PUNCT
cblr-1758	5	1	indeed	indeed	ADV
cblr-1758	5	2	,	,	PUNCT
cblr-1758	5	3	computers	computer	NOUN
cblr-1758	5	4	and	and	CCONJ
cblr-1758	5	5	software	software	NOUN
cblr-1758	5	6	programs	program	NOUN
cblr-1758	5	7	are	be	AUX
cblr-1758	5	8	far	far	ADV
cblr-1758	5	9	better––and	better––and	PROPN
cblr-1758	5	10	quicker––than	quicker––than	PROPN
cblr-1758	5	11	humans	human	NOUN
cblr-1758	5	12	at	at	ADP
cblr-1758	5	13	jobs	job	NOUN
cblr-1758	5	14	that	that	PRON
cblr-1758	5	15	involve	involve	VERB
cblr-1758	5	16	looking	look	VERB
cblr-1758	5	17	at	at	ADP
cblr-1758	5	18	numbers	number	NOUN
cblr-1758	5	19	and	and	CCONJ
cblr-1758	5	20	drawing	draw	VERB
cblr-1758	5	21	conclusions	conclusion	NOUN
cblr-1758	5	22	from	from	ADP
cblr-1758	5	23	them	they	PRON
cblr-1758	5	24	,	,	PUNCT
cblr-1758	5	25	which	which	PRON
cblr-1758	5	26	would	would	AUX
cblr-1758	5	27	include	include	VERB
cblr-1758	5	28	jobs	job	NOUN
cblr-1758	5	29	such	such	ADJ
cblr-1758	5	30	as	as	ADP
cblr-1758	5	31	investment	investment	NOUN
cblr-1758	5	32	advisors	advisor	NOUN
cblr-1758	5	33	and	and	CCONJ
cblr-1758	5	34	futures	future	NOUN
cblr-1758	5	35	traders	trader	NOUN
cblr-1758	5	36	.	.	PUNCT
cblr-1758	6	1	the	the	DET
cblr-1758	6	2	rise	rise	NOUN
cblr-1758	6	3	of	of	ADP
cblr-1758	6	4	automated	automate	VERB
cblr-1758	6	5	trading	trading	NOUN
cblr-1758	6	6	systems	system	NOUN
cblr-1758	6	7	(	(	PUNCT
cblr-1758	6	8	“	"	PUNCT
cblr-1758	6	9	atss	atss	NOUN
cblr-1758	6	10	”	"	PUNCT
cblr-1758	6	11	)	)	PUNCT
cblr-1758	6	12	that	that	PRON
cblr-1758	6	13	use	use	VERB
cblr-1758	6	14	high	high	ADJ
cblr-1758	6	15	-	-	PUNCT
cblr-1758	6	16	frequency	frequency	NOUN
cblr-1758	6	17	trading	trading	NOUN
cblr-1758	6	18	strategies	strategy	NOUN
cblr-1758	6	19	in	in	ADP
cblr-1758	6	20	the	the	DET
cblr-1758	6	21	futures	future	NOUN
cblr-1758	6	22	markets	market	NOUN
cblr-1758	6	23	is	be	AUX
cblr-1758	6	24	but	but	CCONJ
cblr-1758	6	25	one	one	NUM
cblr-1758	6	26	example	example	NOUN
cblr-1758	6	27	of	of	ADP
cblr-1758	6	28			PROPN
cblr-1758	6	29	adjunct	adjunct	ADJ
cblr-1758	6	30	professor	professor	NOUN
cblr-1758	6	31	of	of	ADP
cblr-1758	6	32	law	law	NOUN
cblr-1758	6	33	,	,	PUNCT
cblr-1758	6	34	cornell	cornell	PROPN
cblr-1758	6	35	law	law	NOUN
cblr-1758	6	36	school	school	NOUN
cblr-1758	6	37	;	;	PUNCT
cblr-1758	6	38	special	special	ADJ
cblr-1758	6	39	counsel	counsel	NOUN
cblr-1758	6	40	,	,	PUNCT
cblr-1758	6	41	division	division	NOUN
cblr-1758	6	42	of	of	ADP
cblr-1758	6	43	swap	swap	NOUN
cblr-1758	6	44	dealer	dealer	NOUN
cblr-1758	6	45	and	and	CCONJ
cblr-1758	6	46	intermediary	intermediary	ADJ
cblr-1758	6	47	oversight	oversight	NOUN
cblr-1758	6	48	(	(	PUNCT
cblr-1758	6	49	“	"	PUNCT
cblr-1758	6	50	dsio	dsio	PROPN
cblr-1758	6	51	”	"	PUNCT
cblr-1758	6	52	)	)	PUNCT
cblr-1758	6	53	,	,	PUNCT
cblr-1758	6	54	u.s	u.s	PROPN
cblr-1758	6	55	.	.	PROPN
cblr-1758	6	56	commodity	commodity	PROPN
cblr-1758	6	57	futures	futures	PROPN
cblr-1758	6	58	trading	trading	NOUN
cblr-1758	6	59	commission	commission	NOUN
cblr-1758	6	60	(	(	PUNCT
cblr-1758	6	61	“	"	PUNCT
cblr-1758	6	62	cftc	cftc	PROPN
cblr-1758	6	63	”	"	PUNCT
cblr-1758	6	64	)	)	PUNCT
cblr-1758	6	65	.	.	PUNCT
cblr-1758	7	1	the	the	DET
cblr-1758	7	2	research	research	NOUN
cblr-1758	7	3	presented	present	VERB
cblr-1758	7	4	in	in	ADP
cblr-1758	7	5	this	this	DET
cblr-1758	7	6	article	article	NOUN
cblr-1758	7	7	was	be	AUX
cblr-1758	7	8	authored	author	VERB
cblr-1758	7	9	by	by	ADP
cblr-1758	7	10	a	a	DET
cblr-1758	7	11	cftc	cftc	PROPN
cblr-1758	7	12	employee	employee	NOUN
cblr-1758	7	13	writing	write	VERB
cblr-1758	7	14	in	in	ADP
cblr-1758	7	15	his	his	PRON
cblr-1758	7	16	personal	personal	ADJ
cblr-1758	7	17	capacity	capacity	NOUN
cblr-1758	7	18	and	and	CCONJ
cblr-1758	7	19	not	not	PART
cblr-1758	7	20	writing	write	VERB
cblr-1758	7	21	in	in	ADP
cblr-1758	7	22	his	his	PRON
cblr-1758	7	23	official	official	ADJ
cblr-1758	7	24	capacity	capacity	NOUN
cblr-1758	7	25	as	as	ADP
cblr-1758	7	26	a	a	DET
cblr-1758	7	27	cftc	cftc	PROPN
cblr-1758	7	28	employee	employee	NOUN
cblr-1758	7	29	.	.	PUNCT
cblr-1758	8	1	the	the	DET
cblr-1758	8	2	analyses	analysis	NOUN
cblr-1758	8	3	and	and	CCONJ
cblr-1758	8	4	conclusions	conclusion	NOUN
cblr-1758	8	5	expressed	express	VERB
cblr-1758	8	6	in	in	ADP
cblr-1758	8	7	this	this	DET
cblr-1758	8	8	article	article	NOUN
cblr-1758	8	9	are	be	AUX
cblr-1758	8	10	those	those	PRON
cblr-1758	8	11	of	of	ADP
cblr-1758	8	12	the	the	DET
cblr-1758	8	13	author	author	NOUN
cblr-1758	8	14	and	and	CCONJ
cblr-1758	8	15	do	do	AUX
cblr-1758	8	16	not	not	PART
cblr-1758	8	17	reflect	reflect	VERB
cblr-1758	8	18	the	the	DET
cblr-1758	8	19	views	view	NOUN
cblr-1758	8	20	of	of	ADP
cblr-1758	8	21	other	other	ADJ
cblr-1758	8	22	members	member	NOUN
cblr-1758	8	23	of	of	ADP
cblr-1758	8	24	dsio	dsio	NOUN
cblr-1758	8	25	,	,	PUNCT
cblr-1758	8	26	other	other	ADJ
cblr-1758	8	27	cftc	cftc	PROPN
cblr-1758	8	28	staff	staff	NOUN
cblr-1758	8	29	,	,	PUNCT
cblr-1758	8	30	the	the	DET
cblr-1758	8	31	cftc	cftc	PROPN
cblr-1758	8	32	itself	itself	PRON
cblr-1758	8	33	,	,	PUNCT
cblr-1758	8	34	or	or	CCONJ
cblr-1758	8	35	the	the	DET
cblr-1758	8	36	united	united	PROPN
cblr-1758	8	37	states	states	PROPN
cblr-1758	8	38	.	.	PUNCT
cblr-1758	9	1	the	the	DET
cblr-1758	9	2	author	author	NOUN
cblr-1758	9	3	thanks	thanks	PROPN
cblr-1758	9	4	andrew	andrew	PROPN
cblr-1758	9	5	verstein	verstein	NOUN
cblr-1758	9	6	for	for	ADP
cblr-1758	9	7	his	his	PRON
cblr-1758	9	8	insightful	insightful	ADJ
cblr-1758	9	9	comments	comment	NOUN
cblr-1758	9	10	on	on	ADP
cblr-1758	9	11	earlier	early	ADJ
cblr-1758	9	12	drafts	draft	NOUN
cblr-1758	9	13	.	.	PUNCT
cblr-1758	10	1	1	1	NUM
cblr-1758	10	2	richard	richard	PROPN
cblr-1758	10	3	wilbur	wilbur	PROPN
cblr-1758	10	4	,	,	PUNCT
cblr-1758	10	5	advice	advice	NOUN
cblr-1758	10	6	to	to	ADP
cblr-1758	10	7	a	a	DET
cblr-1758	10	8	prophet	prophet	NOUN
cblr-1758	10	9	,	,	PUNCT
cblr-1758	10	10	am	be	AUX
cblr-1758	10	11	.	.	PUNCT
cblr-1758	10	12	theatre	theatre	NOUN
cblr-1758	10	13	,	,	PUNCT
cblr-1758	10	14	nov	nov	PROPN
cblr-1758	10	15	.	.	PROPN
cblr-1758	10	16	2011	2011	NUM
cblr-1758	10	17	,	,	PUNCT
cblr-1758	10	18	at	at	ADP
cblr-1758	10	19	112	112	NUM
cblr-1758	10	20	.	.	PUNCT
cblr-1758	11	1	scopino	scopino	ADJ
cblr-1758	11	2	–	–	PUNCT
cblr-1758	11	3	final	final	ADJ
cblr-1758	11	4	440	440	NUM
cblr-1758	11	5	columbia	columbia	PROPN
cblr-1758	11	6	business	business	NOUN
cblr-1758	11	7	law	law	PROPN
cblr-1758	11	8	review	review	NOUN
cblr-1758	12	1	[	[	X
cblr-1758	12	2	vol	vol	NOUN
cblr-1758	12	3	.	.	NOUN
cblr-1758	12	4	2015	2015	NUM
cblr-1758	12	5	how	how	SCONJ
cblr-1758	12	6	technology	technology	NOUN
cblr-1758	12	7	is	be	AUX
cblr-1758	12	8	fundamentally	fundamentally	ADV
cblr-1758	12	9	changing	change	VERB
cblr-1758	12	10	the	the	DET
cblr-1758	12	11	nature	nature	NOUN
cblr-1758	12	12	of	of	ADP
cblr-1758	12	13	the	the	DET
cblr-1758	12	14	financial	financial	ADJ
cblr-1758	12	15	markets	market	NOUN
cblr-1758	12	16	.	.	PUNCT
cblr-1758	13	1	as	as	ADP
cblr-1758	13	2	a	a	DET
cblr-1758	13	3	result	result	NOUN
cblr-1758	13	4	,	,	PUNCT
cblr-1758	13	5	humans	human	NOUN
cblr-1758	13	6	who	who	PRON
cblr-1758	13	7	are	be	AUX
cblr-1758	13	8	operating	operate	VERB
cblr-1758	13	9	as	as	ADP
cblr-1758	13	10	futures	future	NOUN
cblr-1758	13	11	market	market	NOUN
cblr-1758	13	12	intermediaries	intermediary	NOUN
cblr-1758	13	13	(	(	PUNCT
cblr-1758	13	14	such	such	ADJ
cblr-1758	13	15	as	as	ADP
cblr-1758	13	16	commodity	commodity	NOUN
cblr-1758	13	17	trading	trading	NOUN
cblr-1758	13	18	advisors	advisor	NOUN
cblr-1758	13	19	or	or	CCONJ
cblr-1758	13	20	introducing	introduce	VERB
cblr-1758	13	21	brokers	broker	NOUN
cblr-1758	13	22	)	)	PUNCT
cblr-1758	13	23	are	be	AUX
cblr-1758	13	24	likely	likely	ADJ
cblr-1758	13	25	to	to	PART
cblr-1758	13	26	be	be	AUX
cblr-1758	13	27	displaced	displace	VERB
cblr-1758	13	28	by	by	ADP
cblr-1758	13	29	digital	digital	ADJ
cblr-1758	13	30	intermediaries	intermediary	NOUN
cblr-1758	13	31	,	,	PUNCT
cblr-1758	13	32	that	that	ADV
cblr-1758	13	33	is	is	ADV
cblr-1758	13	34	,	,	PUNCT
cblr-1758	13	35	artificial	artificial	ADJ
cblr-1758	13	36	agents	agent	NOUN
cblr-1758	13	37	that	that	PRON
cblr-1758	13	38	perform	perform	VERB
cblr-1758	13	39	critical	critical	ADJ
cblr-1758	13	40	roles	role	NOUN
cblr-1758	13	41	related	relate	VERB
cblr-1758	13	42	to	to	ADP
cblr-1758	13	43	enabling	enable	VERB
cblr-1758	13	44	customers	customer	NOUN
cblr-1758	13	45	to	to	PART
cblr-1758	13	46	access	access	VERB
cblr-1758	13	47	the	the	DET
cblr-1758	13	48	futures	future	NOUN
cblr-1758	13	49	and	and	CCONJ
cblr-1758	13	50	derivatives	derivative	NOUN
cblr-1758	13	51	markets	market	NOUN
cblr-1758	13	52	.	.	PUNCT
cblr-1758	14	1	the	the	DET
cblr-1758	14	2	commodity	commodity	PROPN
cblr-1758	14	3	exchange	exchange	PROPN
cblr-1758	14	4	act	act	PROPN
cblr-1758	14	5	(	(	PUNCT
cblr-1758	14	6	“	"	PUNCT
cblr-1758	14	7	cea	cea	PROPN
cblr-1758	14	8	”	"	PUNCT
cblr-1758	14	9	)	)	PUNCT
cblr-1758	14	10	governs	govern	VERB
cblr-1758	14	11	the	the	DET
cblr-1758	14	12	u.s	u.s	PROPN
cblr-1758	14	13	.	.	PROPN
cblr-1758	14	14	derivatives	derivative	NOUN
cblr-1758	14	15	markets	market	NOUN
cblr-1758	14	16	and	and	CCONJ
cblr-1758	14	17	requires	require	VERB
cblr-1758	14	18	specified	specify	VERB
cblr-1758	14	19	categories	category	NOUN
cblr-1758	14	20	of	of	ADP
cblr-1758	14	21	intermediaries––such	intermediaries––such	PROPN
cblr-1758	14	22	as	as	ADP
cblr-1758	14	23	commodity	commodity	NOUN
cblr-1758	14	24	trading	trading	NOUN
cblr-1758	14	25	advisors	advisor	NOUN
cblr-1758	14	26	(	(	PUNCT
cblr-1758	14	27	persons	person	NOUN
cblr-1758	14	28	who	who	PRON
cblr-1758	14	29	are	be	AUX
cblr-1758	14	30	compensated	compensate	VERB
cblr-1758	14	31	to	to	PART
cblr-1758	14	32	give	give	VERB
cblr-1758	14	33	advice	advice	NOUN
cblr-1758	14	34	about	about	ADP
cblr-1758	14	35	derivatives)––to	derivatives)––to	NOUN
cblr-1758	14	36	register	register	NOUN
cblr-1758	14	37	with	with	ADP
cblr-1758	14	38	the	the	DET
cblr-1758	14	39	commodity	commodity	NOUN
cblr-1758	14	40	futures	futures	PROPN
cblr-1758	14	41	trading	trading	NOUN
cblr-1758	14	42	commission	commission	NOUN
cblr-1758	14	43	(	(	PUNCT
cblr-1758	14	44	“	"	PUNCT
cblr-1758	14	45	cftc	cftc	PROPN
cblr-1758	14	46	”	"	PUNCT
cblr-1758	14	47	)	)	PUNCT
cblr-1758	14	48	.	.	PUNCT
cblr-1758	15	1	compulsory	compulsory	ADJ
cblr-1758	15	2	registration	registration	NOUN
cblr-1758	15	3	has	have	AUX
cblr-1758	15	4	been	be	AUX
cblr-1758	15	5	called	call	VERB
cblr-1758	15	6	“	"	PUNCT
cblr-1758	15	7	the	the	DET
cblr-1758	15	8	kingpin	kingpin	NOUN
cblr-1758	15	9	”	"	PUNCT
cblr-1758	15	10	of	of	ADP
cblr-1758	15	11	the	the	DET
cblr-1758	15	12	cea	cea	PROPN
cblr-1758	15	13	’s	’s	PART
cblr-1758	15	14	“	"	PUNCT
cblr-1758	15	15	statutory	statutory	ADJ
cblr-1758	15	16	machinery	machinery	NOUN
cblr-1758	15	17	”	"	PUNCT
cblr-1758	15	18	because	because	SCONJ
cblr-1758	15	19	it	it	PRON
cblr-1758	15	20	serves	serve	VERB
cblr-1758	15	21	to	to	PART
cblr-1758	15	22	identify	identify	VERB
cblr-1758	15	23	the	the	DET
cblr-1758	15	24	persons	person	NOUN
cblr-1758	15	25	acting	act	VERB
cblr-1758	15	26	as	as	ADP
cblr-1758	15	27	market	market	NOUN
cblr-1758	15	28	professionals	professional	NOUN
cblr-1758	15	29	,	,	PUNCT
cblr-1758	15	30	and	and	CCONJ
cblr-1758	15	31	provides	provide	VERB
cblr-1758	15	32	a	a	DET
cblr-1758	15	33	mechanism	mechanism	NOUN
cblr-1758	15	34	for	for	ADP
cblr-1758	15	35	such	such	ADJ
cblr-1758	15	36	persons	person	NOUN
cblr-1758	15	37	to	to	PART
cblr-1758	15	38	undergo	undergo	VERB
cblr-1758	15	39	background	background	NOUN
cblr-1758	15	40	screenings	screening	NOUN
cblr-1758	15	41	for	for	ADP
cblr-1758	15	42	fitness	fitness	NOUN
cblr-1758	15	43	to	to	PART
cblr-1758	15	44	work	work	VERB
cblr-1758	15	45	in	in	ADP
cblr-1758	15	46	the	the	DET
cblr-1758	15	47	industry	industry	NOUN
cblr-1758	15	48	,	,	PUNCT
cblr-1758	15	49	as	as	ADV
cblr-1758	15	50	well	well	ADV
cblr-1758	15	51	as	as	ADP
cblr-1758	15	52	proficiency	proficiency	NOUN
cblr-1758	15	53	testing	testing	NOUN
cblr-1758	15	54	and	and	CCONJ
cblr-1758	15	55	ethics	ethic	NOUN
cblr-1758	15	56	training	training	NOUN
cblr-1758	15	57	.	.	PUNCT
cblr-1758	16	1	because	because	SCONJ
cblr-1758	16	2	technological	technological	ADJ
cblr-1758	16	3	advances	advance	NOUN
cblr-1758	16	4	are	be	AUX
cblr-1758	16	5	enabling	enable	VERB
cblr-1758	16	6	artificial	artificial	ADJ
cblr-1758	16	7	agents	agent	NOUN
cblr-1758	16	8	to	to	PART
cblr-1758	16	9	perform	perform	VERB
cblr-1758	16	10	many	many	ADJ
cblr-1758	16	11	of	of	ADP
cblr-1758	16	12	the	the	DET
cblr-1758	16	13	intermediary	intermediary	ADJ
cblr-1758	16	14	roles	role	NOUN
cblr-1758	16	15	that	that	PRON
cblr-1758	16	16	previously	previously	ADV
cblr-1758	16	17	were	be	AUX
cblr-1758	16	18	done	do	VERB
cblr-1758	16	19	by	by	ADP
cblr-1758	16	20	humans	human	NOUN
cblr-1758	16	21	,	,	PUNCT
cblr-1758	16	22	congress	congress	PROPN
cblr-1758	16	23	and	and	CCONJ
cblr-1758	16	24	the	the	DET
cblr-1758	16	25	cftc	cftc	PROPN
cblr-1758	16	26	should	should	AUX
cblr-1758	16	27	modify	modify	VERB
cblr-1758	16	28	the	the	DET
cblr-1758	16	29	cea	cea	PROPN
cblr-1758	16	30	and	and	CCONJ
cblr-1758	16	31	cftc	cftc	PROPN
cblr-1758	16	32	regulations	regulation	NOUN
cblr-1758	16	33	(	(	PUNCT
cblr-1758	16	34	1	1	X
cblr-1758	16	35	)	)	PUNCT
cblr-1758	16	36	to	to	PART
cblr-1758	16	37	expand	expand	VERB
cblr-1758	16	38	the	the	DET
cblr-1758	16	39	scope	scope	NOUN
cblr-1758	16	40	of	of	ADP
cblr-1758	16	41	persons	person	NOUN
cblr-1758	16	42	who	who	PRON
cblr-1758	16	43	must	must	AUX
cblr-1758	16	44	register	register	VERB
cblr-1758	16	45	to	to	PART
cblr-1758	16	46	include	include	VERB
cblr-1758	16	47	,	,	PUNCT
cblr-1758	16	48	inter	inter	ADJ
cblr-1758	16	49	alia	alia	NOUN
cblr-1758	16	50	,	,	PUNCT
cblr-1758	16	51	persons	person	NOUN
cblr-1758	16	52	who	who	PRON
cblr-1758	16	53	use	use	VERB
cblr-1758	16	54	atss	atss	NOUN
cblr-1758	16	55	and	and	CCONJ
cblr-1758	16	56	who	who	PRON
cblr-1758	16	57	have	have	VERB
cblr-1758	16	58	trading	trading	NOUN
cblr-1758	16	59	privileges	privilege	NOUN
cblr-1758	16	60	on	on	ADP
cblr-1758	16	61	,	,	PUNCT
cblr-1758	16	62	or	or	CCONJ
cblr-1758	16	63	direct	direct	ADJ
cblr-1758	16	64	electronic	electronic	ADJ
cblr-1758	16	65	access	access	NOUN
cblr-1758	16	66	to	to	ADP
cblr-1758	16	67	,	,	PUNCT
cblr-1758	16	68	derivatives	derivative	NOUN
cblr-1758	16	69	exchanges	exchange	NOUN
cblr-1758	16	70	(	(	PUNCT
cblr-1758	16	71	or	or	CCONJ
cblr-1758	16	72	trading	trading	NOUN
cblr-1758	16	73	venues	venue	NOUN
cblr-1758	16	74	)	)	PUNCT
cblr-1758	16	75	,	,	PUNCT
cblr-1758	16	76	and	and	CCONJ
cblr-1758	16	77	(	(	PUNCT
cblr-1758	16	78	2	2	X
cblr-1758	16	79	)	)	PUNCT
cblr-1758	16	80	to	to	PART
cblr-1758	16	81	implement	implement	VERB
cblr-1758	16	82	an	an	DET
cblr-1758	16	83	identification	identification	NOUN
cblr-1758	16	84	program	program	NOUN
cblr-1758	16	85	for	for	ADP
cblr-1758	16	86	atss	atss	NOUN
cblr-1758	16	87	and	and	CCONJ
cblr-1758	16	88	algorithms	algorithm	NOUN
cblr-1758	16	89	.	.	PUNCT
cblr-1758	17	1	lastly	lastly	ADV
cblr-1758	17	2	,	,	PUNCT
cblr-1758	17	3	congress	congress	PROPN
cblr-1758	17	4	and	and	CCONJ
cblr-1758	17	5	the	the	DET
cblr-1758	17	6	cftc	cftc	PROPN
cblr-1758	17	7	should	should	AUX
cblr-1758	17	8	consider	consider	VERB
cblr-1758	17	9	proposals	proposal	NOUN
cblr-1758	17	10	in	in	ADP
cblr-1758	17	11	research	research	NOUN
cblr-1758	17	12	by	by	ADP
cblr-1758	17	13	academics	academic	NOUN
cblr-1758	17	14	in	in	ADP
cblr-1758	17	15	philosophy	philosophy	NOUN
cblr-1758	17	16	and	and	CCONJ
cblr-1758	17	17	law	law	NOUN
cblr-1758	17	18	concerning	concern	VERB
cblr-1758	17	19	(	(	PUNCT
cblr-1758	17	20	1	1	NUM
cblr-1758	17	21	)	)	PUNCT
cblr-1758	17	22	ways	way	NOUN
cblr-1758	17	23	to	to	PART
cblr-1758	17	24	ensure	ensure	VERB
cblr-1758	17	25	that	that	SCONJ
cblr-1758	17	26	digital	digital	ADJ
cblr-1758	17	27	intermediaries	intermediary	NOUN
cblr-1758	17	28	are	be	AUX
cblr-1758	17	29	built	build	VERB
cblr-1758	17	30	not	not	PART
cblr-1758	17	31	just	just	ADV
cblr-1758	17	32	to	to	PART
cblr-1758	17	33	be	be	AUX
cblr-1758	17	34	intelligent	intelligent	ADJ
cblr-1758	17	35	but	but	CCONJ
cblr-1758	17	36	also	also	ADV
cblr-1758	17	37	to	to	PART
cblr-1758	17	38	be	be	AUX
cblr-1758	17	39	ethical	ethical	ADJ
cblr-1758	17	40	,	,	PUNCT
cblr-1758	17	41	and	and	CCONJ
cblr-1758	17	42	(	(	PUNCT
cblr-1758	17	43	2	2	X
cblr-1758	17	44	)	)	PUNCT
cblr-1758	17	45	methods	method	NOUN
cblr-1758	17	46	for	for	ADP
cblr-1758	17	47	allocating	allocate	VERB
cblr-1758	17	48	liability	liability	NOUN
cblr-1758	17	49	for	for	ADP
cblr-1758	17	50	wrongdoing	wrongdoing	NOUN
cblr-1758	17	51	by	by	ADP
cblr-1758	17	52	digital	digital	ADJ
cblr-1758	17	53	intermediaries	intermediary	NOUN
cblr-1758	17	54	.	.	PUNCT
cblr-1758	18	1	i.	i.	NOUN
cblr-1758	18	2	introduction	introduction	NOUN
cblr-1758	18	3	:	:	PUNCT
cblr-1758	18	4	the	the	DET
cblr-1758	18	5	financial	financial	ADJ
cblr-1758	18	6	markets	market	NOUN
cblr-1758	18	7	enter	enter	VERB
cblr-1758	18	8	the	the	DET
cblr-1758	18	9	second	second	ADJ
cblr-1758	18	10	machine	machine	NOUN
cblr-1758	18	11	age	age	NOUN
cblr-1758	18	12	..................................................	..................................................	PUNCT
cblr-1758	18	13	441	441	NUM
cblr-1758	18	14	ii	ii	NOUN
cblr-1758	18	15	.	.	PUNCT
cblr-1758	19	1	the	the	DET
cblr-1758	19	2	existing	exist	VERB
cblr-1758	19	3	framework	framework	NOUN
cblr-1758	19	4	governing	govern	VERB
cblr-1758	19	5	the	the	DET
cblr-1758	19	6	regulation	regulation	NOUN
cblr-1758	19	7	of	of	ADP
cblr-1758	19	8	futures	future	NOUN
cblr-1758	19	9	market	market	NOUN
cblr-1758	19	10	intermediaries	intermediary	NOUN
cblr-1758	19	11	..........	..........	PUNCT
cblr-1758	19	12	459	459	NUM
cblr-1758	19	13	a.	a.	NOUN
cblr-1758	19	14	registration	registration	NOUN
cblr-1758	19	15	:	:	PUNCT
cblr-1758	19	16	the	the	DET
cblr-1758	19	17	kingpin	kingpin	NOUN
cblr-1758	19	18	in	in	ADP
cblr-1758	19	19	the	the	DET
cblr-1758	19	20	statutory	statutory	ADJ
cblr-1758	19	21	machinery	machinery	NOUN
cblr-1758	19	22	............................................................	............................................................	PUNCT
cblr-1758	19	23	463	463	NUM
cblr-1758	19	24	scopino	scopino	NOUN
cblr-1758	19	25	–	–	PUNCT
cblr-1758	19	26	final	final	ADJ
cblr-1758	19	27	no	no	NOUN
cblr-1758	19	28	.	.	PUNCT
cblr-1758	20	1	2:439	2:439	NUM
cblr-1758	20	2	]	]	X
cblr-1758	20	3	the	the	DET
cblr-1758	20	4	second	second	ADJ
cblr-1758	20	5	machine	machine	NOUN
cblr-1758	20	6	age	age	NOUN
cblr-1758	20	7	441	441	NUM
cblr-1758	20	8	b.	b.	PROPN
cblr-1758	20	9	background	background	PROPN
cblr-1758	20	10	fitness	fitness	PROPN
cblr-1758	20	11	screening	screening	PROPN
cblr-1758	20	12	:	:	PUNCT
cblr-1758	20	13	the	the	DET
cblr-1758	20	14	statutory	statutory	ADJ
cblr-1758	20	15	disqualification	disqualification	NOUN
cblr-1758	20	16	framework	framework	NOUN
cblr-1758	20	17	................................	................................	PUNCT
cblr-1758	20	18	468	468	NUM
cblr-1758	20	19	c.	c.	NOUN
cblr-1758	20	20	a	a	DET
cblr-1758	20	21	flexible	flexible	ADJ
cblr-1758	20	22	approach	approach	NOUN
cblr-1758	20	23	to	to	ADP
cblr-1758	20	24	mandatory	mandatory	ADJ
cblr-1758	20	25	ethics	ethic	NOUN
cblr-1758	20	26	training	training	NOUN
cblr-1758	20	27	for	for	ADP
cblr-1758	20	28	registrants	registrant	NOUN
cblr-1758	20	29	......................................	......................................	PUNCT
cblr-1758	20	30	473	473	NUM
cblr-1758	20	31	d.	d.	NOUN
cblr-1758	20	32	supervisory	supervisory	ADJ
cblr-1758	20	33	responsibilities	responsibility	NOUN
cblr-1758	20	34	for	for	ADP
cblr-1758	20	35	registrants	registrant	NOUN
cblr-1758	20	36	......	......	PUNCT
cblr-1758	21	1	474	474	NUM
cblr-1758	21	2	iii	iii	NOUN
cblr-1758	21	3	.	.	PUNCT
cblr-1758	22	1	categories	category	NOUN
cblr-1758	22	2	of	of	ADP
cblr-1758	22	3	regulated	regulated	ADJ
cblr-1758	22	4	futures	future	NOUN
cblr-1758	22	5	market	market	NOUN
cblr-1758	22	6	intermediaries	intermediary	NOUN
cblr-1758	22	7	...........................................................	...........................................................	PUNCT
cblr-1758	22	8	476	476	NUM
cblr-1758	22	9	a.	a.	NOUN
cblr-1758	22	10	commodity	commodity	NOUN
cblr-1758	22	11	trading	trade	VERB
cblr-1758	22	12	advisors––giving	advisors––give	VERB
cblr-1758	22	13	advice	advice	NOUN
cblr-1758	22	14	and	and	CCONJ
cblr-1758	22	15	directing	direct	VERB
cblr-1758	22	16	client	client	NOUN
cblr-1758	22	17	accounts	account	NOUN
cblr-1758	22	18	............................	............................	PUNCT
cblr-1758	22	19	476	476	NUM
cblr-1758	22	20	b.	b.	NOUN
cblr-1758	22	21	commodity	commodity	NOUN
cblr-1758	22	22	pool	pool	NOUN
cblr-1758	22	23	operators––leaders	operators––leaders	PROPN
cblr-1758	22	24	of	of	ADP
cblr-1758	22	25	collective	collective	ADJ
cblr-1758	22	26	investment	investment	NOUN
cblr-1758	22	27	vehicles	vehicle	NOUN
cblr-1758	22	28	...........................	...........................	PUNCT
cblr-1758	22	29	480	480	NUM
cblr-1758	22	30	c.	c.	PROPN
cblr-1758	22	31	futures	futures	PROPN
cblr-1758	22	32	commission	commission	NOUN
cblr-1758	22	33	merchants––gateways	merchants––gateway	NOUN
cblr-1758	22	34	to	to	ADP
cblr-1758	22	35	the	the	DET
cblr-1758	22	36	futures	future	NOUN
cblr-1758	22	37	markets	market	NOUN
cblr-1758	22	38	...........................................	...........................................	PUNCT
cblr-1758	23	1	483	483	NUM
cblr-1758	23	2	d.	d.	PROPN
cblr-1758	23	3	associated	associate	VERB
cblr-1758	23	4	persons	person	NOUN
cblr-1758	23	5	and	and	CCONJ
cblr-1758	23	6	principals	principal	NOUN
cblr-1758	23	7	–	–	PUNCT
cblr-1758	23	8	–	–	PUNCT
cblr-1758	23	9	salespeople	salesperson	NOUN
cblr-1758	23	10	and	and	CCONJ
cblr-1758	23	11	supervisors	supervisor	NOUN
cblr-1758	23	12	...............................	...............................	PUNCT
cblr-1758	23	13	485	485	NUM
cblr-1758	23	14	e.	e.	NOUN
cblr-1758	23	15	introducing	introduce	VERB
cblr-1758	23	16	brokers––small	brokers––small	PROPN
cblr-1758	23	17	,	,	PUNCT
cblr-1758	23	18	independent	independent	ADJ
cblr-1758	23	19	salespeople	salesperson	NOUN
cblr-1758	23	20	for	for	ADP
cblr-1758	23	21	other	other	ADJ
cblr-1758	23	22	intermediaries	intermediary	NOUN
cblr-1758	23	23	.................	.................	PUNCT
cblr-1758	23	24	487	487	NUM
cblr-1758	23	25	f.	f.	PROPN
cblr-1758	23	26	floor	floor	PROPN
cblr-1758	23	27	brokers	broker	NOUN
cblr-1758	23	28	,	,	PUNCT
cblr-1758	23	29	floor	floor	NOUN
cblr-1758	23	30	traders	trader	NOUN
cblr-1758	23	31	,	,	PUNCT
cblr-1758	23	32	and	and	CCONJ
cblr-1758	23	33	broker	broker	VERB
cblr-1758	23	34	associations––governing	associations––governe	VERB
cblr-1758	23	35	persons	person	NOUN
cblr-1758	23	36	on	on	ADP
cblr-1758	23	37	the	the	DET
cblr-1758	23	38	floors	floor	NOUN
cblr-1758	23	39	of	of	ADP
cblr-1758	23	40	trading	trading	NOUN
cblr-1758	23	41	venues	venue	NOUN
cblr-1758	23	42	....................................	....................................	PUNCT
cblr-1758	23	43	489	489	NUM
cblr-1758	23	44	iv	iv	NOUN
cblr-1758	23	45	.	.	PUNCT
cblr-1758	23	46	recommended	recommend	VERB
cblr-1758	23	47	statutory	statutory	ADJ
cblr-1758	23	48	and	and	CCONJ
cblr-1758	23	49	regulatory	regulatory	ADJ
cblr-1758	23	50	changes	change	NOUN
cblr-1758	23	51	..	..	PUNCT
cblr-1758	23	52	494	494	NUM
cblr-1758	23	53	a.	a.	NOUN
cblr-1758	23	54	recommended	recommend	VERB
cblr-1758	23	55	expansion	expansion	NOUN
cblr-1758	23	56	of	of	ADP
cblr-1758	23	57	compulsory	compulsory	ADJ
cblr-1758	23	58	registration	registration	NOUN
cblr-1758	23	59	under	under	ADP
cblr-1758	23	60	the	the	DET
cblr-1758	23	61	traditional	traditional	ADJ
cblr-1758	23	62	approach	approach	NOUN
cblr-1758	23	63	...	...	PUNCT
cblr-1758	24	1	495	495	NUM
cblr-1758	24	2	b.	b.	NOUN
cblr-1758	24	3	looking	look	VERB
cblr-1758	24	4	behind	behind	ADP
cblr-1758	24	5	the	the	DET
cblr-1758	24	6	registrants	registrant	NOUN
cblr-1758	24	7	to	to	ADP
cblr-1758	24	8	the	the	DET
cblr-1758	24	9	autonomous	autonomous	ADJ
cblr-1758	24	10	artificial	artificial	ADJ
cblr-1758	24	11	agents	agent	NOUN
cblr-1758	24	12	.............................	.............................	PUNCT
cblr-1758	25	1	507	507	NUM
cblr-1758	25	2	v.	v.	ADP
cblr-1758	25	3	conclusion	conclusion	NOUN
cblr-1758	25	4	..................................................................	..................................................................	PUNCT
cblr-1758	25	5	518	518	NUM
cblr-1758	25	6	i.	i.	NOUN
cblr-1758	25	7	introduction	introduction	NOUN
cblr-1758	25	8	:	:	PUNCT
cblr-1758	25	9	the	the	DET
cblr-1758	25	10	financial	financial	ADJ
cblr-1758	25	11	markets	market	NOUN
cblr-1758	25	12	enter	enter	VERB
cblr-1758	25	13	the	the	DET
cblr-1758	25	14	second	second	ADJ
cblr-1758	25	15	machine	machine	NOUN
cblr-1758	25	16	age	age	NOUN
cblr-1758	25	17	while	while	SCONJ
cblr-1758	25	18	it	it	PRON
cblr-1758	25	19	might	might	AUX
cblr-1758	25	20	comfort	comfort	VERB
cblr-1758	25	21	human	human	ADJ
cblr-1758	25	22	egos	ego	NOUN
cblr-1758	25	23	to	to	PART
cblr-1758	25	24	imagine	imagine	VERB
cblr-1758	25	25	that	that	SCONJ
cblr-1758	25	26	only	only	ADJ
cblr-1758	25	27	natural	natural	ADJ
cblr-1758	25	28	persons	person	NOUN
cblr-1758	25	29	can	can	AUX
cblr-1758	25	30	perform	perform	VERB
cblr-1758	25	31	many	many	ADJ
cblr-1758	25	32	of	of	ADP
cblr-1758	25	33	the	the	DET
cblr-1758	25	34	tasks	task	NOUN
cblr-1758	25	35	related	relate	VERB
cblr-1758	25	36	to	to	ADP
cblr-1758	25	37	important	important	ADJ
cblr-1758	25	38	aspects	aspect	NOUN
cblr-1758	25	39	of	of	ADP
cblr-1758	25	40	our	our	PRON
cblr-1758	25	41	society	society	NOUN
cblr-1758	25	42	,	,	PUNCT
cblr-1758	25	43	with	with	ADP
cblr-1758	25	44	each	each	DET
cblr-1758	25	45	passing	pass	VERB
cblr-1758	25	46	day	day	NOUN
cblr-1758	25	47	,	,	PUNCT
cblr-1758	25	48	computers	computer	NOUN
cblr-1758	25	49	and	and	CCONJ
cblr-1758	25	50	software	software	NOUN
cblr-1758	25	51	programs	program	NOUN
cblr-1758	25	52	are	be	AUX
cblr-1758	25	53	engaging	engage	VERB
cblr-1758	25	54	in	in	ADP
cblr-1758	25	55	more	more	ADJ
cblr-1758	25	56	and	and	CCONJ
cblr-1758	25	57	more	more	ADJ
cblr-1758	25	58	activities	activity	NOUN
cblr-1758	25	59	that	that	PRON
cblr-1758	25	60	once	once	ADV
cblr-1758	25	61	were	be	AUX
cblr-1758	25	62	solely	solely	ADV
cblr-1758	25	63	the	the	DET
cblr-1758	25	64	domain	domain	NOUN
cblr-1758	25	65	of	of	ADP
cblr-1758	25	66	scopino	scopino	NOUN
cblr-1758	25	67	–	–	PUNCT
cblr-1758	26	1	final	final	ADJ
cblr-1758	26	2	442	442	NUM
cblr-1758	26	3	columbia	columbia	PROPN
cblr-1758	26	4	business	business	NOUN
cblr-1758	26	5	law	law	PROPN
cblr-1758	26	6	review	review	NOUN
cblr-1758	26	7	[	[	X
cblr-1758	26	8	vol	vol	NOUN
cblr-1758	26	9	.	.	NOUN
cblr-1758	26	10	2015	2015	NUM
cblr-1758	26	11	humans2	humans2	NOUN
cblr-1758	26	12	—	—	PUNCT
cblr-1758	26	13	from	from	ADP
cblr-1758	26	14	driving	drive	VERB
cblr-1758	26	15	cars3	cars3	NOUN
cblr-1758	26	16	and	and	CCONJ
cblr-1758	26	17	flying	fly	VERB
cblr-1758	26	18	drones4	drones4	NOUN
cblr-1758	26	19	to	to	ADP
cblr-1758	26	20	composing	compose	VERB
cblr-1758	26	21	music5	music5	NOUN
cblr-1758	26	22	and	and	CCONJ
cblr-1758	26	23	writing	write	VERB
cblr-1758	26	24	news	news	NOUN
cblr-1758	26	25	stories.6	stories.6	PROPN
cblr-1758	26	26	software	software	NOUN
cblr-1758	26	27	programs	program	NOUN
cblr-1758	26	28	now	now	ADV
cblr-1758	26	29	can	can	AUX
cblr-1758	26	30	learn	learn	VERB
cblr-1758	26	31	your	your	PRON
cblr-1758	26	32	music	music	NOUN
cblr-1758	26	33	or	or	CCONJ
cblr-1758	26	34	shopping	shopping	NOUN
cblr-1758	26	35	tastes	taste	NOUN
cblr-1758	26	36	and	and	CCONJ
cblr-1758	26	37	use	use	VERB
cblr-1758	26	38	that	that	DET
cblr-1758	26	39	information	information	NOUN
cblr-1758	26	40	to	to	PART
cblr-1758	26	41	suggest	suggest	VERB
cblr-1758	26	42	other	other	ADJ
cblr-1758	26	43	items	item	NOUN
cblr-1758	26	44	for	for	ADP
cblr-1758	26	45	you	you	PRON
cblr-1758	26	46	to	to	ADP
cblr-1758	26	47	2	2	NUM
cblr-1758	26	48	claire	claire	PROPN
cblr-1758	26	49	cain	cain	PROPN
cblr-1758	26	50	miller	miller	PROPN
cblr-1758	26	51	,	,	PUNCT
cblr-1758	26	52	smarter	smart	ADJ
cblr-1758	26	53	robots	robot	NOUN
cblr-1758	26	54	move	move	VERB
cblr-1758	26	55	deeper	deeply	ADV
cblr-1758	26	56	into	into	ADP
cblr-1758	26	57	workplace	workplace	NOUN
cblr-1758	26	58	,	,	PUNCT
cblr-1758	26	59	n.y	n.y	PROPN
cblr-1758	26	60	.	.	PROPN
cblr-1758	26	61	times	times	PROPN
cblr-1758	26	62	,	,	PUNCT
cblr-1758	26	63	dec	dec	PROPN
cblr-1758	26	64	.	.	PROPN
cblr-1758	26	65	16	16	NUM
cblr-1758	26	66	,	,	PUNCT
cblr-1758	26	67	2014	2014	NUM
cblr-1758	26	68	,	,	PUNCT
cblr-1758	26	69	at	at	ADP
cblr-1758	26	70	a1	a1	NOUN
cblr-1758	26	71	(	(	PUNCT
cblr-1758	26	72	“	"	PUNCT
cblr-1758	26	73	machines	machine	NOUN
cblr-1758	26	74	are	be	AUX
cblr-1758	26	75	even	even	ADV
cblr-1758	26	76	learning	learn	VERB
cblr-1758	26	77	to	to	PART
cblr-1758	26	78	taste	taste	VERB
cblr-1758	26	79	:	:	PUNCT
cblr-1758	26	80	the	the	DET
cblr-1758	26	81	thai	thai	ADJ
cblr-1758	26	82	government	government	NOUN
cblr-1758	26	83	in	in	ADP
cblr-1758	26	84	september	september	PROPN
cblr-1758	26	85	introduced	introduce	VERB
cblr-1758	26	86	a	a	DET
cblr-1758	26	87	robot	robot	NOUN
cblr-1758	26	88	that	that	PRON
cblr-1758	26	89	determines	determine	VERB
cblr-1758	26	90	whether	whether	SCONJ
cblr-1758	26	91	thai	thai	ADJ
cblr-1758	26	92	food	food	NOUN
cblr-1758	26	93	tastes	taste	VERB
cblr-1758	26	94	sufficiently	sufficiently	ADV
cblr-1758	26	95	authentic	authentic	ADJ
cblr-1758	26	96	or	or	CCONJ
cblr-1758	26	97	whether	whether	SCONJ
cblr-1758	26	98	it	it	PRON
cblr-1758	26	99	needs	need	VERB
cblr-1758	26	100	another	another	DET
cblr-1758	26	101	squirt	squirt	NOUN
cblr-1758	26	102	of	of	ADP
cblr-1758	26	103	fish	fish	NOUN
cblr-1758	26	104	sauce	sauce	NOUN
cblr-1758	26	105	.	.	PUNCT
cblr-1758	26	106	”	"	PUNCT
cblr-1758	26	107	)	)	PUNCT
cblr-1758	26	108	.	.	PUNCT
cblr-1758	27	1	3	3	NUM
cblr-1758	27	2	molly	molly	ADV
cblr-1758	27	3	wood	wood	NOUN
cblr-1758	27	4	,	,	PUNCT
cblr-1758	27	5	ces	ce	NOUN
cblr-1758	27	6	:	:	PUNCT
cblr-1758	27	7	visions	vision	NOUN
cblr-1758	27	8	of	of	ADP
cblr-1758	27	9	cars	car	NOUN
cblr-1758	27	10	on	on	ADP
cblr-1758	27	11	autopilot	autopilot	NOUN
cblr-1758	27	12	,	,	PUNCT
cblr-1758	27	13	n.y	n.y	PROPN
cblr-1758	27	14	.	.	PROPN
cblr-1758	27	15	times	times	PROPN
cblr-1758	27	16	bits	bits	PROPN
cblr-1758	27	17	(	(	PUNCT
cblr-1758	27	18	jan	jan	PROPN
cblr-1758	27	19	.	.	PROPN
cblr-1758	27	20	6	6	NUM
cblr-1758	27	21	,	,	PUNCT
cblr-1758	27	22	2015	2015	NUM
cblr-1758	27	23	,	,	PUNCT
cblr-1758	27	24	4:10	4:10	NUM
cblr-1758	27	25	pm	pm	NOUN
cblr-1758	27	26	)	)	PUNCT
cblr-1758	27	27	,	,	PUNCT
cblr-1758	27	28	http://bits.blogs.nytimes.com//2015/01/06/cesvisions-of-cars-on-autopilot	http://bits.blogs.nytimes.com//2015/01/06/cesvisions-of-cars-on-autopilot	NOUN
cblr-1758	27	29	,	,	PUNCT
cblr-1758	27	30	archived	archive	VERB
cblr-1758	27	31	at	at	ADP
cblr-1758	27	32	http://perma.cc/7fgn-luzq	http://perma.cc/7fgn-luzq	PROPN
cblr-1758	27	33	(	(	PUNCT
cblr-1758	27	34	“	"	PUNCT
cblr-1758	27	35	no	no	PRON
cblr-1758	27	36	more	more	ADV
cblr-1758	27	37	dancing	dance	VERB
cblr-1758	27	38	around	around	ADP
cblr-1758	27	39	it	it	PRON
cblr-1758	27	40	:	:	PUNCT
cblr-1758	27	41	the	the	DET
cblr-1758	27	42	major	major	ADJ
cblr-1758	27	43	automakers	automaker	NOUN
cblr-1758	27	44	now	now	ADV
cblr-1758	27	45	see	see	VERB
cblr-1758	27	46	a	a	DET
cblr-1758	27	47	world	world	NOUN
cblr-1758	27	48	of	of	ADP
cblr-1758	27	49	completely	completely	ADV
cblr-1758	27	50	self	self	NOUN
cblr-1758	27	51	-	-	PUNCT
cblr-1758	27	52	driving	drive	VERB
cblr-1758	27	53	cars	car	NOUN
cblr-1758	27	54	.	.	PUNCT
cblr-1758	27	55	.	.	PUNCT
cblr-1758	27	56	.	.	PUNCT
cblr-1758	27	57	.	.	PUNCT
cblr-1758	28	1	raj	raj	PROPN
cblr-1758	28	2	nair	nair	PROPN
cblr-1758	28	3	,	,	PUNCT
cblr-1758	28	4	the	the	DET
cblr-1758	28	5	chief	chief	ADJ
cblr-1758	28	6	technical	technical	ADJ
cblr-1758	28	7	officer	officer	NOUN
cblr-1758	28	8	and	and	CCONJ
cblr-1758	28	9	global	global	ADJ
cblr-1758	28	10	product	product	NOUN
cblr-1758	28	11	chief	chief	NOUN
cblr-1758	28	12	at	at	ADP
cblr-1758	28	13	ford	ford	NOUN
cblr-1758	28	14	,	,	PUNCT
cblr-1758	28	15	said	say	VERB
cblr-1758	28	16	.	.	PUNCT
cblr-1758	28	17	.	.	PUNCT
cblr-1758	28	18	.	.	PUNCT
cblr-1758	29	1	that	that	SCONJ
cblr-1758	29	2	he	he	PRON
cblr-1758	29	3	expected	expect	VERB
cblr-1758	29	4	some	some	DET
cblr-1758	29	5	manufacturer	manufacturer	NOUN
cblr-1758	29	6	to	to	PART
cblr-1758	29	7	introduce	introduce	VERB
cblr-1758	29	8	a	a	DET
cblr-1758	29	9	completely	completely	ADV
cblr-1758	29	10	autonomous	autonomous	ADJ
cblr-1758	29	11	vehicle––one	vehicle––one	NOUN
cblr-1758	29	12	that	that	PRON
cblr-1758	29	13	requires	require	VERB
cblr-1758	29	14	zero	zero	NUM
cblr-1758	29	15	human	human	PROPN
cblr-1758	29	16	intervention––within	intervention––within	PROPN
cblr-1758	29	17	five	five	NUM
cblr-1758	29	18	years	year	NOUN
cblr-1758	29	19	.	.	PUNCT
cblr-1758	29	20	”	"	PUNCT
cblr-1758	29	21	)	)	PUNCT
cblr-1758	29	22	.	.	PUNCT
cblr-1758	30	1	4	4	NUM
cblr-1758	30	2	see	see	VERB
cblr-1758	30	3	haven	haven	PROPN
cblr-1758	30	4	daly	daly	PROPN
cblr-1758	30	5	,	,	PUNCT
cblr-1758	30	6	drones	drone	NOUN
cblr-1758	30	7	at	at	ADP
cblr-1758	30	8	ces	ce	NOUN
cblr-1758	30	9	:	:	PUNCT
cblr-1758	30	10	sky	sky	NOUN
cblr-1758	30	11	’s	’	VERB
cblr-1758	30	12	the	the	DET
cblr-1758	30	13	limit	limit	NOUN
cblr-1758	30	14	,	,	PUNCT
cblr-1758	30	15	associated	associated	ADJ
cblr-1758	30	16	press	press	NOUN
cblr-1758	30	17	,	,	PUNCT
cblr-1758	30	18	jan	jan	PROPN
cblr-1758	30	19	.	.	PROPN
cblr-1758	30	20	8	8	NUM
cblr-1758	30	21	,	,	PUNCT
cblr-1758	30	22	2015	2015	NUM
cblr-1758	30	23	.	.	X
cblr-1758	30	24	5	5	NUM
cblr-1758	30	25	christopher	christopher	PROPN
cblr-1758	30	26	steiner	steiner	PROPN
cblr-1758	30	27	,	,	PUNCT
cblr-1758	30	28	automate	automate	VERB
cblr-1758	30	29	this	this	PRON
cblr-1758	30	30	:	:	PUNCT
cblr-1758	30	31	how	how	SCONJ
cblr-1758	30	32	algorithms	algorithm	NOUN
cblr-1758	30	33	came	come	VERB
cblr-1758	30	34	to	to	PART
cblr-1758	30	35	rule	rule	VERB
cblr-1758	30	36	our	our	PRON
cblr-1758	30	37	world	world	NOUN
cblr-1758	30	38	77	77	NUM
cblr-1758	30	39	(	(	PUNCT
cblr-1758	30	40	2012	2012	NUM
cblr-1758	30	41	)	)	PUNCT
cblr-1758	30	42	.	.	PUNCT
cblr-1758	31	1	6	6	NUM
cblr-1758	31	2	for	for	ADP
cblr-1758	31	3	example	example	NOUN
cblr-1758	31	4	,	,	PUNCT
cblr-1758	31	5	the	the	DET
cblr-1758	31	6	chicago	chicago	PROPN
cblr-1758	31	7	-	-	PUNCT
cblr-1758	31	8	based	base	VERB
cblr-1758	31	9	company	company	NOUN
cblr-1758	31	10	,	,	PUNCT
cblr-1758	31	11	narrative	narrative	NOUN
cblr-1758	31	12	science	science	NOUN
cblr-1758	31	13	,	,	PUNCT
cblr-1758	31	14	has	have	AUX
cblr-1758	31	15	developed	develop	VERB
cblr-1758	31	16	a	a	DET
cblr-1758	31	17	software	software	NOUN
cblr-1758	31	18	program	program	NOUN
cblr-1758	31	19	called	call	VERB
cblr-1758	31	20	quill	quill	NOUN
cblr-1758	31	21	,	,	PUNCT
cblr-1758	31	22	[	[	X
cblr-1758	31	23	that	that	PRON
cblr-1758	31	24	]	]	PUNCT
cblr-1758	31	25	uses	use	VERB
cblr-1758	31	26	artificial	artificial	ADJ
cblr-1758	31	27	intelligence	intelligence	NOUN
cblr-1758	31	28	to	to	PART
cblr-1758	31	29	analyze	analyze	VERB
cblr-1758	31	30	numbers	number	NOUN
cblr-1758	31	31	and	and	CCONJ
cblr-1758	31	32	turn	turn	VERB
cblr-1758	31	33	them	they	PRON
cblr-1758	31	34	into	into	ADP
cblr-1758	31	35	,	,	PUNCT
cblr-1758	31	36	well	well	INTJ
cblr-1758	31	37	,	,	PUNCT
cblr-1758	31	38	narrative	narrative	NOUN
cblr-1758	31	39	.	.	PUNCT
cblr-1758	32	1	an	an	DET
cblr-1758	32	2	investor	investor	NOUN
cblr-1758	32	3	’s	’s	PART
cblr-1758	32	4	quarterly	quarterly	ADJ
cblr-1758	32	5	portfolio	portfolio	NOUN
cblr-1758	32	6	performance	performance	NOUN
cblr-1758	32	7	numbers	number	NOUN
cblr-1758	32	8	can	can	AUX
cblr-1758	32	9	be	be	AUX
cblr-1758	32	10	turned	turn	VERB
cblr-1758	32	11	into	into	ADP
cblr-1758	32	12	a	a	DET
cblr-1758	32	13	story	story	NOUN
cblr-1758	32	14	about	about	ADP
cblr-1758	32	15	how	how	SCONJ
cblr-1758	32	16	the	the	DET
cblr-1758	32	17	individual	individual	ADJ
cblr-1758	32	18	stocks	stock	NOUN
cblr-1758	32	19	,	,	PUNCT
cblr-1758	32	20	bonds	bond	NOUN
cblr-1758	32	21	and	and	CCONJ
cblr-1758	32	22	funds	fund	NOUN
cblr-1758	32	23	are	be	AUX
cblr-1758	32	24	performing	perform	VERB
cblr-1758	32	25	.	.	PUNCT
cblr-1758	33	1	a	a	DET
cblr-1758	33	2	bank	bank	NOUN
cblr-1758	33	3	branch	branch	NOUN
cblr-1758	33	4	’s	’s	PART
cblr-1758	33	5	performance	performance	NOUN
cblr-1758	33	6	numbers	number	NOUN
cblr-1758	33	7	can	can	AUX
cblr-1758	33	8	be	be	AUX
cblr-1758	33	9	automatically	automatically	ADV
cblr-1758	33	10	turned	turn	VERB
cblr-1758	33	11	into	into	ADP
cblr-1758	33	12	a	a	DET
cblr-1758	33	13	naturallanguage	naturallanguage	NOUN
cblr-1758	33	14	report	report	NOUN
cblr-1758	33	15	about	about	ADP
cblr-1758	33	16	that	that	DET
cblr-1758	33	17	facility	facility	NOUN
cblr-1758	33	18	’s	’s	PART
cblr-1758	33	19	strengths	strength	NOUN
cblr-1758	33	20	and	and	CCONJ
cblr-1758	33	21	weaknesses	weakness	NOUN
cblr-1758	33	22	.	.	PUNCT
cblr-1758	34	1	penny	penny	NOUN
cblr-1758	34	2	crosman	crosman	NOUN
cblr-1758	34	3	,	,	PUNCT
cblr-1758	34	4	startup	startup	NOUN
cblr-1758	34	5	outfit	outfit	NOUN
cblr-1758	34	6	applies	apply	VERB
cblr-1758	34	7	ai	ai	VERB
cblr-1758	34	8	to	to	PART
cblr-1758	34	9	tell	tell	VERB
cblr-1758	34	10	stories	story	NOUN
cblr-1758	34	11	,	,	PUNCT
cblr-1758	34	12	prevent	prevent	NOUN
cblr-1758	34	13	fraud	fraud	NOUN
cblr-1758	34	14	,	,	PUNCT
cblr-1758	34	15	am	be	AUX
cblr-1758	35	1	.	.	PUNCT
cblr-1758	35	2	banker	banker	NOUN
cblr-1758	35	3	,	,	PUNCT
cblr-1758	35	4	nov	nov	PROPN
cblr-1758	35	5	.	.	PROPN
cblr-1758	35	6	13	13	NUM
cblr-1758	35	7	,	,	PUNCT
cblr-1758	35	8	2013	2013	NUM
cblr-1758	35	9	,	,	PUNCT
cblr-1758	35	10	at	at	ADP
cblr-1758	35	11	7	7	NUM
cblr-1758	35	12	;	;	PUNCT
cblr-1758	35	13	see	see	VERB
cblr-1758	35	14	also	also	ADV
cblr-1758	35	15	bonnie	bonnie	PROPN
cblr-1758	35	16	henry	henry	PROPN
cblr-1758	35	17	,	,	PUNCT
cblr-1758	35	18	robots	robot	NOUN
cblr-1758	35	19	will	will	AUX
cblr-1758	35	20	never	never	ADV
cblr-1758	35	21	write	write	VERB
cblr-1758	35	22	this	this	DET
cblr-1758	35	23	column	column	NOUN
cblr-1758	35	24	,	,	PUNCT
cblr-1758	35	25	bonnie	bonnie	PROPN
cblr-1758	35	26	said	say	VERB
cblr-1758	35	27	,	,	PUNCT
cblr-1758	35	28	ariz	ariz	PROPN
cblr-1758	35	29	.	.	PUNCT
cblr-1758	36	1	daily	daily	PROPN
cblr-1758	36	2	star	star	PROPN
cblr-1758	36	3	,	,	PUNCT
cblr-1758	36	4	aug	aug	PROPN
cblr-1758	36	5	.	.	PROPN
cblr-1758	36	6	24	24	NUM
cblr-1758	36	7	,	,	PUNCT
cblr-1758	36	8	2014	2014	NUM
cblr-1758	36	9	,	,	PUNCT
cblr-1758	36	10	at	at	ADP
cblr-1758	36	11	e2	e2	PROPN
cblr-1758	36	12	“	"	PUNCT
cblr-1758	36	13	turns	turn	VERB
cblr-1758	36	14	out	out	ADP
cblr-1758	36	15	,	,	PUNCT
cblr-1758	36	16	robot	robot	NOUN
cblr-1758	36	17	writing	writing	NOUN
cblr-1758	36	18	is	be	AUX
cblr-1758	36	19	nothing	nothing	PRON
cblr-1758	36	20	new	new	ADJ
cblr-1758	36	21	to	to	ADP
cblr-1758	36	22	the	the	DET
cblr-1758	36	23	chicago	chicago	PROPN
cblr-1758	36	24	-	-	PUNCT
cblr-1758	36	25	based	base	VERB
cblr-1758	36	26	company	company	NOUN
cblr-1758	36	27	,	,	PUNCT
cblr-1758	36	28	narrative	narrative	NOUN
cblr-1758	36	29	science	science	NOUN
cblr-1758	36	30	,	,	PUNCT
cblr-1758	36	31	whose	whose	DET
cblr-1758	36	32	quill	quill	NOUN
cblr-1758	36	33	program	program	NOUN
cblr-1758	36	34	,	,	PUNCT
cblr-1758	36	35	according	accord	VERB
cblr-1758	36	36	to	to	ADP
cblr-1758	36	37	its	its	PRON
cblr-1758	36	38	website	website	NOUN
cblr-1758	36	39	,	,	PUNCT
cblr-1758	36	40	promises	promise	VERB
cblr-1758	36	41	to	to	PART
cblr-1758	36	42	crank	crank	VERB
cblr-1758	36	43	out	out	ADP
cblr-1758	36	44	‘	'	PUNCT
cblr-1758	36	45	artificial	artificial	ADJ
cblr-1758	36	46	intelligence	intelligence	NOUN
cblr-1758	36	47	that	that	PRON
cblr-1758	36	48	works	work	VERB
cblr-1758	36	49	for	for	ADP
cblr-1758	36	50	you	you	PRON
cblr-1758	36	51	.	.	PUNCT
cblr-1758	36	52	’	'	PUNCT
cblr-1758	37	1	not	not	PART
cblr-1758	37	2	only	only	ADV
cblr-1758	37	3	does	do	AUX
cblr-1758	37	4	quill	quill	NOUN
cblr-1758	37	5	analyze	analyze	VERB
cblr-1758	37	6	facts	fact	NOUN
cblr-1758	37	7	and	and	CCONJ
cblr-1758	37	8	figures	figure	NOUN
cblr-1758	37	9	,	,	PUNCT
cblr-1758	37	10	it	it	PRON
cblr-1758	37	11	also	also	ADV
cblr-1758	37	12	produces	produce	VERB
cblr-1758	37	13	‘	'	PUNCT
cblr-1758	37	14	a	a	DET
cblr-1758	37	15	story	story	NOUN
cblr-1758	37	16	indistinguishable	indistinguishable	ADJ
cblr-1758	37	17	from	from	ADP
cblr-1758	37	18	a	a	DET
cblr-1758	37	19	human	human	NOUN
cblr-1758	37	20	-	-	PUNCT
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cblr-1758	37	22	one	one	NUM
cblr-1758	37	23	.	.	PUNCT
cblr-1758	37	24	’	'	PUNCT
cblr-1758	37	25	.	.	PUNCT
cblr-1758	38	1	.	.	PUNCT
cblr-1758	38	2	.	.	PUNCT
cblr-1758	39	1	narrative	narrative	NOUN
cblr-1758	39	2	science	science	PROPN
cblr-1758	39	3	co	co	NOUN
cblr-1758	39	4	-	-	NOUN
cblr-1758	39	5	founder	founder	NOUN
cblr-1758	39	6	kris	kris	PROPN
cblr-1758	39	7	hammond	hammond	PROPN
cblr-1758	39	8	.	.	PUNCT
cblr-1758	39	9	.	.	PUNCT
cblr-1758	40	1	.	.	PUNCT
cblr-1758	41	1	told	tell	VERB
cblr-1758	41	2	the	the	DET
cblr-1758	41	3	new	new	PROPN
cblr-1758	41	4	york	york	PROPN
cblr-1758	41	5	times	times	PROPN
cblr-1758	42	1	[	[	X
cblr-1758	42	2	in	in	ADP
cblr-1758	42	3	2011	2011	NUM
cblr-1758	42	4	]	]	PUNCT
cblr-1758	42	5	that	that	SCONJ
cblr-1758	42	6	he	he	PRON
cblr-1758	42	7	believed	believe	VERB
cblr-1758	42	8	a	a	DET
cblr-1758	42	9	computer	computer	NOUN
cblr-1758	42	10	could	could	AUX
cblr-1758	42	11	write	write	VERB
cblr-1758	42	12	stories	story	NOUN
cblr-1758	42	13	worthy	worthy	ADJ
cblr-1758	42	14	of	of	ADP
cblr-1758	42	15	a	a	DET
cblr-1758	42	16	pulitzer	pulitzer	NOUN
cblr-1758	42	17	prize	prize	NOUN
cblr-1758	42	18	by	by	ADP
cblr-1758	42	19	2017	2017	NUM
cblr-1758	42	20	.	.	PUNCT
cblr-1758	42	21	”	"	PUNCT
cblr-1758	42	22	)	)	PUNCT
cblr-1758	42	23	.	.	PUNCT
cblr-1758	43	1	scopino	scopino	PROPN
cblr-1758	43	2	–	–	PUNCT
cblr-1758	43	3	final	final	ADJ
cblr-1758	43	4	no	no	NOUN
cblr-1758	43	5	.	.	PUNCT
cblr-1758	44	1	2:439	2:439	NUM
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cblr-1758	44	3	the	the	DET
cblr-1758	44	4	second	second	ADJ
cblr-1758	44	5	machine	machine	NOUN
cblr-1758	44	6	age	age	NOUN
cblr-1758	44	7	443	443	NUM
cblr-1758	44	8	purchase.7	purchase.7	NOUN
cblr-1758	44	9	indeed	indeed	ADV
cblr-1758	44	10	,	,	PUNCT
cblr-1758	44	11	thanks	thank	NOUN
cblr-1758	44	12	to	to	ADP
cblr-1758	44	13	recent	recent	ADJ
cblr-1758	44	14	advances	advance	NOUN
cblr-1758	44	15	in	in	ADP
cblr-1758	44	16	technological	technological	ADJ
cblr-1758	44	17	fields	field	NOUN
cblr-1758	44	18	such	such	ADJ
cblr-1758	44	19	as	as	ADP
cblr-1758	44	20	artificial	artificial	ADJ
cblr-1758	44	21	intelligence8	intelligence8	NOUN
cblr-1758	44	22	and	and	CCONJ
cblr-1758	44	23	machine	machine	NOUN
cblr-1758	44	24	learning,9	learning,9	NOUN
cblr-1758	44	25	robotic10	robotic10	NOUN
cblr-1758	44	26	computers	computer	NOUN
cblr-1758	44	27	and	and	CCONJ
cblr-1758	44	28	software	software	NOUN
cblr-1758	44	29	programs	program	NOUN
cblr-1758	44	30	are	be	AUX
cblr-1758	44	31	faster	fast	ADJ
cblr-1758	44	32	and	and	CCONJ
cblr-1758	44	33	better	well	ADJ
cblr-1758	44	34	than	than	ADP
cblr-1758	44	35	humans	human	NOUN
cblr-1758	44	36	at	at	ADP
cblr-1758	44	37	many	many	ADJ
cblr-1758	44	38	7	7	NUM
cblr-1758	44	39	see	see	NOUN
cblr-1758	44	40	,	,	PUNCT
cblr-1758	44	41	e.g.	e.g.	ADV
cblr-1758	44	42	,	,	PUNCT
cblr-1758	44	43	natasha	natasha	PROPN
cblr-1758	44	44	singer	singer	PROPN
cblr-1758	44	45	,	,	PUNCT
cblr-1758	44	46	listen	listen	VERB
cblr-1758	44	47	to	to	ADP
cblr-1758	44	48	pandora	pandora	NOUN
cblr-1758	44	49	,	,	PUNCT
cblr-1758	44	50	and	and	CCONJ
cblr-1758	44	51	it	it	PRON
cblr-1758	44	52	listens	listen	VERB
cblr-1758	44	53	back	back	ADV
cblr-1758	44	54	,	,	PUNCT
cblr-1758	44	55	n.y	n.y	PROPN
cblr-1758	44	56	.	.	PROPN
cblr-1758	44	57	times	times	PROPN
cblr-1758	44	58	,	,	PUNCT
cblr-1758	44	59	jan	jan	PROPN
cblr-1758	44	60	.	.	PROPN
cblr-1758	44	61	5	5	NUM
cblr-1758	44	62	,	,	PUNCT
cblr-1758	44	63	2014	2014	NUM
cblr-1758	44	64	,	,	PUNCT
cblr-1758	44	65	at	at	ADP
cblr-1758	44	66	bu3	bu3	NOUN
cblr-1758	44	67	;	;	PUNCT
cblr-1758	44	68	murad	murad	NOUN
cblr-1758	44	69	ahmed	ahmed	PROPN
cblr-1758	44	70	,	,	PUNCT
cblr-1758	44	71	facebook	facebook	PROPN
cblr-1758	44	72	understands	understand	VERB
cblr-1758	44	73	you	you	PRON
cblr-1758	44	74	better	well	ADV
cblr-1758	44	75	than	than	ADP
cblr-1758	44	76	your	your	PRON
cblr-1758	44	77	spouse	spouse	NOUN
cblr-1758	44	78	,	,	PUNCT
cblr-1758	44	79	fin	fin	NOUN
cblr-1758	44	80	.	.	PUNCT
cblr-1758	45	1	times	times	PROPN
cblr-1758	45	2	,	,	PUNCT
cblr-1758	45	3	jan	jan	PROPN
cblr-1758	45	4	.	.	PROPN
cblr-1758	45	5	12	12	NUM
cblr-1758	45	6	,	,	PUNCT
cblr-1758	45	7	2015	2015	NUM
cblr-1758	45	8	,	,	PUNCT
cblr-1758	45	9	available	available	ADJ
cblr-1758	45	10	at	at	ADP
cblr-1758	45	11	http://	http://	PROPN
cblr-1758	45	12	www.ft.com/intl/cms/s/0/3dfa397c-9a73-11e4-8426-00144feabdc0.htm	www.ft.com/intl/cms/s/0/3dfa397c-9a73-11e4-8426-00144feabdc0.htm	PROPN
cblr-1758	45	13	,	,	PUNCT
cblr-1758	45	14	archived	archive	VERB
cblr-1758	45	15	at	at	ADP
cblr-1758	45	16	http://perma.cc/5gbg-472s	http://perma.cc/5gbg-472s	PROPN
cblr-1758	45	17	.	.	PROPN
cblr-1758	45	18	8	8	NUM
cblr-1758	45	19	artificial	artificial	ADJ
cblr-1758	45	20	intelligence	intelligence	NOUN
cblr-1758	45	21	,	,	PUNCT
cblr-1758	45	22	oxford	oxford	PROPN
cblr-1758	45	23	english	english	PROPN
cblr-1758	45	24	dictionary	dictionary	PROPN
cblr-1758	45	25	online	online	ADV
cblr-1758	45	26	,	,	PUNCT
cblr-1758	46	1	http://www.oed.com/view/entry/271625?redirectedfrom=artificial+intellig	http://www.oed.com/view/entry/271625?redirectedfrom=artificial+intellig	PROPN
cblr-1758	46	2	ence#eid	ence#eid	PROPN
cblr-1758	46	3	,	,	PUNCT
cblr-1758	46	4	archived	archive	VERB
cblr-1758	46	5	at	at	ADP
cblr-1758	46	6	http://perma.cc/v9u6-yh9b	http://perma.cc/v9u6-yh9b	PROPN
cblr-1758	46	7	(	(	PUNCT
cblr-1758	46	8	“	"	PUNCT
cblr-1758	46	9	the	the	DET
cblr-1758	46	10	capacity	capacity	NOUN
cblr-1758	46	11	of	of	ADP
cblr-1758	46	12	computers	computer	NOUN
cblr-1758	46	13	or	or	CCONJ
cblr-1758	46	14	other	other	ADJ
cblr-1758	46	15	machines	machine	NOUN
cblr-1758	46	16	to	to	PART
cblr-1758	46	17	exhibit	exhibit	VERB
cblr-1758	46	18	or	or	CCONJ
cblr-1758	46	19	simulate	simulate	VERB
cblr-1758	46	20	intelligent	intelligent	ADJ
cblr-1758	46	21	behaviour	behaviour	NOUN
cblr-1758	46	22	;	;	PUNCT
cblr-1758	46	23	the	the	DET
cblr-1758	46	24	field	field	NOUN
cblr-1758	46	25	of	of	ADP
cblr-1758	46	26	study	study	NOUN
cblr-1758	46	27	concerned	concern	VERB
cblr-1758	46	28	with	with	ADP
cblr-1758	46	29	this	this	PRON
cblr-1758	46	30	.	.	PUNCT
cblr-1758	46	31	”	"	PUNCT
cblr-1758	46	32	)	)	PUNCT
cblr-1758	46	33	;	;	PUNCT
cblr-1758	46	34	see	see	VERB
cblr-1758	46	35	also	also	ADV
cblr-1758	46	36	john	john	PROPN
cblr-1758	46	37	markoff	markoff	PROPN
cblr-1758	46	38	,	,	PUNCT
cblr-1758	46	39	study	study	VERB
cblr-1758	46	40	to	to	PART
cblr-1758	46	41	examine	examine	VERB
cblr-1758	46	42	effects	effect	NOUN
cblr-1758	46	43	of	of	ADP
cblr-1758	46	44	artificial	artificial	ADJ
cblr-1758	46	45	intelligence	intelligence	NOUN
cblr-1758	46	46	,	,	PUNCT
cblr-1758	46	47	n.y	n.y	PROPN
cblr-1758	46	48	.	.	PROPN
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cblr-1758	46	50	,	,	PUNCT
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cblr-1758	46	52	.	.	PROPN
cblr-1758	46	53	16	16	NUM
cblr-1758	46	54	,	,	PUNCT
cblr-1758	46	55	2014	2014	NUM
cblr-1758	46	56	,	,	PUNCT
cblr-1758	46	57	at	at	ADP
cblr-1758	46	58	a19	a19	PROPN
cblr-1758	46	59	(	(	PUNCT
cblr-1758	46	60	“	"	PUNCT
cblr-1758	46	61	artificial	artificial	ADJ
cblr-1758	46	62	intelligence	intelligence	NOUN
cblr-1758	46	63	describes	describe	VERB
cblr-1758	46	64	computer	computer	NOUN
cblr-1758	46	65	systems	system	NOUN
cblr-1758	46	66	that	that	PRON
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cblr-1758	46	68	tasks	task	NOUN
cblr-1758	46	69	traditionally	traditionally	ADV
cblr-1758	46	70	requiring	require	VERB
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cblr-1758	46	72	intelligence	intelligence	NOUN
cblr-1758	46	73	and	and	CCONJ
cblr-1758	46	74	perception	perception	NOUN
cblr-1758	46	75	.	.	PUNCT
cblr-1758	46	76	”	"	PUNCT
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cblr-1758	46	78	.	.	PUNCT
cblr-1758	47	1	“	"	PUNCT
cblr-1758	47	2	artificial	artificial	ADJ
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cblr-1758	47	4	”	"	PUNCT
cblr-1758	47	5	is	be	AUX
cblr-1758	47	6	frequently	frequently	ADV
cblr-1758	47	7	abbreviated	abbreviate	VERB
cblr-1758	47	8	as	as	ADP
cblr-1758	47	9	“	"	PUNCT
cblr-1758	47	10	ai	ai	NOUN
cblr-1758	47	11	.	.	PUNCT
cblr-1758	47	12	”	"	PUNCT
cblr-1758	47	13	see	see	VERB
cblr-1758	47	14	,	,	PUNCT
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cblr-1758	47	16	,	,	PUNCT
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cblr-1758	47	27	:	:	PUNCT
cblr-1758	47	28	work	work	NOUN
cblr-1758	47	29	,	,	PUNCT
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cblr-1758	47	31	,	,	PUNCT
cblr-1758	47	32	and	and	CCONJ
cblr-1758	47	33	prosperity	prosperity	NOUN
cblr-1758	47	34	in	in	ADP
cblr-1758	47	35	a	a	DET
cblr-1758	47	36	time	time	NOUN
cblr-1758	47	37	of	of	ADP
cblr-1758	47	38	brilliant	brilliant	ADJ
cblr-1758	47	39	technologies	technology	NOUN
cblr-1758	47	40	90	90	NUM
cblr-1758	47	41	(	(	PUNCT
cblr-1758	47	42	2014	2014	NUM
cblr-1758	47	43	)	)	PUNCT
cblr-1758	48	1	[	[	X
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cblr-1758	48	4	&	&	CCONJ
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cblr-1758	48	6	,	,	PUNCT
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cblr-1758	48	11	]	]	X
cblr-1758	48	12	.	.	PUNCT
cblr-1758	49	1	9	9	NUM
cblr-1758	49	2	“	"	PUNCT
cblr-1758	49	3	[	[	X
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cblr-1758	49	6	”	"	PUNCT
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cblr-1758	49	8	“	"	PUNCT
cblr-1758	49	9	the	the	DET
cblr-1758	49	10	ability	ability	NOUN
cblr-1758	49	11	of	of	ADP
cblr-1758	49	12	a	a	DET
cblr-1758	49	13	computer	computer	NOUN
cblr-1758	49	14	to	to	PART
cblr-1758	49	15	automatically	automatically	ADV
cblr-1758	49	16	refine	refine	VERB
cblr-1758	49	17	its	its	PRON
cblr-1758	49	18	methods	method	NOUN
cblr-1758	49	19	and	and	CCONJ
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cblr-1758	50	9	,	,	PUNCT
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cblr-1758	51	26	,	,	PUNCT
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cblr-1758	51	34	at	at	ADP
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cblr-1758	51	37	“	"	PUNCT
cblr-1758	51	38	artificial	artificial	ADJ
cblr-1758	51	39	intelligence	intelligence	NOUN
cblr-1758	51	40	has	have	AUX
cblr-1758	51	41	arrived	arrive	VERB
cblr-1758	51	42	in	in	ADP
cblr-1758	51	43	the	the	DET
cblr-1758	51	44	american	american	ADJ
cblr-1758	51	45	workplace	workplace	NOUN
cblr-1758	51	46	,	,	PUNCT
cblr-1758	51	47	spawning	spawning	NOUN
cblr-1758	51	48	tools	tool	NOUN
cblr-1758	51	49	that	that	PRON
cblr-1758	51	50	replicate	replicate	VERB
cblr-1758	51	51	human	human	ADJ
cblr-1758	51	52	judgments	judgment	NOUN
cblr-1758	51	53	that	that	PRON
cblr-1758	51	54	were	be	AUX
cblr-1758	51	55	too	too	ADV
cblr-1758	51	56	complicated	complicated	ADJ
cblr-1758	51	57	and	and	CCONJ
cblr-1758	51	58	subtle	subtle	ADJ
cblr-1758	51	59	to	to	PART
cblr-1758	51	60	distill	distill	VERB
cblr-1758	51	61	into	into	ADP
cblr-1758	51	62	instructions	instruction	NOUN
cblr-1758	51	63	for	for	ADP
cblr-1758	51	64	a	a	DET
cblr-1758	51	65	computer	computer	NOUN
cblr-1758	51	66	.	.	PUNCT
cblr-1758	52	1	algorithms	algorithm	NOUN
cblr-1758	52	2	that	that	PRON
cblr-1758	52	3	‘	'	PUNCT
cblr-1758	52	4	learn	learn	VERB
cblr-1758	52	5	’	'	PUNCT
cblr-1758	52	6	from	from	ADP
cblr-1758	52	7	past	past	ADJ
cblr-1758	52	8	examples	example	NOUN
cblr-1758	52	9	relieve	relieve	VERB
cblr-1758	52	10	engineers	engineer	NOUN
cblr-1758	52	11	of	of	ADP
cblr-1758	52	12	the	the	DET
cblr-1758	52	13	need	need	NOUN
cblr-1758	52	14	to	to	PART
cblr-1758	52	15	write	write	VERB
cblr-1758	52	16	out	out	ADP
cblr-1758	52	17	every	every	DET
cblr-1758	52	18	command	command	NOUN
cblr-1758	52	19	.	.	PUNCT
cblr-1758	52	20	”	"	PUNCT
cblr-1758	52	21	)	)	PUNCT
cblr-1758	52	22	.	.	PUNCT
cblr-1758	53	1	10	10	NUM
cblr-1758	53	2	robotic	robotic	ADJ
cblr-1758	53	3	,	,	PUNCT
cblr-1758	53	4	oxford	oxford	PROPN
cblr-1758	53	5	english	english	PROPN
cblr-1758	53	6	dictionary	dictionary	PROPN
cblr-1758	53	7	online	online	ADV
cblr-1758	53	8	,	,	PUNCT
cblr-1758	53	9	http://www.oed.com.ezproxy.cul.columbia.edu/view/entry/166642	http://www.oed.com.ezproxy.cul.columbia.edu/view/entry/166642	PROPN
cblr-1758	53	10	,	,	PUNCT
cblr-1758	53	11	archived	archive	VERB
cblr-1758	53	12	at	at	ADP
cblr-1758	53	13	http://perma.cc/6ypp-ee5s	http://perma.cc/6ypp-ee5s	PROPN
cblr-1758	53	14	(	(	PUNCT
cblr-1758	53	15	“	"	PUNCT
cblr-1758	53	16	of	of	ADP
cblr-1758	53	17	the	the	DET
cblr-1758	53	18	nature	nature	NOUN
cblr-1758	53	19	of	of	ADP
cblr-1758	53	20	a	a	DET
cblr-1758	53	21	robot	robot	NOUN
cblr-1758	53	22	;	;	PUNCT
cblr-1758	53	23	of	of	ADP
cblr-1758	53	24	or	or	CCONJ
cblr-1758	53	25	relating	relate	VERB
cblr-1758	53	26	to	to	ADP
cblr-1758	53	27	robots	robot	NOUN
cblr-1758	53	28	.	.	PUNCT
cblr-1758	54	1	also	also	ADV
cblr-1758	54	2	:	:	PUNCT
cblr-1758	54	3	that	that	PRON
cblr-1758	54	4	is	be	AUX
cblr-1758	54	5	a	a	DET
cblr-1758	54	6	robot	robot	NOUN
cblr-1758	54	7	.	.	PUNCT
cblr-1758	54	8	”	"	PUNCT
cblr-1758	54	9	)	)	PUNCT
cblr-1758	54	10	.	.	PUNCT
cblr-1758	55	1	robot	robot	NOUN
cblr-1758	55	2	,	,	PUNCT
cblr-1758	55	3	oxford	oxford	PROPN
cblr-1758	55	4	english	english	PROPN
cblr-1758	55	5	dictionary	dictionary	PROPN
cblr-1758	55	6	online	online	ADV
cblr-1758	55	7	,	,	PUNCT
cblr-1758	55	8	http://www.oed.com.ezproxy.cul.columbia.edu/view/entry/166641	http://www.oed.com.ezproxy.cul.columbia.edu/view/entry/166641	PROPN
cblr-1758	55	9	(	(	PUNCT
cblr-1758	55	10	“	"	PUNCT
cblr-1758	55	11	1.a	1.a	NUM
cblr-1758	55	12	.	.	PUNCT
cblr-1758	55	13	chiefly	chiefly	PROPN
cblr-1758	55	14	science	science	NOUN
cblr-1758	55	15	fiction	fiction	NOUN
cblr-1758	55	16	.	.	PUNCT
cblr-1758	56	1	an	an	DET
cblr-1758	56	2	intelligent	intelligent	ADJ
cblr-1758	56	3	artificial	artificial	ADJ
cblr-1758	56	4	being	being	NOUN
cblr-1758	56	5	typically	typically	ADV
cblr-1758	56	6	made	make	VERB
cblr-1758	56	7	of	of	ADP
cblr-1758	56	8	metal	metal	NOUN
cblr-1758	56	9	and	and	CCONJ
cblr-1758	56	10	resembling	resemble	VERB
cblr-1758	56	11	in	in	ADP
cblr-1758	56	12	some	some	DET
cblr-1758	56	13	way	way	NOUN
cblr-1758	56	14	a	a	DET
cblr-1758	56	15	human	human	ADJ
cblr-1758	56	16	or	or	CCONJ
cblr-1758	56	17	other	other	ADJ
cblr-1758	56	18	animal	animal	NOUN
cblr-1758	56	19	.	.	PUNCT
cblr-1758	56	20	.	.	PUNCT
cblr-1758	56	21	.	.	PUNCT
cblr-1758	56	22	.	.	PUNCT
cblr-1758	57	1	2	2	X
cblr-1758	57	2	.	.	X
cblr-1758	57	3	a	a	DET
cblr-1758	57	4	machine	machine	NOUN
cblr-1758	57	5	capable	capable	ADJ
cblr-1758	57	6	of	of	ADP
cblr-1758	57	7	automatically	automatically	ADV
cblr-1758	57	8	carrying	carry	VERB
cblr-1758	57	9	out	out	ADP
cblr-1758	57	10	a	a	DET
cblr-1758	57	11	complex	complex	ADJ
cblr-1758	57	12	series	series	NOUN
cblr-1758	57	13	of	of	ADP
cblr-1758	57	14	movements	movement	NOUN
cblr-1758	57	15	,	,	PUNCT
cblr-1758	57	16	esp	esp	ADJ
cblr-1758	57	17	.	.	PUNCT
cblr-1758	58	1	one	one	NUM
cblr-1758	58	2	which	which	PRON
cblr-1758	58	3	is	be	AUX
cblr-1758	58	4	programmable	programmable	ADJ
cblr-1758	58	5	.	.	PUNCT
cblr-1758	58	6	”	"	PUNCT
cblr-1758	58	7	)	)	PUNCT
cblr-1758	58	8	.	.	PUNCT
cblr-1758	59	1	scopino	scopino	PROPN
cblr-1758	59	2	–	–	PUNCT
cblr-1758	60	1	final	final	ADJ
cblr-1758	60	2	444	444	NUM
cblr-1758	60	3	columbia	columbia	PROPN
cblr-1758	60	4	business	business	NOUN
cblr-1758	60	5	law	law	PROPN
cblr-1758	60	6	review	review	NOUN
cblr-1758	60	7	[	[	X
cblr-1758	60	8	vol	vol	NOUN
cblr-1758	60	9	.	.	PUNCT
cblr-1758	60	10	2015	2015	NUM
cblr-1758	60	11	activities.11	activities.11	ADJ
cblr-1758	60	12	for	for	ADP
cblr-1758	60	13	example	example	NOUN
cblr-1758	60	14	,	,	PUNCT
cblr-1758	60	15	computers	computer	NOUN
cblr-1758	60	16	and	and	CCONJ
cblr-1758	60	17	software	software	NOUN
cblr-1758	60	18	programs	program	NOUN
cblr-1758	60	19	are	be	AUX
cblr-1758	60	20	ideally	ideally	ADV
cblr-1758	60	21	suited	suit	VERB
cblr-1758	60	22	for	for	ADP
cblr-1758	60	23	work	work	NOUN
cblr-1758	60	24	that	that	PRON
cblr-1758	60	25	involves	involve	VERB
cblr-1758	60	26	analyzing	analyze	VERB
cblr-1758	60	27	numbers	number	NOUN
cblr-1758	60	28	and	and	CCONJ
cblr-1758	60	29	drawing	draw	VERB
cblr-1758	60	30	conclusions	conclusion	NOUN
cblr-1758	60	31	from	from	ADP
cblr-1758	60	32	them.12	them.12	NOUN
cblr-1758	60	33	it	it	PRON
cblr-1758	60	34	just	just	ADV
cblr-1758	60	35	so	so	ADV
cblr-1758	60	36	happens	happen	VERB
cblr-1758	60	37	that	that	SCONJ
cblr-1758	60	38	many	many	ADJ
cblr-1758	60	39	of	of	ADP
cblr-1758	60	40	the	the	DET
cblr-1758	60	41	tasks	task	NOUN
cblr-1758	60	42	computers	computer	NOUN
cblr-1758	60	43	and	and	CCONJ
cblr-1758	60	44	software	software	NOUN
cblr-1758	60	45	programs	program	NOUN
cblr-1758	60	46	do	do	AUX
cblr-1758	60	47	extremely	extremely	ADV
cblr-1758	60	48	well	well	ADV
cblr-1758	60	49	significantly	significantly	ADV
cblr-1758	60	50	overlap	overlap	VERB
cblr-1758	60	51	with	with	ADP
cblr-1758	60	52	the	the	DET
cblr-1758	60	53	tasks	task	NOUN
cblr-1758	60	54	that	that	SCONJ
cblr-1758	60	55	human	human	ADJ
cblr-1758	60	56	intermediaries	intermediary	NOUN
cblr-1758	60	57	do	do	VERB
cblr-1758	60	58	in	in	ADP
cblr-1758	60	59	the	the	DET
cblr-1758	60	60	financial	financial	ADJ
cblr-1758	60	61	markets	market	NOUN
cblr-1758	60	62	for	for	ADP
cblr-1758	60	63	futures	future	NOUN
cblr-1758	60	64	contracts,13	contracts,13	NOUN
cblr-1758	60	65	swaps,14	swaps,14	ADV
cblr-1758	60	66	and	and	CCONJ
cblr-1758	60	67	other	other	ADJ
cblr-1758	60	68	derivatives,15	derivatives,15	ADJ
cblr-1758	60	69	which	which	PRON
cblr-1758	60	70	will	will	AUX
cblr-1758	60	71	11	11	NUM
cblr-1758	60	72	mian	mian	PROPN
cblr-1758	60	73	ridge	ridge	PROPN
cblr-1758	60	74	,	,	PUNCT
cblr-1758	60	75	where	where	SCONJ
cblr-1758	60	76	does	do	AUX
cblr-1758	60	77	watson	watson	PROPN
cblr-1758	60	78	the	the	DET
cblr-1758	60	79	supercomputer	supercomputer	NOUN
cblr-1758	60	80	leave	leave	VERB
cblr-1758	60	81	mere	mere	ADJ
cblr-1758	60	82	human	human	ADJ
cblr-1758	60	83	workers	worker	NOUN
cblr-1758	60	84	,	,	PUNCT
cblr-1758	60	85	fin	fin	NOUN
cblr-1758	60	86	.	.	PUNCT
cblr-1758	61	1	times	times	PROPN
cblr-1758	61	2	bus	bus	PROPN
cblr-1758	61	3	.	.	PUNCT
cblr-1758	62	1	blog	blog	PROPN
cblr-1758	62	2	(	(	PUNCT
cblr-1758	62	3	nov	nov	PROPN
cblr-1758	62	4	.	.	PROPN
cblr-1758	62	5	26	26	NUM
cblr-1758	62	6	,	,	PUNCT
cblr-1758	62	7	2014	2014	NUM
cblr-1758	62	8	,	,	PUNCT
cblr-1758	62	9	12:55	12:55	NUM
cblr-1758	62	10	pm	pm	NOUN
cblr-1758	62	11	)	)	PUNCT
cblr-1758	62	12	,	,	PUNCT
cblr-1758	62	13	http://blogs.ft.com/businessblog/2014/11/where-does-watson-the-super	http://blogs.ft.com/businessblog/2014/11/where-does-watson-the-super	PROPN
cblr-1758	62	14	computer	computer	NOUN
cblr-1758	62	15	-	-	PUNCT
cblr-1758	62	16	leave	leave	VERB
cblr-1758	62	17	-	-	PUNCT
cblr-1758	62	18	mere	mere	ADJ
cblr-1758	62	19	-	-	PUNCT
cblr-1758	62	20	human	human	NOUN
cblr-1758	62	21	-	-	PUNCT
cblr-1758	62	22	workers	worker	NOUN
cblr-1758	62	23	,	,	PUNCT
cblr-1758	62	24	archived	archive	VERB
cblr-1758	62	25	at	at	ADP
cblr-1758	62	26	http://perma.cc/xn4wnbdg	http://perma.cc/xn4wnbdg	ADV
cblr-1758	62	27	(	(	PUNCT
cblr-1758	62	28	stating	state	VERB
cblr-1758	62	29	that	that	DET
cblr-1758	62	30	watson	watson	NOUN
cblr-1758	62	31	,	,	PUNCT
cblr-1758	62	32	the	the	DET
cblr-1758	62	33	ibm	ibm	PROPN
cblr-1758	62	34	supercomputer	supercomputer	NOUN
cblr-1758	62	35	,	,	PUNCT
cblr-1758	62	36	“	"	PUNCT
cblr-1758	62	37	read	read	VERB
cblr-1758	62	38	every	every	DET
cblr-1758	62	39	one	one	NUM
cblr-1758	62	40	of	of	ADP
cblr-1758	62	41	the	the	DET
cblr-1758	62	42	70,000	70,000	NUM
cblr-1758	62	43	papers	paper	NOUN
cblr-1758	62	44	that	that	PRON
cblr-1758	62	45	have	have	AUX
cblr-1758	62	46	been	be	AUX
cblr-1758	62	47	published	publish	VERB
cblr-1758	62	48	”	"	PUNCT
cblr-1758	62	49	on	on	ADP
cblr-1758	62	50	a	a	DET
cblr-1758	62	51	given	give	VERB
cblr-1758	62	52	medical	medical	ADJ
cblr-1758	62	53	topic	topic	NOUN
cblr-1758	62	54	and	and	CCONJ
cblr-1758	62	55	turned	turn	VERB
cblr-1758	62	56	up	up	ADP
cblr-1758	62	57	“	"	PUNCT
cblr-1758	62	58	six	six	NUM
cblr-1758	62	59	previously	previously	ADV
cblr-1758	62	60	undiscovered	undiscovered	ADJ
cblr-1758	62	61	connections	connection	NOUN
cblr-1758	62	62	.	.	PUNCT
cblr-1758	62	63	.	.	PUNCT
cblr-1758	62	64	.	.	PUNCT
cblr-1758	62	65	.	.	PUNCT
cblr-1758	63	1	[	[	X
cblr-1758	63	2	i]t	i]t	PRON
cblr-1758	63	3	would	would	AUX
cblr-1758	63	4	take	take	VERB
cblr-1758	63	5	a	a	DET
cblr-1758	63	6	human	human	ADJ
cblr-1758	63	7	scientist	scientist	NOUN
cblr-1758	63	8	nearly	nearly	ADV
cblr-1758	63	9	38	38	NUM
cblr-1758	63	10	years	year	NOUN
cblr-1758	63	11	to	to	PART
cblr-1758	63	12	read	read	VERB
cblr-1758	63	13	that	that	DET
cblr-1758	63	14	number	number	NOUN
cblr-1758	63	15	of	of	ADP
cblr-1758	63	16	papers	paper	NOUN
cblr-1758	63	17	.	.	PUNCT
cblr-1758	63	18	”	"	PUNCT
cblr-1758	63	19	)	)	PUNCT
cblr-1758	63	20	.	.	PUNCT
cblr-1758	64	1	12	12	NUM
cblr-1758	64	2	see	see	VERB
cblr-1758	64	3	rob	rob	PROPN
cblr-1758	64	4	enderle	enderle	PROPN
cblr-1758	64	5	,	,	PUNCT
cblr-1758	64	6	what	what	PRON
cblr-1758	64	7	the	the	DET
cblr-1758	64	8	robot	robot	NOUN
cblr-1758	64	9	apocalypse	apocalypse	NOUN
cblr-1758	64	10	will	will	AUX
cblr-1758	64	11	mean	mean	VERB
cblr-1758	64	12	for	for	ADP
cblr-1758	64	13	it	it	PRON
cblr-1758	64	14	,	,	PUNCT
cblr-1758	64	15	jobs	job	NOUN
cblr-1758	64	16	and	and	CCONJ
cblr-1758	64	17	work	work	NOUN
cblr-1758	64	18	,	,	PUNCT
cblr-1758	64	19	computerworld	computerworld	PROPN
cblr-1758	64	20	(	(	PUNCT
cblr-1758	64	21	july	july	PROPN
cblr-1758	64	22	11	11	NUM
cblr-1758	64	23	,	,	PUNCT
cblr-1758	64	24	2014	2014	NUM
cblr-1758	64	25	,	,	PUNCT
cblr-1758	64	26	11:08	11:08	NUM
cblr-1758	64	27	am	am	NOUN
cblr-1758	64	28	)	)	PUNCT
cblr-1758	64	29	,	,	PUNCT
cblr-1758	64	30	http://www.computerworld.com/article/2489887/data-center/what-therobot-apocalypse-will-mean-for-it-jobs-and-work.html	http://www.computerworld.com/article/2489887/data-center/what-therobot-apocalypse-will-mean-for-it-jobs-and-work.html	PROPN
cblr-1758	64	31	,	,	PUNCT
cblr-1758	64	32	archived	archive	VERB
cblr-1758	64	33	at	at	ADP
cblr-1758	64	34	http://perma.cc/kg9b-pj2j	http://perma.cc/kg9b-pj2j	PROPN
cblr-1758	64	35	(	(	PUNCT
cblr-1758	64	36	stating	state	VERB
cblr-1758	64	37	that	that	SCONJ
cblr-1758	64	38	computers	computer	NOUN
cblr-1758	64	39	likely	likely	ADV
cblr-1758	64	40	will	will	AUX
cblr-1758	64	41	replace	replace	VERB
cblr-1758	64	42	“	"	PUNCT
cblr-1758	64	43	[	[	X
cblr-1758	64	44	w]orkers	w]orker	NOUN
cblr-1758	64	45	who	who	PRON
cblr-1758	64	46	basically	basically	ADV
cblr-1758	64	47	look	look	VERB
cblr-1758	64	48	at	at	ADP
cblr-1758	64	49	numbers	number	NOUN
cblr-1758	64	50	and	and	CCONJ
cblr-1758	64	51	draw	draw	VERB
cblr-1758	64	52	conclusions	conclusion	NOUN
cblr-1758	64	53	”	"	PUNCT
cblr-1758	64	54	)	)	PUNCT
cblr-1758	64	55	.	.	PUNCT
cblr-1758	65	1	13	13	NUM
cblr-1758	66	1	the	the	DET
cblr-1758	66	2	commodity	commodity	NOUN
cblr-1758	66	3	exchange	exchange	PROPN
cblr-1758	66	4	act	act	PROPN
cblr-1758	66	5	(	(	PUNCT
cblr-1758	66	6	“	"	PUNCT
cblr-1758	66	7	cea	cea	PROPN
cblr-1758	66	8	”	"	PUNCT
cblr-1758	66	9	)	)	PUNCT
cblr-1758	66	10	does	do	AUX
cblr-1758	66	11	not	not	PART
cblr-1758	66	12	define	define	VERB
cblr-1758	66	13	a	a	DET
cblr-1758	66	14	futures	future	NOUN
cblr-1758	66	15	contract	contract	NOUN
cblr-1758	66	16	,	,	PUNCT
cblr-1758	66	17	but	but	CCONJ
cblr-1758	66	18	a	a	DET
cblr-1758	66	19	helpful	helpful	ADJ
cblr-1758	66	20	general	general	ADJ
cblr-1758	66	21	definition	definition	NOUN
cblr-1758	66	22	of	of	ADP
cblr-1758	66	23	the	the	DET
cblr-1758	66	24	term	term	NOUN
cblr-1758	66	25	is	be	AUX
cblr-1758	66	26	as	as	SCONJ
cblr-1758	66	27	follows	follow	VERB
cblr-1758	66	28	:	:	PUNCT
cblr-1758	66	29	a	a	DET
cblr-1758	66	30	commodities	commodity	NOUN
cblr-1758	66	31	futures	future	NOUN
cblr-1758	66	32	contract	contract	NOUN
cblr-1758	66	33	is	be	AUX
cblr-1758	66	34	an	an	DET
cblr-1758	66	35	executory	executory	ADJ
cblr-1758	66	36	contract	contract	NOUN
cblr-1758	66	37	for	for	ADP
cblr-1758	66	38	the	the	DET
cblr-1758	66	39	sale	sale	NOUN
cblr-1758	66	40	of	of	ADP
cblr-1758	66	41	a	a	DET
cblr-1758	66	42	commodity	commodity	NOUN
cblr-1758	66	43	executed	execute	VERB
cblr-1758	66	44	at	at	ADP
cblr-1758	66	45	a	a	DET
cblr-1758	66	46	specific	specific	ADJ
cblr-1758	66	47	point	point	NOUN
cblr-1758	66	48	in	in	ADP
cblr-1758	66	49	time	time	NOUN
cblr-1758	66	50	with	with	ADP
cblr-1758	66	51	delivery	delivery	NOUN
cblr-1758	66	52	of	of	ADP
cblr-1758	66	53	the	the	DET
cblr-1758	66	54	commodity	commodity	NOUN
cblr-1758	66	55	postponed	postpone	VERB
cblr-1758	66	56	to	to	ADP
cblr-1758	66	57	a	a	DET
cblr-1758	66	58	future	future	ADJ
cblr-1758	66	59	date	date	NOUN
cblr-1758	66	60	.	.	PUNCT
cblr-1758	67	1	every	every	DET
cblr-1758	67	2	commodities	commodity	NOUN
cblr-1758	67	3	futures	future	NOUN
cblr-1758	67	4	contract	contract	NOUN
cblr-1758	67	5	has	have	VERB
cblr-1758	67	6	a	a	DET
cblr-1758	67	7	seller	seller	NOUN
cblr-1758	67	8	and	and	CCONJ
cblr-1758	67	9	a	a	DET
cblr-1758	67	10	buyer	buyer	NOUN
cblr-1758	67	11	.	.	PUNCT
cblr-1758	68	1	the	the	DET
cblr-1758	68	2	seller	seller	NOUN
cblr-1758	68	3	,	,	PUNCT
cblr-1758	68	4	called	call	VERB
cblr-1758	68	5	a	a	DET
cblr-1758	68	6	“	"	PUNCT
cblr-1758	68	7	short	short	ADJ
cblr-1758	68	8	,	,	PUNCT
cblr-1758	68	9	”	"	PUNCT
cblr-1758	68	10	agrees	agree	VERB
cblr-1758	68	11	for	for	ADP
cblr-1758	68	12	a	a	DET
cblr-1758	68	13	price	price	NOUN
cblr-1758	68	14	,	,	PUNCT
cblr-1758	68	15	fixed	fix	VERB
cblr-1758	68	16	at	at	ADP
cblr-1758	68	17	the	the	DET
cblr-1758	68	18	time	time	NOUN
cblr-1758	68	19	of	of	ADP
cblr-1758	68	20	contract	contract	NOUN
cblr-1758	68	21	,	,	PUNCT
cblr-1758	68	22	to	to	PART
cblr-1758	68	23	deliver	deliver	VERB
cblr-1758	68	24	a	a	DET
cblr-1758	68	25	specified	specified	ADJ
cblr-1758	68	26	quantity	quantity	NOUN
cblr-1758	68	27	and	and	CCONJ
cblr-1758	68	28	grade	grade	NOUN
cblr-1758	68	29	of	of	ADP
cblr-1758	68	30	an	an	DET
cblr-1758	68	31	identified	identify	VERB
cblr-1758	68	32	commodity	commodity	NOUN
cblr-1758	68	33	at	at	ADP
cblr-1758	68	34	a	a	DET
cblr-1758	68	35	date	date	NOUN
cblr-1758	68	36	in	in	ADP
cblr-1758	68	37	the	the	DET
cblr-1758	68	38	future	future	NOUN
cblr-1758	68	39	.	.	PUNCT
cblr-1758	69	1	the	the	DET
cblr-1758	69	2	buyer	buyer	NOUN
cblr-1758	69	3	,	,	PUNCT
cblr-1758	69	4	or	or	CCONJ
cblr-1758	69	5	“	"	PUNCT
cblr-1758	69	6	long	long	ADV
cblr-1758	69	7	,	,	PUNCT
cblr-1758	69	8	”	"	PUNCT
cblr-1758	69	9	agrees	agree	VERB
cblr-1758	69	10	to	to	PART
cblr-1758	69	11	accept	accept	VERB
cblr-1758	69	12	delivery	delivery	NOUN
cblr-1758	69	13	at	at	ADP
cblr-1758	69	14	that	that	DET
cblr-1758	69	15	future	future	ADJ
cblr-1758	69	16	date	date	NOUN
cblr-1758	69	17	at	at	ADP
cblr-1758	69	18	the	the	DET
cblr-1758	69	19	price	price	NOUN
cblr-1758	69	20	fixed	fix	VERB
cblr-1758	69	21	in	in	ADP
cblr-1758	69	22	the	the	DET
cblr-1758	69	23	contract	contract	NOUN
cblr-1758	69	24	.	.	PUNCT
cblr-1758	70	1	it	it	PRON
cblr-1758	70	2	is	be	AUX
cblr-1758	70	3	the	the	DET
cblr-1758	70	4	rare	rare	ADJ
cblr-1758	70	5	case	case	NOUN
cblr-1758	70	6	when	when	SCONJ
cblr-1758	70	7	buyers	buyer	NOUN
cblr-1758	70	8	and	and	CCONJ
cblr-1758	70	9	sellers	seller	NOUN
cblr-1758	70	10	settle	settle	VERB
cblr-1758	70	11	their	their	PRON
cblr-1758	70	12	obligations	obligation	NOUN
cblr-1758	70	13	under	under	ADP
cblr-1758	70	14	futures	future	NOUN
cblr-1758	70	15	contracts	contract	NOUN
cblr-1758	70	16	by	by	ADP
cblr-1758	70	17	actually	actually	ADV
cblr-1758	70	18	delivering	deliver	VERB
cblr-1758	70	19	the	the	DET
cblr-1758	70	20	commodity	commodity	NOUN
cblr-1758	70	21	.	.	PUNCT
cblr-1758	71	1	rather	rather	ADV
cblr-1758	71	2	,	,	PUNCT
cblr-1758	71	3	they	they	PRON
cblr-1758	71	4	routinely	routinely	ADV
cblr-1758	71	5	take	take	VERB
cblr-1758	71	6	a	a	DET
cblr-1758	71	7	short	short	ADJ
cblr-1758	71	8	or	or	CCONJ
cblr-1758	71	9	long	long	ADJ
cblr-1758	71	10	position	position	NOUN
cblr-1758	71	11	in	in	ADP
cblr-1758	71	12	order	order	NOUN
cblr-1758	71	13	to	to	PART
cblr-1758	71	14	speculate	speculate	VERB
cblr-1758	71	15	on	on	ADP
cblr-1758	71	16	the	the	DET
cblr-1758	71	17	future	future	ADJ
cblr-1758	71	18	price	price	NOUN
cblr-1758	71	19	of	of	ADP
cblr-1758	71	20	the	the	DET
cblr-1758	71	21	commodity	commodity	NOUN
cblr-1758	71	22	.	.	PUNCT
cblr-1758	72	1	hunter	hunter	NOUN
cblr-1758	72	2	v.	v.	PROPN
cblr-1758	72	3	ferc	ferc	PROPN
cblr-1758	72	4	,	,	PUNCT
cblr-1758	72	5	711	711	NUM
cblr-1758	72	6	f.3d	f.3d	NUM
cblr-1758	72	7	155	155	NUM
cblr-1758	72	8	,	,	PUNCT
cblr-1758	72	9	156	156	NUM
cblr-1758	72	10	(	(	PUNCT
cblr-1758	72	11	d.c	d.c	PROPN
cblr-1758	72	12	.	.	PROPN
cblr-1758	72	13	cir	cir	PROPN
cblr-1758	72	14	.	.	PROPN
cblr-1758	72	15	2013	2013	NUM
cblr-1758	72	16	)	)	PUNCT
cblr-1758	73	1	(	(	PUNCT
cblr-1758	73	2	quoting	quote	VERB
cblr-1758	73	3	strobl	strobl	NOUN
cblr-1758	73	4	v.	v.	ADP
cblr-1758	73	5	n.y	n.y	PROPN
cblr-1758	73	6	.	.	PROPN
cblr-1758	73	7	mercantile	mercantile	PROPN
cblr-1758	73	8	exch	exch	PROPN
cblr-1758	73	9	.	.	PROPN
cblr-1758	73	10	,	,	PUNCT
cblr-1758	73	11	768	768	NUM
cblr-1758	73	12	f.2d	f.2d	NUM
cblr-1758	73	13	22	22	NUM
cblr-1758	73	14	,	,	PUNCT
cblr-1758	73	15	24	24	NUM
cblr-1758	73	16	(	(	PUNCT
cblr-1758	73	17	2d	2d	NUM
cblr-1758	73	18	cir	cir	NOUN
cblr-1758	73	19	.	.	PUNCT
cblr-1758	73	20	1985	1985	NUM
cblr-1758	73	21	)	)	PUNCT
cblr-1758	73	22	)	)	PUNCT
cblr-1758	73	23	.	.	PUNCT
cblr-1758	74	1	14	14	NUM
cblr-1758	74	2	see	see	VERB
cblr-1758	74	3	generally	generally	ADV
cblr-1758	74	4	michael	michael	PROPN
cblr-1758	74	5	durbin	durbin	PROPN
cblr-1758	74	6	,	,	PUNCT
cblr-1758	74	7	all	all	ADV
cblr-1758	74	8	about	about	ADP
cblr-1758	74	9	derivatives	derivative	NOUN
cblr-1758	74	10	29	29	NUM
cblr-1758	74	11	(	(	PUNCT
cblr-1758	74	12	2d	2d	NUM
cblr-1758	74	13	ed	ed	NOUN
cblr-1758	74	14	.	.	PROPN
cblr-1758	74	15	2011	2011	NUM
cblr-1758	74	16	)	)	PUNCT
cblr-1758	74	17	(	(	PUNCT
cblr-1758	74	18	defining	define	VERB
cblr-1758	74	19	a	a	DET
cblr-1758	74	20	swap	swap	NOUN
cblr-1758	74	21	contract	contract	NOUN
cblr-1758	74	22	as	as	ADP
cblr-1758	74	23	“	"	PUNCT
cblr-1758	74	24	an	an	DET
cblr-1758	74	25	agreement	agreement	NOUN
cblr-1758	74	26	to	to	PART
cblr-1758	74	27	exchange	exchange	VERB
cblr-1758	74	28	future	future	ADJ
cblr-1758	74	29	cash	cash	NOUN
cblr-1758	74	30	flows	flow	NOUN
cblr-1758	74	31	”	"	PUNCT
cblr-1758	74	32	)	)	PUNCT
cblr-1758	74	33	.	.	PUNCT
cblr-1758	75	1	more	more	ADV
cblr-1758	75	2	specifically	specifically	ADV
cblr-1758	75	3	,	,	PUNCT
cblr-1758	75	4	a	a	DET
cblr-1758	75	5	swap	swap	NOUN
cblr-1758	75	6	can	can	AUX
cblr-1758	75	7	be	be	AUX
cblr-1758	75	8	described	describe	VERB
cblr-1758	75	9	as	as	ADP
cblr-1758	75	10	“	"	PUNCT
cblr-1758	75	11	an	an	DET
cblr-1758	75	12	agreement	agreement	NOUN
cblr-1758	75	13	made	make	VERB
cblr-1758	75	14	between	between	ADP
cblr-1758	75	15	two	two	NUM
cblr-1758	75	16	parties	party	NOUN
cblr-1758	75	17	to	to	PART
cblr-1758	75	18	exchange	exchange	VERB
cblr-1758	75	19	payments	payment	NOUN
cblr-1758	75	20	on	on	ADP
cblr-1758	75	21	regular	regular	ADJ
cblr-1758	75	22	future	future	ADJ
cblr-1758	75	23	dates	date	NOUN
cblr-1758	75	24	,	,	PUNCT
cblr-1758	75	25	where	where	SCONJ
cblr-1758	75	26	scopino	scopino	NOUN
cblr-1758	75	27	–	–	PUNCT
cblr-1758	75	28	final	final	ADJ
cblr-1758	75	29	no	no	NOUN
cblr-1758	75	30	.	.	PUNCT
cblr-1758	76	1	2:439	2:439	NUM
cblr-1758	76	2	]	]	X
cblr-1758	76	3	the	the	DET
cblr-1758	76	4	second	second	ADJ
cblr-1758	76	5	machine	machine	NOUN
cblr-1758	76	6	age	age	NOUN
cblr-1758	76	7	445	445	NUM
cblr-1758	76	8	probably	probably	ADV
cblr-1758	76	9	result	result	VERB
cblr-1758	76	10	in	in	ADP
cblr-1758	76	11	automated	automate	VERB
cblr-1758	76	12	systems	system	NOUN
cblr-1758	76	13	eventually	eventually	ADV
cblr-1758	76	14	replacing	replace	VERB
cblr-1758	76	15	humans	human	NOUN
cblr-1758	76	16	in	in	ADP
cblr-1758	76	17	these	these	DET
cblr-1758	76	18	roles	role	NOUN
cblr-1758	76	19	.	.	PUNCT
cblr-1758	77	1	this	this	PRON
cblr-1758	77	2	should	should	AUX
cblr-1758	77	3	not	not	PART
cblr-1758	77	4	be	be	AUX
cblr-1758	77	5	entirely	entirely	ADV
cblr-1758	77	6	surprising	surprising	ADJ
cblr-1758	77	7	because	because	SCONJ
cblr-1758	77	8	this	this	DET
cblr-1758	77	9	trend	trend	NOUN
cblr-1758	77	10	is	be	AUX
cblr-1758	77	11	already	already	ADV
cblr-1758	77	12	present	present	ADJ
cblr-1758	77	13	in	in	ADP
cblr-1758	77	14	the	the	DET
cblr-1758	77	15	financial	financial	ADJ
cblr-1758	77	16	markets	market	NOUN
cblr-1758	77	17	.	.	PUNCT
cblr-1758	78	1	indeed	indeed	ADV
cblr-1758	78	2	,	,	PUNCT
cblr-1758	78	3	in	in	ADP
cblr-1758	78	4	february	february	PROPN
cblr-1758	78	5	of	of	ADP
cblr-1758	78	6	2015	2015	NUM
cblr-1758	78	7	,	,	PUNCT
cblr-1758	78	8	the	the	DET
cblr-1758	78	9	largest	large	ADJ
cblr-1758	78	10	futures	future	NOUN
cblr-1758	78	11	exchange	exchange	NOUN
cblr-1758	78	12	operator	operator	NOUN
cblr-1758	78	13	,	,	PUNCT
cblr-1758	78	14	chicago	chicago	PROPN
cblr-1758	78	15	-	-	PUNCT
cblr-1758	78	16	based	base	VERB
cblr-1758	78	17	cme	cme	PROPN
cblr-1758	78	18	group	group	NOUN
cblr-1758	78	19	,	,	PUNCT
cblr-1758	78	20	announced	announce	VERB
cblr-1758	78	21	that	that	SCONJ
cblr-1758	78	22	it	it	PRON
cblr-1758	78	23	would	would	AUX
cblr-1758	78	24	close	close	VERB
cblr-1758	78	25	most	most	ADJ
cblr-1758	78	26	of	of	ADP
cblr-1758	78	27	its	its	PRON
cblr-1758	78	28	trading	trading	NOUN
cblr-1758	78	29	pits	pit	NOUN
cblr-1758	78	30	by	by	ADP
cblr-1758	78	31	the	the	DET
cblr-1758	78	32	summer	summer	NOUN
cblr-1758	78	33	“	"	PUNCT
cblr-1758	78	34	in	in	ADP
cblr-1758	78	35	the	the	DET
cblr-1758	78	36	latest	late	ADJ
cblr-1758	78	37	sign	sign	NOUN
cblr-1758	78	38	of	of	ADP
cblr-1758	78	39	how	how	SCONJ
cblr-1758	78	40	electronic	electronic	ADJ
cblr-1758	78	41	trading	trading	NOUN
cblr-1758	78	42	has	have	AUX
cblr-1758	78	43	taken	take	VERB
cblr-1758	78	44	over	over	ADP
cblr-1758	78	45	the	the	DET
cblr-1758	78	46	old	old	ADJ
cblr-1758	78	47	system	system	NOUN
cblr-1758	78	48	of	of	ADP
cblr-1758	78	49	floor	floor	NOUN
cblr-1758	78	50	-	-	PUNCT
cblr-1758	78	51	based	base	VERB
cblr-1758	78	52	trading	trading	NOUN
cblr-1758	78	53	.	.	PUNCT
cblr-1758	79	1	”16	”16	NOUN
cblr-1758	79	2	in	in	ADP
cblr-1758	79	3	the	the	DET
cblr-1758	79	4	securities	security	NOUN
cblr-1758	79	5	markets	market	NOUN
cblr-1758	79	6	,	,	PUNCT
cblr-1758	79	7	“	"	PUNCT
cblr-1758	79	8	robo	robo	NOUN
cblr-1758	79	9	-	-	PUNCT
cblr-1758	79	10	advisers	adviser	NOUN
cblr-1758	79	11	”	"	PUNCT
cblr-1758	79	12	such	such	ADJ
cblr-1758	79	13	as	as	ADP
cblr-1758	79	14	betterment	betterment	NOUN
cblr-1758	79	15	automatically	automatically	ADV
cblr-1758	79	16	make	make	VERB
cblr-1758	79	17	investment	investment	NOUN
cblr-1758	79	18	decisions	decision	NOUN
cblr-1758	79	19	on	on	ADP
cblr-1758	79	20	behalf	behalf	NOUN
cblr-1758	79	21	of	of	ADP
cblr-1758	79	22	customers	customer	NOUN
cblr-1758	79	23	based	base	VERB
cblr-1758	79	24	on	on	ADP
cblr-1758	79	25	how	how	SCONJ
cblr-1758	79	26	they	they	PRON
cblr-1758	79	27	respond	respond	VERB
cblr-1758	79	28	to	to	ADP
cblr-1758	79	29	online	online	ADJ
cblr-1758	79	30	questionnaires	questionnaire	NOUN
cblr-1758	79	31	about	about	ADP
cblr-1758	79	32	their	their	PRON
cblr-1758	79	33	circumstances	circumstance	NOUN
cblr-1758	79	34	and	and	CCONJ
cblr-1758	79	35	financial	financial	ADJ
cblr-1758	79	36	goals.17	goals.17	NOUN
cblr-1758	79	37	the	the	DET
cblr-1758	79	38	decline	decline	NOUN
cblr-1758	79	39	,	,	PUNCT
cblr-1758	79	40	if	if	SCONJ
cblr-1758	79	41	not	not	PART
cblr-1758	79	42	each	each	DET
cblr-1758	79	43	payment	payment	NOUN
cblr-1758	79	44	leg	leg	NOUN
cblr-1758	79	45	is	be	AUX
cblr-1758	79	46	calculated	calculate	VERB
cblr-1758	79	47	on	on	ADP
cblr-1758	79	48	a	a	DET
cblr-1758	79	49	different	different	ADJ
cblr-1758	79	50	basis	basis	NOUN
cblr-1758	79	51	.	.	PUNCT
cblr-1758	79	52	”	"	PUNCT
cblr-1758	80	1	andrew	andrew	PROPN
cblr-1758	80	2	m.	m.	PROPN
cblr-1758	80	3	chisholm	chisholm	PROPN
cblr-1758	80	4	,	,	PUNCT
cblr-1758	80	5	derivatives	derivative	NOUN
cblr-1758	80	6	demystified	demystify	VERB
cblr-1758	80	7	:	:	PUNCT
cblr-1758	80	8	a	a	DET
cblr-1758	80	9	step	step	NOUN
cblr-1758	80	10	-	-	PUNCT
cblr-1758	80	11	by	by	ADP
cblr-1758	80	12	-	-	PUNCT
cblr-1758	80	13	step	step	NOUN
cblr-1758	80	14	guide	guide	NOUN
cblr-1758	80	15	to	to	ADP
cblr-1758	80	16	forwards	forward	NOUN
cblr-1758	80	17	,	,	PUNCT
cblr-1758	80	18	futures	future	NOUN
cblr-1758	80	19	,	,	PUNCT
cblr-1758	80	20	swaps	swap	NOUN
cblr-1758	80	21	and	and	CCONJ
cblr-1758	80	22	options	option	NOUN
cblr-1758	80	23	2	2	NUM
cblr-1758	80	24	(	(	PUNCT
cblr-1758	80	25	2d	2d	NOUN
cblr-1758	80	26	ed	ed	NOUN
cblr-1758	80	27	.	.	PUNCT
cblr-1758	80	28	2010	2010	NUM
cblr-1758	80	29	)	)	PUNCT
cblr-1758	80	30	.	.	PUNCT
cblr-1758	81	1	for	for	ADP
cblr-1758	81	2	example	example	NOUN
cblr-1758	81	3	,	,	PUNCT
cblr-1758	81	4	in	in	ADP
cblr-1758	81	5	an	an	DET
cblr-1758	81	6	interest	interest	NOUN
cblr-1758	81	7	rate	rate	NOUN
cblr-1758	81	8	swap	swap	NOUN
cblr-1758	81	9	,	,	PUNCT
cblr-1758	81	10	one	one	NUM
cblr-1758	81	11	party	party	NOUN
cblr-1758	81	12	will	will	AUX
cblr-1758	81	13	agree	agree	VERB
cblr-1758	81	14	to	to	PART
cblr-1758	81	15	pay	pay	VERB
cblr-1758	81	16	a	a	DET
cblr-1758	81	17	fixed	fix	VERB
cblr-1758	81	18	interest	interest	NOUN
cblr-1758	81	19	rate	rate	NOUN
cblr-1758	81	20	on	on	ADP
cblr-1758	81	21	a	a	DET
cblr-1758	81	22	set	set	ADJ
cblr-1758	81	23	notional	notional	ADJ
cblr-1758	81	24	amount	amount	NOUN
cblr-1758	81	25	(	(	PUNCT
cblr-1758	81	26	e.g.	e.g.	ADV
cblr-1758	81	27	,	,	PUNCT
cblr-1758	81	28	$	$	SYM
cblr-1758	81	29	100	100	NUM
cblr-1758	81	30	million	million	NUM
cblr-1758	81	31	)	)	PUNCT
cblr-1758	81	32	at	at	ADP
cblr-1758	81	33	regular	regular	ADJ
cblr-1758	81	34	intervals	interval	NOUN
cblr-1758	81	35	for	for	ADP
cblr-1758	81	36	a	a	DET
cblr-1758	81	37	specific	specific	ADJ
cblr-1758	81	38	period	period	NOUN
cblr-1758	81	39	of	of	ADP
cblr-1758	81	40	time	time	NOUN
cblr-1758	81	41	(	(	PUNCT
cblr-1758	81	42	e.g.	e.g.	ADV
cblr-1758	81	43	,	,	PUNCT
cblr-1758	81	44	20	20	NUM
cblr-1758	81	45	years	year	NOUN
cblr-1758	81	46	)	)	PUNCT
cblr-1758	81	47	,	,	PUNCT
cblr-1758	81	48	while	while	SCONJ
cblr-1758	81	49	the	the	DET
cblr-1758	81	50	other	other	ADJ
cblr-1758	81	51	party	party	NOUN
cblr-1758	81	52	agrees	agree	VERB
cblr-1758	81	53	to	to	PART
cblr-1758	81	54	pay	pay	VERB
cblr-1758	81	55	a	a	DET
cblr-1758	81	56	floating	float	VERB
cblr-1758	81	57	interest	interest	NOUN
cblr-1758	81	58	rate	rate	NOUN
cblr-1758	81	59	on	on	ADP
cblr-1758	81	60	the	the	DET
cblr-1758	81	61	same	same	ADJ
cblr-1758	81	62	notional	notional	ADJ
cblr-1758	81	63	amount	amount	NOUN
cblr-1758	81	64	.	.	PUNCT
cblr-1758	82	1	durbin	durbin	ADJ
cblr-1758	82	2	,	,	PUNCT
cblr-1758	82	3	supra	supra	NOUN
cblr-1758	82	4	,	,	PUNCT
cblr-1758	82	5	at	at	ADP
cblr-1758	82	6	29–32	29–32	NUM
cblr-1758	82	7	.	.	PUNCT
cblr-1758	82	8	15	15	NUM
cblr-1758	82	9	enderle	enderle	NOUN
cblr-1758	82	10	,	,	PUNCT
cblr-1758	82	11	supra	supra	PROPN
cblr-1758	82	12	note	note	NOUN
cblr-1758	82	13	12	12	NUM
cblr-1758	82	14	(	(	PUNCT
cblr-1758	82	15	stating	state	VERB
cblr-1758	82	16	that	that	SCONJ
cblr-1758	82	17	“	"	PUNCT
cblr-1758	82	18	[	[	X
cblr-1758	82	19	t]he	t]he	ADV
cblr-1758	82	20	top	top	ADJ
cblr-1758	82	21	jobs	job	NOUN
cblr-1758	82	22	at	at	ADP
cblr-1758	82	23	risk	risk	NOUN
cblr-1758	82	24	[	[	X
cblr-1758	82	25	of	of	ADP
cblr-1758	82	26	being	be	AUX
cblr-1758	82	27	taken	take	VERB
cblr-1758	82	28	over	over	ADP
cblr-1758	82	29	by	by	ADP
cblr-1758	82	30	robots	robot	NOUN
cblr-1758	82	31	are	be	AUX
cblr-1758	82	32	the	the	DET
cblr-1758	82	33	following	following	NOUN
cblr-1758	82	34	]	]	X
cblr-1758	82	35	:	:	PUNCT
cblr-1758	82	36	financial	financial	ADJ
cblr-1758	82	37	analyst	analyst	NOUN
cblr-1758	82	38	,	,	PUNCT
cblr-1758	82	39	financial	financial	ADJ
cblr-1758	82	40	advisor	advisor	NOUN
cblr-1758	82	41	,	,	PUNCT
cblr-1758	82	42	industrial	industrial	ADJ
cblr-1758	82	43	buyer	buyer	NOUN
cblr-1758	82	44	,	,	PUNCT
cblr-1758	82	45	administrator	administrator	NOUN
cblr-1758	82	46	,	,	PUNCT
cblr-1758	82	47	chartered	charter	VERB
cblr-1758	82	48	legal	legal	ADJ
cblr-1758	82	49	executive	executive	NOUN
cblr-1758	82	50	(	(	PUNCT
cblr-1758	82	51	compliance	compliance	NOUN
cblr-1758	82	52	officer	officer	NOUN
cblr-1758	82	53	)	)	PUNCT
cblr-1758	82	54	and	and	CCONJ
cblr-1758	82	55	financial	financial	ADJ
cblr-1758	82	56	trader	trader	NOUN
cblr-1758	82	57	”	"	PUNCT
cblr-1758	82	58	)	)	PUNCT
cblr-1758	82	59	.	.	PUNCT
cblr-1758	83	1	“	"	PUNCT
cblr-1758	83	2	a	a	DET
cblr-1758	83	3	derivative	derivative	NOUN
cblr-1758	83	4	is	be	AUX
cblr-1758	83	5	a	a	DET
cblr-1758	83	6	financial	financial	ADJ
cblr-1758	83	7	product	product	NOUN
cblr-1758	83	8	whose	whose	DET
cblr-1758	83	9	value	value	NOUN
cblr-1758	83	10	is	be	AUX
cblr-1758	83	11	derived	derive	VERB
cblr-1758	83	12	from	from	ADP
cblr-1758	83	13	a	a	DET
cblr-1758	83	14	specific	specific	ADJ
cblr-1758	83	15	reference	reference	NOUN
cblr-1758	83	16	asset	asset	NOUN
cblr-1758	83	17	or	or	CCONJ
cblr-1758	83	18	underlying	underlying	ADJ
cblr-1758	83	19	variable	variable	NOUN
cblr-1758	83	20	,	,	PUNCT
cblr-1758	83	21	such	such	ADJ
cblr-1758	83	22	as	as	ADP
cblr-1758	83	23	a	a	DET
cblr-1758	83	24	commodity	commodity	NOUN
cblr-1758	83	25	or	or	CCONJ
cblr-1758	83	26	an	an	DET
cblr-1758	83	27	interest	interest	NOUN
cblr-1758	83	28	rate	rate	NOUN
cblr-1758	83	29	.	.	PUNCT
cblr-1758	83	30	”	"	PUNCT
cblr-1758	84	1	gregory	gregory	PROPN
cblr-1758	84	2	scopino	scopino	PROPN
cblr-1758	84	3	,	,	PUNCT
cblr-1758	84	4	regulating	regulate	VERB
cblr-1758	84	5	fairness	fairness	NOUN
cblr-1758	84	6	:	:	PUNCT
cblr-1758	84	7	the	the	DET
cblr-1758	84	8	dodd	dodd	PROPN
cblr-1758	84	9	-	-	PUNCT
cblr-1758	84	10	frank	frank	PROPN
cblr-1758	84	11	act	act	PROPN
cblr-1758	84	12	’s	’s	PART
cblr-1758	84	13	fair	fair	ADJ
cblr-1758	84	14	dealing	dealing	NOUN
cblr-1758	84	15	requirement	requirement	NOUN
cblr-1758	84	16	for	for	ADP
cblr-1758	84	17	swap	swap	NOUN
cblr-1758	84	18	dealers	dealer	NOUN
cblr-1758	84	19	and	and	CCONJ
cblr-1758	84	20	major	major	ADJ
cblr-1758	84	21	swap	swap	NOUN
cblr-1758	84	22	participants	participant	NOUN
cblr-1758	84	23	,	,	PUNCT
cblr-1758	84	24	93	93	NUM
cblr-1758	84	25	neb	neb	PROPN
cblr-1758	84	26	.	.	PROPN
cblr-1758	84	27	l.	l.	PROPN
cblr-1758	84	28	rev	rev	PROPN
cblr-1758	84	29	.	.	PROPN
cblr-1758	84	30	31	31	NUM
cblr-1758	84	31	,	,	PUNCT
cblr-1758	84	32	33	33	NUM
cblr-1758	84	33	(	(	PUNCT
cblr-1758	84	34	2014	2014	NUM
cblr-1758	84	35	)	)	PUNCT
cblr-1758	84	36	(	(	PUNCT
cblr-1758	84	37	citations	citation	NOUN
cblr-1758	84	38	omitted	omit	VERB
cblr-1758	84	39	)	)	PUNCT
cblr-1758	85	1	[	[	X
cblr-1758	85	2	hereinafter	hereinafter	NOUN
cblr-1758	85	3	scopino	scopino	NOUN
cblr-1758	85	4	,	,	PUNCT
cblr-1758	85	5	regulating	regulate	VERB
cblr-1758	85	6	fairness	fairness	NOUN
cblr-1758	85	7	]	]	PUNCT
cblr-1758	85	8	.	.	PUNCT
cblr-1758	86	1	16	16	NUM
cblr-1758	86	2	neil	neil	PROPN
cblr-1758	86	3	munshi	munshi	PROPN
cblr-1758	86	4	,	,	PUNCT
cblr-1758	86	5	cme	cme	PROPN
cblr-1758	86	6	to	to	PART
cblr-1758	86	7	close	close	VERB
cblr-1758	86	8	futures	future	NOUN
cblr-1758	86	9	pits	pit	NOUN
cblr-1758	86	10	,	,	PUNCT
cblr-1758	86	11	fin	fin	NOUN
cblr-1758	86	12	.	.	PUNCT
cblr-1758	86	13	times	times	PROPN
cblr-1758	86	14	(	(	PUNCT
cblr-1758	86	15	feb	feb	PROPN
cblr-1758	86	16	.	.	PROPN
cblr-1758	86	17	5	5	NUM
cblr-1758	86	18	,	,	PUNCT
cblr-1758	86	19	2015	2015	NUM
cblr-1758	86	20	,	,	PUNCT
cblr-1758	86	21	1:37	1:37	NUM
cblr-1758	86	22	am	am	NOUN
cblr-1758	86	23	)	)	PUNCT
cblr-1758	86	24	,	,	PUNCT
cblr-1758	86	25	http://www.ft.com/intl/cms/s/0/b212ee46-accd-11e4-9d3200144feab7de.html	http://www.ft.com/intl/cms/s/0/b212ee46-accd-11e4-9d3200144feab7de.html	PROPN
cblr-1758	86	26	,	,	PUNCT
cblr-1758	86	27	archived	archive	VERB
cblr-1758	86	28	at	at	ADP
cblr-1758	86	29	https://perma.cc/43ax-zhmq	https://perma.cc/43ax-zhmq	NOUN
cblr-1758	86	30	.	.	PUNCT
cblr-1758	86	31	17	17	NUM
cblr-1758	86	32	mohana	mohana	PROPN
cblr-1758	86	33	ravindranath	ravindranath	NOUN
cblr-1758	86	34	,	,	PUNCT
cblr-1758	86	35	can	can	AUX
cblr-1758	86	36	tech	tech	NOUN
cblr-1758	86	37	firms	firm	NOUN
cblr-1758	86	38	replace	replace	VERB
cblr-1758	86	39	human	human	ADJ
cblr-1758	86	40	financial	financial	ADJ
cblr-1758	86	41	planners	planner	NOUN
cblr-1758	86	42	?	?	PUNCT
cblr-1758	86	43	,	,	PUNCT
cblr-1758	86	44	wash	wash	NOUN
cblr-1758	86	45	.	.	PUNCT
cblr-1758	87	1	post	post	NOUN
cblr-1758	87	2	,	,	PUNCT
cblr-1758	87	3	sept	sept	PROPN
cblr-1758	87	4	.	.	PROPN
cblr-1758	87	5	15	15	NUM
cblr-1758	87	6	,	,	PUNCT
cblr-1758	87	7	2014	2014	NUM
cblr-1758	87	8	,	,	PUNCT
cblr-1758	87	9	at	at	ADP
cblr-1758	87	10	a11	a11	PROPN
cblr-1758	87	11	;	;	PUNCT
cblr-1758	87	12	jonathan	jonathan	PROPN
cblr-1758	87	13	guthrie	guthrie	PROPN
cblr-1758	87	14	,	,	PUNCT
cblr-1758	87	15	betterment	betterment	NOUN
cblr-1758	87	16	:	:	PUNCT
cblr-1758	87	17	ambitions	ambition	NOUN
cblr-1758	87	18	of	of	ADP
cblr-1758	87	19	a	a	DET
cblr-1758	87	20	robo	robo	NOUN
cblr-1758	87	21	adviser	adviser	NOUN
cblr-1758	87	22	,	,	PUNCT
cblr-1758	87	23	fin	fin	NOUN
cblr-1758	87	24	.	.	PUNCT
cblr-1758	88	1	times	times	PROPN
cblr-1758	88	2	(	(	PUNCT
cblr-1758	88	3	dec	dec	PROPN
cblr-1758	88	4	.	.	PROPN
cblr-1758	88	5	16	16	NUM
cblr-1758	88	6	,	,	PUNCT
cblr-1758	88	7	2014	2014	NUM
cblr-1758	88	8	,	,	PUNCT
cblr-1758	88	9	11:41	11:41	NUM
cblr-1758	88	10	am	am	NOUN
cblr-1758	88	11	)	)	PUNCT
cblr-1758	88	12	,	,	PUNCT
cblr-1758	88	13	http://www.ft.com/intl/cms/s/0/24f8031c-7941-11e4-9567-00144fea	http://www.ft.com/intl/cms/s/0/24f8031c-7941-11e4-9567-00144fea	NUM
cblr-1758	88	14	bdc0.html	bdc0.html	PROPN
cblr-1758	88	15	;	;	PUNCT
cblr-1758	88	16	jon	jon	PROPN
cblr-1758	88	17	stein	stein	PROPN
cblr-1758	88	18	,	,	PUNCT
cblr-1758	88	19	4	4	NUM
cblr-1758	88	20	ways	way	NOUN
cblr-1758	88	21	automation	automation	NOUN
cblr-1758	88	22	technology	technology	NOUN
cblr-1758	88	23	is	be	AUX
cblr-1758	88	24	changing	change	VERB
cblr-1758	88	25	the	the	DET
cblr-1758	88	26	way	way	NOUN
cblr-1758	88	27	rias	rias	PROPN
cblr-1758	88	28	invest	invest	VERB
cblr-1758	88	29	,	,	PUNCT
cblr-1758	88	30	investmentnews	investmentnews	PROPN
cblr-1758	88	31	(	(	PUNCT
cblr-1758	88	32	oct	oct	PROPN
cblr-1758	88	33	.	.	PROPN
cblr-1758	88	34	31	31	NUM
cblr-1758	88	35	,	,	PUNCT
cblr-1758	88	36	2014	2014	NUM
cblr-1758	88	37	,	,	PUNCT
cblr-1758	88	38	11:46	11:46	NUM
cblr-1758	88	39	am	am	NOUN
cblr-1758	88	40	)	)	PUNCT
cblr-1758	88	41	,	,	PUNCT
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cblr-1758	88	43	,	,	PUNCT
cblr-1758	88	44	archived	archive	VERB
cblr-1758	88	45	at	at	ADP
cblr-1758	88	46	http://perma.cc/yvs3-zbq9	http://perma.cc/yvs3-zbq9	PROPN
cblr-1758	88	47	.	.	PUNCT
cblr-1758	89	1	betterment	betterment	NOUN
cblr-1758	89	2	is	be	AUX
cblr-1758	89	3	registered	register	VERB
cblr-1758	89	4	with	with	ADP
cblr-1758	89	5	the	the	DET
cblr-1758	89	6	securities	securities	PROPN
cblr-1758	89	7	and	and	CCONJ
cblr-1758	89	8	exchange	exchange	PROPN
cblr-1758	89	9	commission	commission	PROPN
cblr-1758	89	10	as	as	ADP
cblr-1758	89	11	an	an	DET
cblr-1758	89	12	investment	investment	NOUN
cblr-1758	89	13	adviser	adviser	NOUN
cblr-1758	89	14	.	.	PUNCT
cblr-1758	90	1	ravindranath	ravindranath	NOUN
cblr-1758	90	2	,	,	PUNCT
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cblr-1758	90	4	,	,	PUNCT
cblr-1758	90	5	at	at	ADP
cblr-1758	90	6	a11	a11	PROPN
cblr-1758	90	7	.	.	PUNCT
cblr-1758	91	1	scopino	scopino	PROPN
cblr-1758	91	2	–	–	PUNCT
cblr-1758	92	1	final	final	ADJ
cblr-1758	92	2	446	446	NUM
cblr-1758	92	3	columbia	columbia	PROPN
cblr-1758	92	4	business	business	NOUN
cblr-1758	92	5	law	law	PROPN
cblr-1758	92	6	review	review	NOUN
cblr-1758	92	7	[	[	X
cblr-1758	92	8	vol	vol	NOUN
cblr-1758	92	9	.	.	PUNCT
cblr-1758	92	10	2015	2015	NUM
cblr-1758	92	11	outright	outright	ADJ
cblr-1758	92	12	demise	demise	NOUN
cblr-1758	92	13	,	,	PUNCT
cblr-1758	92	14	of	of	ADP
cblr-1758	92	15	open	open	ADJ
cblr-1758	92	16	outcry	outcry	NOUN
cblr-1758	92	17	trading	trading	NOUN
cblr-1758	92	18	floors	floor	NOUN
cblr-1758	92	19	is	be	AUX
cblr-1758	92	20	well	well	ADV
cblr-1758	92	21	publicized,18	publicized,18	NOUN
cblr-1758	92	22	as	as	SCONJ
cblr-1758	92	23	is	be	AUX
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cblr-1758	92	26	that	that	SCONJ
cblr-1758	92	27	u.s	u.s	PROPN
cblr-1758	92	28	.	.	PROPN
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cblr-1758	92	30	markets	market	NOUN
cblr-1758	92	31	have	have	AUX
cblr-1758	92	32	become	become	VERB
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cblr-1758	92	35	and	and	CCONJ
cblr-1758	92	36	computerized.19	computerized.19	NOUN
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cblr-1758	92	38	news	news	NOUN
cblr-1758	92	39	reports	report	NOUN
cblr-1758	92	40	about	about	ADP
cblr-1758	92	41	the	the	DET
cblr-1758	92	42	computerization	computerization	NOUN
cblr-1758	92	43	and	and	CCONJ
cblr-1758	92	44	automation	automation	NOUN
cblr-1758	92	45	of	of	ADP
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cblr-1758	92	48	markets	market	NOUN
cblr-1758	92	49	have	have	AUX
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cblr-1758	92	57	use	use	VERB
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cblr-1758	92	59	trading	trading	NOUN
cblr-1758	92	60	systems	system	NOUN
cblr-1758	92	61	(	(	PUNCT
cblr-1758	92	62	“	"	PUNCT
cblr-1758	92	63	atss”)20	atss”)20	PROPN
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cblr-1758	92	77	of	of	ADP
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cblr-1758	92	79	pits	pit	NOUN
cblr-1758	92	80	at	at	ADP
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cblr-1758	92	83	,	,	PUNCT
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cblr-1758	93	2	.	.	PUNCT
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cblr-1758	94	3	.	.	PROPN
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cblr-1758	94	8	,	,	PUNCT
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cblr-1758	94	11	,	,	PUNCT
cblr-1758	94	12	archived	archive	VERB
cblr-1758	94	13	at	at	ADP
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cblr-1758	94	15	(	(	PUNCT
cblr-1758	94	16	“	"	PUNCT
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cblr-1758	94	19	floor	floor	NOUN
cblr-1758	94	20	,	,	PUNCT
cblr-1758	94	21	with	with	ADP
cblr-1758	94	22	35	35	NUM
cblr-1758	94	23	pits	pit	NOUN
cblr-1758	94	24	covering	cover	VERB
cblr-1758	94	25	nearly	nearly	ADV
cblr-1758	94	26	2	2	NUM
cblr-1758	94	27	acres	acre	NOUN
cblr-1758	94	28	,	,	PUNCT
cblr-1758	94	29	once	once	ADV
cblr-1758	94	30	was	be	AUX
cblr-1758	94	31	the	the	DET
cblr-1758	94	32	heart	heart	NOUN
cblr-1758	94	33	of	of	ADP
cblr-1758	94	34	the	the	DET
cblr-1758	94	35	world	world	NOUN
cblr-1758	94	36	’s	’s	PART
cblr-1758	94	37	futures	future	NOUN
cblr-1758	94	38	market	market	NOUN
cblr-1758	94	39	.	.	PUNCT
cblr-1758	94	40	.	.	PUNCT
cblr-1758	94	41	.	.	PUNCT
cblr-1758	95	1	.	.	PUNCT
cblr-1758	96	1	but	but	CCONJ
cblr-1758	96	2	now	now	ADV
cblr-1758	96	3	about	about	ADV
cblr-1758	96	4	90	90	NUM
cblr-1758	96	5	percent	percent	NOUN
cblr-1758	96	6	of	of	ADP
cblr-1758	96	7	cme	cme	PROPN
cblr-1758	96	8	’s	’s	PART
cblr-1758	96	9	volume	volume	NOUN
cblr-1758	96	10	trades	trade	NOUN
cblr-1758	96	11	on	on	ADP
cblr-1758	96	12	the	the	DET
cblr-1758	96	13	company	company	NOUN
cblr-1758	96	14	’s	’s	PART
cblr-1758	96	15	electronic	electronic	ADJ
cblr-1758	96	16	platform	platform	NOUN
cblr-1758	96	17	,	,	PUNCT
cblr-1758	96	18	leaving	leave	VERB
cblr-1758	96	19	many	many	ADJ
cblr-1758	96	20	pits	pit	NOUN
cblr-1758	96	21	quiet	quiet	ADJ
cblr-1758	96	22	and	and	CCONJ
cblr-1758	96	23	rows	row	NOUN
cblr-1758	96	24	of	of	ADP
cblr-1758	96	25	desks	desk	NOUN
cblr-1758	96	26	around	around	ADP
cblr-1758	96	27	them	they	PRON
cblr-1758	96	28	sitting	sit	VERB
cblr-1758	96	29	empty	empty	ADJ
cblr-1758	96	30	.	.	PUNCT
cblr-1758	96	31	”	"	PUNCT
cblr-1758	96	32	)	)	PUNCT
cblr-1758	96	33	.	.	PUNCT
cblr-1758	97	1	see	see	VERB
cblr-1758	97	2	generally	generally	ADV
cblr-1758	97	3	jerry	jerry	PROPN
cblr-1758	97	4	w.	w.	PROPN
cblr-1758	97	5	markham	markham	PROPN
cblr-1758	97	6	&	&	CCONJ
cblr-1758	97	7	daniel	daniel	PROPN
cblr-1758	97	8	j.	j.	PROPN
cblr-1758	97	9	harty	harty	PROPN
cblr-1758	97	10	,	,	PUNCT
cblr-1758	97	11	for	for	ADP
cblr-1758	97	12	whom	whom	PRON
cblr-1758	97	13	the	the	DET
cblr-1758	97	14	bell	bell	NOUN
cblr-1758	97	15	tolls	toll	NOUN
cblr-1758	97	16	:	:	PUNCT
cblr-1758	97	17	the	the	DET
cblr-1758	97	18	demise	demise	NOUN
cblr-1758	97	19	of	of	ADP
cblr-1758	97	20	exchange	exchange	NOUN
cblr-1758	97	21	trading	trading	NOUN
cblr-1758	97	22	floors	floor	NOUN
cblr-1758	97	23	and	and	CCONJ
cblr-1758	97	24	the	the	DET
cblr-1758	97	25	growth	growth	NOUN
cblr-1758	97	26	of	of	ADP
cblr-1758	97	27	ecns	ecns	PROPN
cblr-1758	97	28	,	,	PUNCT
cblr-1758	97	29	33	33	NUM
cblr-1758	97	30	j.	j.	PROPN
cblr-1758	97	31	corp	corp	PROPN
cblr-1758	97	32	.	.	PROPN
cblr-1758	97	33	l.	l.	PROPN
cblr-1758	97	34	865	865	NUM
cblr-1758	97	35	,	,	PUNCT
cblr-1758	97	36	866	866	NUM
cblr-1758	97	37	(	(	PUNCT
cblr-1758	97	38	2008	2008	NUM
cblr-1758	97	39	)	)	PUNCT
cblr-1758	97	40	(	(	PUNCT
cblr-1758	97	41	stating	state	VERB
cblr-1758	97	42	that	that	SCONJ
cblr-1758	97	43	technological	technological	ADJ
cblr-1758	97	44	advances	advance	NOUN
cblr-1758	97	45	are	be	AUX
cblr-1758	97	46	making	make	VERB
cblr-1758	97	47	trading	trading	NOUN
cblr-1758	97	48	floors	floor	NOUN
cblr-1758	97	49	obsolete	obsolete	ADJ
cblr-1758	97	50	)	)	PUNCT
cblr-1758	97	51	.	.	PUNCT
cblr-1758	98	1	19	19	NUM
cblr-1758	98	2	see	see	VERB
cblr-1758	98	3	,	,	PUNCT
cblr-1758	98	4	e.g.	e.g.	ADV
cblr-1758	98	5	,	,	PUNCT
cblr-1758	98	6	concept	concept	NOUN
cblr-1758	98	7	release	release	NOUN
cblr-1758	98	8	on	on	ADP
cblr-1758	98	9	risk	risk	NOUN
cblr-1758	98	10	controls	control	NOUN
cblr-1758	98	11	and	and	CCONJ
cblr-1758	98	12	system	system	NOUN
cblr-1758	98	13	safeguards	safeguard	NOUN
cblr-1758	98	14	for	for	ADP
cblr-1758	98	15	automated	automate	VERB
cblr-1758	98	16	trading	trading	NOUN
cblr-1758	98	17	environments	environment	NOUN
cblr-1758	98	18	,	,	PUNCT
cblr-1758	98	19	78	78	NUM
cblr-1758	98	20	fed	feed	VERB
cblr-1758	98	21	.	.	PUNCT
cblr-1758	99	1	reg	reg	PROPN
cblr-1758	99	2	.	.	PROPN
cblr-1758	100	1	56,542	56,542	NUM
cblr-1758	100	2	,	,	PUNCT
cblr-1758	100	3	56,544	56,544	NUM
cblr-1758	100	4	(	(	PUNCT
cblr-1758	100	5	cftc	cftc	PROPN
cblr-1758	100	6	sept	sept	PROPN
cblr-1758	100	7	.	.	PROPN
cblr-1758	100	8	12	12	NUM
cblr-1758	100	9	,	,	PUNCT
cblr-1758	100	10	2013	2013	NUM
cblr-1758	100	11	)	)	PUNCT
cblr-1758	100	12	(	(	PUNCT
cblr-1758	100	13	stating	state	VERB
cblr-1758	100	14	that	that	SCONJ
cblr-1758	100	15	in	in	ADP
cblr-1758	100	16	cftc	cftc	PROPN
cblr-1758	100	17	-	-	PUNCT
cblr-1758	100	18	regulated	regulate	VERB
cblr-1758	100	19	markets	market	NOUN
cblr-1758	100	20	,	,	PUNCT
cblr-1758	100	21	persons	person	NOUN
cblr-1758	100	22	use	use	VERB
cblr-1758	100	23	automated	automate	VERB
cblr-1758	100	24	trading	trading	NOUN
cblr-1758	100	25	systems	system	NOUN
cblr-1758	100	26	(	(	PUNCT
cblr-1758	100	27	atss	atss	NOUN
cblr-1758	100	28	)	)	PUNCT
cblr-1758	100	29	to	to	PART
cblr-1758	100	30	transmit	transmit	VERB
cblr-1758	100	31	orders	order	NOUN
cblr-1758	100	32	to	to	ADP
cblr-1758	100	33	futures	future	NOUN
cblr-1758	100	34	exchanges	exchange	NOUN
cblr-1758	100	35	(	(	PUNCT
cblr-1758	100	36	called	call	VERB
cblr-1758	100	37	designated	designate	VERB
cblr-1758	100	38	contract	contract	NOUN
cblr-1758	100	39	markets	market	NOUN
cblr-1758	100	40	,	,	PUNCT
cblr-1758	100	41	or	or	CCONJ
cblr-1758	100	42	dcms	dcms	NOUN
cblr-1758	100	43	)	)	PUNCT
cblr-1758	100	44	that	that	PRON
cblr-1758	100	45	have	have	AUX
cblr-1758	100	46	automated	automate	VERB
cblr-1758	100	47	systems	system	NOUN
cblr-1758	100	48	to	to	PART
cblr-1758	100	49	match	match	VERB
cblr-1758	100	50	and	and	CCONJ
cblr-1758	100	51	execute	execute	VERB
cblr-1758	100	52	orders	order	NOUN
cblr-1758	100	53	)	)	PUNCT
cblr-1758	100	54	;	;	PUNCT
cblr-1758	100	55	gregory	gregory	PROPN
cblr-1758	100	56	scopino	scopino	PROPN
cblr-1758	100	57	,	,	PUNCT
cblr-1758	100	58	do	do	VERB
cblr-1758	100	59	automated	automate	VERB
cblr-1758	100	60	trading	trading	NOUN
cblr-1758	100	61	systems	system	NOUN
cblr-1758	100	62	dream	dream	NOUN
cblr-1758	100	63	of	of	ADP
cblr-1758	100	64	manipulating	manipulate	VERB
cblr-1758	100	65	the	the	DET
cblr-1758	100	66	price	price	NOUN
cblr-1758	100	67	of	of	ADP
cblr-1758	100	68	futures	future	NOUN
cblr-1758	100	69	contracts	contract	NOUN
cblr-1758	100	70	?	?	PUNCT
cblr-1758	101	1	policing	police	VERB
cblr-1758	101	2	markets	market	NOUN
cblr-1758	101	3	for	for	ADP
cblr-1758	101	4	improper	improper	ADJ
cblr-1758	101	5	trading	trading	NOUN
cblr-1758	101	6	practices	practice	NOUN
cblr-1758	101	7	by	by	ADP
cblr-1758	101	8	algorithmic	algorithmic	ADJ
cblr-1758	101	9	robots	robot	NOUN
cblr-1758	101	10	,	,	PUNCT
cblr-1758	101	11	67	67	NUM
cblr-1758	101	12	fla	fla	NOUN
cblr-1758	101	13	.	.	PUNCT
cblr-1758	102	1	l.	l.	PROPN
cblr-1758	102	2	rev	rev	PROPN
cblr-1758	102	3	.	.	PROPN
cblr-1758	102	4	221	221	NUM
cblr-1758	102	5	,	,	PUNCT
cblr-1758	102	6	222–23	222–23	NUM
cblr-1758	102	7	(	(	PUNCT
cblr-1758	102	8	2015	2015	NUM
cblr-1758	102	9	)	)	PUNCT
cblr-1758	103	1	[	[	X
cblr-1758	103	2	hereinafter	hereinafter	NOUN
cblr-1758	103	3	scopino	scopino	NOUN
cblr-1758	103	4	,	,	PUNCT
cblr-1758	103	5	do	do	VERB
cblr-1758	103	6	atss	atss	DET
cblr-1758	103	7	dream	dream	NOUN
cblr-1758	103	8	?	?	PUNCT
cblr-1758	103	9	]	]	PUNCT
cblr-1758	103	10	(	(	PUNCT
cblr-1758	103	11	describing	describe	VERB
cblr-1758	103	12	the	the	DET
cblr-1758	103	13	extent	extent	NOUN
cblr-1758	103	14	to	to	PART
cblr-1758	103	15	which	which	PRON
cblr-1758	103	16	atss	atss	NOUN
cblr-1758	103	17	are	be	AUX
cblr-1758	103	18	operating	operate	VERB
cblr-1758	103	19	in	in	ADP
cblr-1758	103	20	the	the	DET
cblr-1758	103	21	derivatives	derivative	NOUN
cblr-1758	103	22	markets	market	NOUN
cblr-1758	103	23	)	)	PUNCT
cblr-1758	103	24	;	;	PUNCT
cblr-1758	103	25	alexander	alexander	PROPN
cblr-1758	103	26	campbell	campbell	PROPN
cblr-1758	103	27	,	,	PUNCT
cblr-1758	103	28	artificial	artificial	ADJ
cblr-1758	103	29	intelligence	intelligence	NOUN
cblr-1758	103	30	and	and	CCONJ
cblr-1758	103	31	the	the	DET
cblr-1758	103	32	future	future	NOUN
cblr-1758	103	33	of	of	ADP
cblr-1758	103	34	financial	financial	ADJ
cblr-1758	103	35	regulation	regulation	NOUN
cblr-1758	103	36	,	,	PUNCT
cblr-1758	103	37	risk.net	risk.net	X
cblr-1758	103	38	(	(	PUNCT
cblr-1758	103	39	oct	oct	PROPN
cblr-1758	103	40	.	.	PROPN
cblr-1758	103	41	16	16	NUM
cblr-1758	103	42	,	,	PUNCT
cblr-1758	103	43	2014	2014	NUM
cblr-1758	103	44	)	)	PUNCT
cblr-1758	103	45	,	,	PUNCT
cblr-1758	103	46	http://www.risk	http://www.risk	PROPN
cblr-1758	103	47	.	.	PUNCT
cblr-1758	104	1	net	net	ADJ
cblr-1758	104	2	/	/	SYM
cblr-1758	104	3	operational	operational	ADJ
cblr-1758	104	4	-	-	PUNCT
cblr-1758	104	5	risk	risk	NOUN
cblr-1758	104	6	-	-	PUNCT
cblr-1758	104	7	and	and	CCONJ
cblr-1758	104	8	-	-	PUNCT
cblr-1758	104	9	regulation	regulation	NOUN
cblr-1758	104	10	/	/	SYM
cblr-1758	104	11	feature/2374890	feature/2374890	NOUN
cblr-1758	104	12	/	/	SYM
cblr-1758	104	13	artificial	artificial	ADJ
cblr-1758	104	14	-	-	PUNCT
cblr-1758	104	15	intelligenceand	intelligenceand	NOUN
cblr-1758	104	16	-	-	PUNCT
cblr-1758	104	17	the	the	DET
cblr-1758	104	18	-	-	PUNCT
cblr-1758	104	19	future	future	NOUN
cblr-1758	104	20	-	-	PUNCT
cblr-1758	104	21	of	of	ADP
cblr-1758	104	22	-	-	PUNCT
cblr-1758	104	23	financial	financial	ADJ
cblr-1758	104	24	-	-	PUNCT
cblr-1758	104	25	regulation	regulation	NOUN
cblr-1758	104	26	.	.	PUNCT
cblr-1758	105	1	20	20	NUM
cblr-1758	105	2	concept	concept	NOUN
cblr-1758	105	3	release	release	NOUN
cblr-1758	105	4	on	on	ADP
cblr-1758	105	5	risk	risk	NOUN
cblr-1758	105	6	controls	control	NOUN
cblr-1758	105	7	and	and	CCONJ
cblr-1758	105	8	system	system	NOUN
cblr-1758	105	9	safeguards	safeguard	NOUN
cblr-1758	105	10	for	for	ADP
cblr-1758	105	11	automated	automate	VERB
cblr-1758	105	12	trading	trading	NOUN
cblr-1758	105	13	environments	environment	NOUN
cblr-1758	105	14	,	,	PUNCT
cblr-1758	105	15	78	78	NUM
cblr-1758	105	16	fed	feed	VERB
cblr-1758	105	17	.	.	PUNCT
cblr-1758	106	1	reg	reg	PROPN
cblr-1758	106	2	.	.	PUNCT
cblr-1758	107	1	at	at	ADP
cblr-1758	107	2	56,542	56,542	NUM
cblr-1758	107	3	:	:	PUNCT
cblr-1758	107	4	u.s	u.s	PROPN
cblr-1758	107	5	.	.	PROPN
cblr-1758	107	6	derivatives	derivative	NOUN
cblr-1758	107	7	markets	market	NOUN
cblr-1758	107	8	have	have	AUX
cblr-1758	107	9	experienced	experience	VERB
cblr-1758	107	10	a	a	DET
cblr-1758	107	11	fundamental	fundamental	ADJ
cblr-1758	107	12	transition	transition	NOUN
cblr-1758	107	13	from	from	ADP
cblr-1758	107	14	human	human	NOUN
cblr-1758	107	15	-	-	PUNCT
cblr-1758	107	16	centered	center	VERB
cblr-1758	107	17	trading	trading	NOUN
cblr-1758	107	18	venues	venue	NOUN
cblr-1758	107	19	to	to	ADP
cblr-1758	107	20	highly	highly	ADV
cblr-1758	107	21	automated	automated	ADJ
cblr-1758	107	22	and	and	CCONJ
cblr-1758	107	23	interconnected	interconnected	ADJ
cblr-1758	107	24	trading	trading	NOUN
cblr-1758	107	25	environments	environment	NOUN
cblr-1758	107	26	.	.	PUNCT
cblr-1758	108	1	the	the	DET
cblr-1758	108	2	operational	operational	ADJ
cblr-1758	108	3	centers	center	NOUN
cblr-1758	108	4	of	of	ADP
cblr-1758	108	5	modern	modern	ADJ
cblr-1758	108	6	markets	market	NOUN
cblr-1758	108	7	now	now	ADV
cblr-1758	108	8	reside	reside	VERB
cblr-1758	108	9	in	in	ADP
cblr-1758	108	10	a	a	DET
cblr-1758	108	11	combination	combination	NOUN
cblr-1758	108	12	of	of	ADP
cblr-1758	108	13	automated	automate	VERB
cblr-1758	108	14	trading	trading	NOUN
cblr-1758	108	15	systems	system	NOUN
cblr-1758	108	16	(	(	PUNCT
cblr-1758	108	17	“	"	PUNCT
cblr-1758	108	18	atss	atss	NOUN
cblr-1758	108	19	”	"	PUNCT
cblr-1758	108	20	)	)	PUNCT
cblr-1758	108	21	and	and	CCONJ
cblr-1758	108	22	electronic	electronic	ADJ
cblr-1758	108	23	trading	trading	NOUN
cblr-1758	108	24	platforms	platform	NOUN
cblr-1758	108	25	that	that	PRON
cblr-1758	108	26	can	can	AUX
cblr-1758	108	27	execute	execute	VERB
cblr-1758	108	28	repetitive	repetitive	ADJ
cblr-1758	108	29	tasks	task	NOUN
cblr-1758	108	30	at	at	ADP
cblr-1758	108	31	speeds	speed	NOUN
cblr-1758	108	32	orders	order	NOUN
cblr-1758	108	33	of	of	ADP
cblr-1758	108	34	magnitude	magnitude	NOUN
cblr-1758	108	35	greater	great	ADJ
cblr-1758	108	36	than	than	ADP
cblr-1758	108	37	any	any	DET
cblr-1758	108	38	human	human	ADJ
cblr-1758	108	39	equivalent	equivalent	NOUN
cblr-1758	108	40	.	.	PUNCT
cblr-1758	109	1	scopino	scopino	PROPN
cblr-1758	109	2	–	–	PUNCT
cblr-1758	109	3	final	final	ADJ
cblr-1758	109	4	no	no	NOUN
cblr-1758	109	5	.	.	PUNCT
cblr-1758	110	1	2:439	2:439	NUM
cblr-1758	110	2	]	]	X
cblr-1758	110	3	the	the	DET
cblr-1758	110	4	second	second	ADJ
cblr-1758	110	5	machine	machine	NOUN
cblr-1758	110	6	age	age	NOUN
cblr-1758	110	7	447	447	NUM
cblr-1758	110	8	frequency	frequency	NOUN
cblr-1758	110	9	trading	trading	NOUN
cblr-1758	110	10	(	(	PUNCT
cblr-1758	110	11	“	"	PUNCT
cblr-1758	110	12	hft”)21	hft”)21	NOUN
cblr-1758	110	13	strategies.22	strategies.22	NOUN
cblr-1758	110	14	for	for	ADP
cblr-1758	110	15	example	example	NOUN
cblr-1758	110	16	,	,	PUNCT
cblr-1758	110	17	in	in	ADP
cblr-1758	110	18	march	march	PROPN
cblr-1758	110	19	of	of	ADP
cblr-1758	110	20	2014	2014	NUM
cblr-1758	110	21	,	,	PUNCT
cblr-1758	110	22	bestselling	bestselle	VERB
cblr-1758	110	23	author	author	NOUN
cblr-1758	110	24	michael	michael	PROPN
cblr-1758	110	25	lewis	lewis	PROPN
cblr-1758	110	26	’s	’s	PART
cblr-1758	110	27	book	book	NOUN
cblr-1758	110	28	about	about	ADP
cblr-1758	110	29	hft	hft	PROPN
cblr-1758	110	30	,	,	PUNCT
cblr-1758	110	31	flash	flash	NOUN
cblr-1758	110	32	boys	boy	NOUN
cblr-1758	110	33	,	,	PUNCT
cblr-1758	110	34	stirred	stir	VERB
cblr-1758	110	35	controversy	controversy	NOUN
cblr-1758	110	36	about	about	ADP
cblr-1758	110	37	whether	whether	SCONJ
cblr-1758	110	38	the	the	DET
cblr-1758	110	39	markets	market	NOUN
cblr-1758	110	40	were	be	AUX
cblr-1758	110	41	“	"	PUNCT
cblr-1758	110	42	rigged	rig	VERB
cblr-1758	110	43	”	"	PUNCT
cblr-1758	110	44	to	to	PART
cblr-1758	110	45	favor	favor	VERB
cblr-1758	110	46	high	high	ADJ
cblr-1758	110	47	-	-	PUNCT
cblr-1758	110	48	speed	speed	NOUN
cblr-1758	110	49	automated	automate	VERB
cblr-1758	110	50	trading	trading	NOUN
cblr-1758	110	51	firms.23	firms.23	NOUN
cblr-1758	110	52	the	the	DET
cblr-1758	110	53	book	book	NOUN
cblr-1758	110	54	describes	describe	VERB
cblr-1758	110	55	,	,	PUNCT
cblr-1758	110	56	among	among	ADP
cblr-1758	110	57	other	other	ADJ
cblr-1758	110	58	things	thing	NOUN
cblr-1758	110	59	,	,	PUNCT
cblr-1758	110	60	one	one	PRON
cblr-1758	110	61	see	see	VERB
cblr-1758	110	62	also	also	ADV
cblr-1758	110	63	i	i	PROPN
cblr-1758	110	64	d.	d.	PROPN
cblr-1758	110	65	at	at	ADP
cblr-1758	110	66	56,544	56,544	NUM
cblr-1758	110	67	n.7	n.7	X
cblr-1758	110	68	(	(	PUNCT
cblr-1758	110	69	“	"	PUNCT
cblr-1758	110	70	while	while	SCONJ
cblr-1758	110	71	the	the	DET
cblr-1758	110	72	[	[	X
cblr-1758	110	73	cftc	cftc	X
cblr-1758	110	74	]	]	PUNCT
cblr-1758	110	75	has	have	VERB
cblr-1758	110	76	no	no	DET
cblr-1758	110	77	regulatory	regulatory	ADJ
cblr-1758	110	78	definition	definition	NOUN
cblr-1758	110	79	of	of	ADP
cblr-1758	110	80	ats	ats	PROPN
cblr-1758	110	81	,	,	PUNCT
cblr-1758	110	82	the	the	DET
cblr-1758	110	83	term	term	NOUN
cblr-1758	110	84	is	be	AUX
cblr-1758	110	85	generally	generally	ADV
cblr-1758	110	86	understood	understand	VERB
cblr-1758	110	87	to	to	PART
cblr-1758	110	88	mean	mean	VERB
cblr-1758	110	89	a	a	DET
cblr-1758	110	90	computer	computer	NOUN
cblr-1758	110	91	-	-	PUNCT
cblr-1758	110	92	driven	drive	VERB
cblr-1758	110	93	system	system	NOUN
cblr-1758	110	94	that	that	PRON
cblr-1758	110	95	automates	automate	VERB
cblr-1758	110	96	the	the	DET
cblr-1758	110	97	generation	generation	NOUN
cblr-1758	110	98	and	and	CCONJ
cblr-1758	110	99	routing	routing	NOUN
cblr-1758	110	100	of	of	ADP
cblr-1758	110	101	orders	order	NOUN
cblr-1758	110	102	to	to	ADP
cblr-1758	110	103	one	one	NUM
cblr-1758	110	104	or	or	CCONJ
cblr-1758	110	105	more	more	ADJ
cblr-1758	110	106	markets	market	NOUN
cblr-1758	110	107	.	.	PUNCT
cblr-1758	110	108	”	"	PUNCT
cblr-1758	110	109	)	)	PUNCT
cblr-1758	110	110	.	.	PUNCT
cblr-1758	111	1	21	21	NUM
cblr-1758	112	1	the	the	DET
cblr-1758	112	2	cftc	cftc	PROPN
cblr-1758	112	3	’s	’s	PART
cblr-1758	112	4	technology	technology	PROPN
cblr-1758	112	5	advisory	advisory	PROPN
cblr-1758	112	6	committee	committee	NOUN
cblr-1758	112	7	“	"	PUNCT
cblr-1758	112	8	received	receive	VERB
cblr-1758	112	9	a	a	DET
cblr-1758	112	10	definition	definition	NOUN
cblr-1758	112	11	of	of	ADP
cblr-1758	112	12	hft	hft	NOUN
cblr-1758	112	13	from	from	ADP
cblr-1758	112	14	its	its	PRON
cblr-1758	112	15	working	working	NOUN
cblr-1758	112	16	group	group	NOUN
cblr-1758	112	17	panel	panel	NOUN
cblr-1758	112	18	of	of	ADP
cblr-1758	112	19	experts	expert	NOUN
cblr-1758	112	20	”	"	PUNCT
cblr-1758	112	21	that	that	PRON
cblr-1758	112	22	listed	list	VERB
cblr-1758	112	23	“	"	PUNCT
cblr-1758	112	24	[	[	X
cblr-1758	112	25	t]he	t]he	ADV
cblr-1758	112	26	attributes	attribute	NOUN
cblr-1758	112	27	of	of	ADP
cblr-1758	112	28	hft	hft	NOUN
cblr-1758	112	29	”	"	PUNCT
cblr-1758	112	30	as	as	ADP
cblr-1758	112	31	including	include	VERB
cblr-1758	112	32	:	:	PUNCT
cblr-1758	112	33	(	(	PUNCT
cblr-1758	112	34	a	a	X
cblr-1758	112	35	)	)	PUNCT
cblr-1758	112	36	algorithms	algorithm	NOUN
cblr-1758	112	37	for	for	ADP
cblr-1758	112	38	decision	decision	NOUN
cblr-1758	112	39	making	making	NOUN
cblr-1758	112	40	,	,	PUNCT
cblr-1758	112	41	order	order	NOUN
cblr-1758	112	42	initiation	initiation	NOUN
cblr-1758	112	43	,	,	PUNCT
cblr-1758	112	44	generation	generation	NOUN
cblr-1758	112	45	,	,	PUNCT
cblr-1758	112	46	routing	routing	NOUN
cblr-1758	112	47	,	,	PUNCT
cblr-1758	112	48	or	or	CCONJ
cblr-1758	112	49	execution	execution	NOUN
cblr-1758	112	50	,	,	PUNCT
cblr-1758	112	51	for	for	ADP
cblr-1758	112	52	each	each	DET
cblr-1758	112	53	individual	individual	ADJ
cblr-1758	112	54	transaction	transaction	NOUN
cblr-1758	112	55	without	without	ADP
cblr-1758	112	56	human	human	ADJ
cblr-1758	112	57	direction	direction	NOUN
cblr-1758	112	58	;	;	PUNCT
cblr-1758	112	59	(	(	PUNCT
cblr-1758	112	60	b	b	X
cblr-1758	112	61	)	)	PUNCT
cblr-1758	112	62	low	low	ADJ
cblr-1758	112	63	-	-	PUNCT
cblr-1758	112	64	latency	latency	NOUN
cblr-1758	112	65	technology	technology	NOUN
cblr-1758	112	66	that	that	PRON
cblr-1758	112	67	is	be	AUX
cblr-1758	112	68	designed	design	VERB
cblr-1758	112	69	to	to	PART
cblr-1758	112	70	minimize	minimize	VERB
cblr-1758	112	71	response	response	NOUN
cblr-1758	112	72	times	time	NOUN
cblr-1758	112	73	,	,	PUNCT
cblr-1758	112	74	including	include	VERB
cblr-1758	112	75	proximity	proximity	NOUN
cblr-1758	112	76	and	and	CCONJ
cblr-1758	112	77	co	co	NOUN
cblr-1758	112	78	-	-	NOUN
cblr-1758	112	79	location	location	ADJ
cblr-1758	112	80	services	service	NOUN
cblr-1758	112	81	;	;	PUNCT
cblr-1758	112	82	(	(	PUNCT
cblr-1758	112	83	c	c	X
cblr-1758	112	84	)	)	PUNCT
cblr-1758	112	85	high	high	ADJ
cblr-1758	112	86	speed	speed	NOUN
cblr-1758	112	87	connections	connection	NOUN
cblr-1758	112	88	to	to	ADP
cblr-1758	112	89	markets	market	NOUN
cblr-1758	112	90	for	for	ADP
cblr-1758	112	91	order	order	NOUN
cblr-1758	112	92	entry	entry	NOUN
cblr-1758	112	93	;	;	PUNCT
cblr-1758	112	94	and	and	CCONJ
cblr-1758	112	95	(	(	PUNCT
cblr-1758	112	96	d	d	X
cblr-1758	112	97	)	)	PUNCT
cblr-1758	112	98	recurring	recur	VERB
cblr-1758	112	99	high	high	ADJ
cblr-1758	112	100	message	message	NOUN
cblr-1758	112	101	rates	rate	NOUN
cblr-1758	112	102	(	(	PUNCT
cblr-1758	112	103	orders	order	NOUN
cblr-1758	112	104	,	,	PUNCT
cblr-1758	112	105	quotes	quote	NOUN
cblr-1758	112	106	or	or	CCONJ
cblr-1758	112	107	cancellations	cancellation	NOUN
cblr-1758	112	108	)	)	PUNCT
cblr-1758	112	109	determined	determine	VERB
cblr-1758	112	110	using	use	VERB
cblr-1758	112	111	one	one	NUM
cblr-1758	112	112	or	or	CCONJ
cblr-1758	112	113	more	more	ADJ
cblr-1758	112	114	objective	objective	ADJ
cblr-1758	112	115	forms	form	NOUN
cblr-1758	112	116	of	of	ADP
cblr-1758	112	117	measurement	measurement	NOUN
cblr-1758	112	118	,	,	PUNCT
cblr-1758	112	119	including	include	VERB
cblr-1758	112	120	(	(	PUNCT
cblr-1758	112	121	i	i	NOUN
cblr-1758	112	122	)	)	PUNCT
cblr-1758	112	123	cancel	cancel	VERB
cblr-1758	112	124	-	-	PUNCT
cblr-1758	112	125	to	to	ADP
cblr-1758	112	126	-	-	PUNCT
cblr-1758	112	127	fill	fill	NOUN
cblr-1758	112	128	ratios	ratio	NOUN
cblr-1758	112	129	;	;	PUNCT
cblr-1758	112	130	(	(	PUNCT
cblr-1758	112	131	ii	ii	NOUN
cblr-1758	112	132	)	)	PUNCT
cblr-1758	112	133	participant	participant	NOUN
cblr-1758	112	134	-	-	PUNCT
cblr-1758	112	135	to	to	ADP
cblr-1758	112	136	-	-	PUNCT
cblr-1758	112	137	market	market	NOUN
cblr-1758	112	138	message	message	NOUN
cblr-1758	112	139	ratios	ratio	NOUN
cblr-1758	112	140	;	;	PUNCT
cblr-1758	112	141	or	or	CCONJ
cblr-1758	112	142	(	(	PUNCT
cblr-1758	112	143	iii	iii	NOUN
cblr-1758	112	144	)	)	PUNCT
cblr-1758	112	145	participantto	participantto	ADJ
cblr-1758	112	146	-	-	PUNCT
cblr-1758	112	147	market	market	NOUN
cblr-1758	112	148	trade	trade	NOUN
cblr-1758	112	149	volume	volume	NOUN
cblr-1758	112	150	ratios	ratio	NOUN
cblr-1758	112	151	.	.	PUNCT
cblr-1758	113	1	concept	concept	NOUN
cblr-1758	113	2	release	release	NOUN
cblr-1758	113	3	on	on	ADP
cblr-1758	113	4	risk	risk	NOUN
cblr-1758	113	5	controls	control	NOUN
cblr-1758	113	6	and	and	CCONJ
cblr-1758	113	7	system	system	NOUN
cblr-1758	113	8	safeguards	safeguard	NOUN
cblr-1758	113	9	for	for	ADP
cblr-1758	113	10	automated	automate	VERB
cblr-1758	113	11	trading	trading	NOUN
cblr-1758	113	12	environments	environment	NOUN
cblr-1758	113	13	,	,	PUNCT
cblr-1758	113	14	78	78	NUM
cblr-1758	113	15	fed	feed	VERB
cblr-1758	113	16	.	.	PUNCT
cblr-1758	114	1	reg	reg	PROPN
cblr-1758	114	2	.	.	PUNCT
cblr-1758	115	1	at	at	ADP
cblr-1758	115	2	56,545	56,545	NUM
cblr-1758	115	3	.	.	PUNCT
cblr-1758	116	1	“	"	PUNCT
cblr-1758	116	2	effectively	effectively	ADV
cblr-1758	116	3	,	,	PUNCT
cblr-1758	116	4	hft	hft	PROPN
cblr-1758	116	5	is	be	AUX
cblr-1758	116	6	a	a	DET
cblr-1758	116	7	form	form	NOUN
cblr-1758	116	8	of	of	ADP
cblr-1758	116	9	automated	automate	VERB
cblr-1758	116	10	trading	trading	NOUN
cblr-1758	116	11	,	,	PUNCT
cblr-1758	116	12	but	but	CCONJ
cblr-1758	116	13	not	not	PART
cblr-1758	116	14	all	all	DET
cblr-1758	116	15	automated	automate	VERB
cblr-1758	116	16	trading	trading	NOUN
cblr-1758	116	17	is	be	AUX
cblr-1758	116	18	hft	hft	NOUN
cblr-1758	116	19	.	.	PUNCT
cblr-1758	116	20	”	"	PUNCT
cblr-1758	117	1	i	i	PRON
cblr-1758	117	2	d.	d.	PROPN
cblr-1758	117	3	22	22	NUM
cblr-1758	117	4	see	see	VERB
cblr-1758	117	5	scott	scott	PROPN
cblr-1758	117	6	patterson	patterson	PROPN
cblr-1758	117	7	et	et	PROPN
cblr-1758	117	8	al	al	PROPN
cblr-1758	117	9	.	.	PROPN
cblr-1758	117	10	,	,	PUNCT
cblr-1758	117	11	futures	future	NOUN
cblr-1758	117	12	trades	trade	NOUN
cblr-1758	117	13	scrutinized	scrutinize	VERB
cblr-1758	117	14	,	,	PUNCT
cblr-1758	118	1	wall	wall	PROPN
cblr-1758	118	2	st	st	PROPN
cblr-1758	118	3	.	.	PROPN
cblr-1758	118	4	j.	j.	PROPN
cblr-1758	118	5	,	,	PUNCT
cblr-1758	118	6	mar	mar	PROPN
cblr-1758	118	7	.	.	PROPN
cblr-1758	118	8	18	18	NUM
cblr-1758	118	9	,	,	PUNCT
cblr-1758	118	10	2013	2013	NUM
cblr-1758	118	11	,	,	PUNCT
cblr-1758	118	12	at	at	ADP
cblr-1758	118	13	c1	c1	PROPN
cblr-1758	118	14	.	.	PUNCT
cblr-1758	119	1	see	see	VERB
cblr-1758	119	2	also	also	ADV
cblr-1758	119	3	gregory	gregory	PROPN
cblr-1758	119	4	scopino	scopino	PROPN
cblr-1758	119	5	,	,	PUNCT
cblr-1758	119	6	the	the	DET
cblr-1758	119	7	(	(	PUNCT
cblr-1758	119	8	questionable	questionable	ADJ
cblr-1758	119	9	)	)	PUNCT
cblr-1758	119	10	legality	legality	NOUN
cblr-1758	119	11	of	of	ADP
cblr-1758	119	12	high	high	ADJ
cblr-1758	119	13	-	-	PUNCT
cblr-1758	119	14	speed	speed	NOUN
cblr-1758	119	15	“	"	PUNCT
cblr-1758	119	16	pinging	pinging	NOUN
cblr-1758	119	17	”	"	PUNCT
cblr-1758	119	18	and	and	CCONJ
cblr-1758	119	19	“	"	PUNCT
cblr-1758	119	20	front	front	ADJ
cblr-1758	119	21	running	running	NOUN
cblr-1758	119	22	”	"	PUNCT
cblr-1758	119	23	in	in	ADP
cblr-1758	119	24	the	the	DET
cblr-1758	119	25	futures	future	NOUN
cblr-1758	119	26	markets	market	NOUN
cblr-1758	119	27	,	,	PUNCT
cblr-1758	119	28	47	47	NUM
cblr-1758	119	29	conn	conn	PROPN
cblr-1758	119	30	.	.	PROPN
cblr-1758	120	1	l.	l.	PROPN
cblr-1758	120	2	rev	rev	PROPN
cblr-1758	120	3	.	.	PROPN
cblr-1758	120	4	607	607	NUM
cblr-1758	120	5	,	,	PUNCT
cblr-1758	120	6	611–13	611–13	X
cblr-1758	120	7	(	(	PUNCT
cblr-1758	120	8	2015	2015	NUM
cblr-1758	120	9	)	)	PUNCT
cblr-1758	121	1	[	[	X
cblr-1758	121	2	hereinafter	hereinafter	NOUN
cblr-1758	121	3	scopino	scopino	NOUN
cblr-1758	121	4	,	,	PUNCT
cblr-1758	121	5	highspeed	highspeed	NOUN
cblr-1758	121	6	“	"	PUNCT
cblr-1758	121	7	pinging	pinging	NOUN
cblr-1758	121	8	”	"	PUNCT
cblr-1758	121	9	and	and	CCONJ
cblr-1758	121	10	“	"	PUNCT
cblr-1758	121	11	front	front	ADJ
cblr-1758	121	12	running	running	NOUN
cblr-1758	121	13	”	"	PUNCT
cblr-1758	121	14	]	]	PUNCT
cblr-1758	121	15	;	;	PUNCT
cblr-1758	121	16	sam	sam	PROPN
cblr-1758	121	17	mamudi	mamudi	PROPN
cblr-1758	121	18	&	&	CCONJ
cblr-1758	121	19	matthew	matthew	PROPN
cblr-1758	121	20	leising	leising	PROPN
cblr-1758	121	21	,	,	PUNCT
cblr-1758	121	22	chicago	chicago	PROPN
cblr-1758	121	23	speed	speed	PROPN
cblr-1758	121	24	trader	trader	PROPN
cblr-1758	121	25	allston	allston	PROPN
cblr-1758	121	26	withdraws	withdraws	PROPN
cblr-1758	121	27	from	from	ADP
cblr-1758	121	28	u.s	u.s	PROPN
cblr-1758	121	29	.	.	PROPN
cblr-1758	121	30	stock	stock	NOUN
cblr-1758	121	31	market	market	NOUN
cblr-1758	121	32	,	,	PUNCT
cblr-1758	121	33	bloomberg	bloomberg	PROPN
cblr-1758	121	34	(	(	PUNCT
cblr-1758	121	35	jan	jan	PROPN
cblr-1758	121	36	.	.	PROPN
cblr-1758	121	37	23	23	NUM
cblr-1758	121	38	,	,	PUNCT
cblr-1758	121	39	2015	2015	NUM
cblr-1758	121	40	,	,	PUNCT
cblr-1758	121	41	4:14	4:14	NUM
cblr-1758	121	42	pm	pm	NOUN
cblr-1758	121	43	)	)	PUNCT
cblr-1758	121	44	,	,	PUNCT
cblr-1758	121	45	http://www.bloomberg.com/	http://www.bloomberg.com/	NOUN
cblr-1758	121	46	news	news	PROPN
cblr-1758	121	47	/	/	SYM
cblr-1758	121	48	articles/2015	articles/2015	PROPN
cblr-1758	121	49	-	-	PUNCT
cblr-1758	121	50	01	01	NUM
cblr-1758	121	51	-	-	PUNCT
cblr-1758	121	52	23	23	NUM
cblr-1758	121	53	/	/	SYM
cblr-1758	121	54	chicago	chicago	NOUN
cblr-1758	121	55	-	-	PUNCT
cblr-1758	121	56	speed	speed	NOUN
cblr-1758	121	57	-	-	PUNCT
cblr-1758	121	58	trader	trader	NOUN
cblr-1758	121	59	-	-	PUNCT
cblr-1758	121	60	allston	allston	NOUN
cblr-1758	121	61	-	-	PUNCT
cblr-1758	121	62	withdraws	withdraw	NOUN
cblr-1758	121	63	-	-	PUNCT
cblr-1758	121	64	from	from	ADP
cblr-1758	121	65	-	-	PUNCT
cblr-1758	121	66	u	u	NOUN
cblr-1758	121	67	-	-	ADJ
cblr-1758	121	68	sstock	sstock	ADJ
cblr-1758	121	69	-	-	PUNCT
cblr-1758	121	70	market	market	NOUN
cblr-1758	121	71	,	,	PUNCT
cblr-1758	121	72	archived	archive	VERB
cblr-1758	121	73	at	at	ADP
cblr-1758	121	74	http://perma.cc/ygp4-yyem	http://perma.cc/ygp4-yyem	PROPN
cblr-1758	121	75	(	(	PUNCT
cblr-1758	121	76	noting	note	VERB
cblr-1758	121	77	that	that	SCONJ
cblr-1758	121	78	the	the	DET
cblr-1758	121	79	hft	hft	PROPN
cblr-1758	121	80	firm	firm	NOUN
cblr-1758	121	81	decided	decide	VERB
cblr-1758	121	82	to	to	PART
cblr-1758	121	83	stop	stop	VERB
cblr-1758	121	84	trading	trade	VERB
cblr-1758	121	85	in	in	ADP
cblr-1758	121	86	securities	security	NOUN
cblr-1758	121	87	“	"	PUNCT
cblr-1758	121	88	to	to	PART
cblr-1758	121	89	focus	focus	VERB
cblr-1758	121	90	on	on	ADP
cblr-1758	121	91	more	more	ADV
cblr-1758	121	92	profitable	profitable	ADJ
cblr-1758	121	93	trading	trading	NOUN
cblr-1758	121	94	in	in	ADP
cblr-1758	121	95	derivatives	derivative	NOUN
cblr-1758	121	96	markets	market	NOUN
cblr-1758	121	97	”	"	PUNCT
cblr-1758	121	98	)	)	PUNCT
cblr-1758	121	99	.	.	PUNCT
cblr-1758	122	1	23	23	NUM
cblr-1758	123	1	some	some	DET
cblr-1758	123	2	hft	hft	NOUN
cblr-1758	123	3	firms	firm	NOUN
cblr-1758	123	4	and	and	CCONJ
cblr-1758	123	5	their	their	PRON
cblr-1758	123	6	supporters	supporter	NOUN
cblr-1758	123	7	strongly	strongly	ADV
cblr-1758	123	8	disagreed	disagree	VERB
cblr-1758	123	9	with	with	ADP
cblr-1758	123	10	how	how	SCONJ
cblr-1758	123	11	lewis	lewis	PROPN
cblr-1758	123	12	characterized	characterize	VERB
cblr-1758	123	13	the	the	DET
cblr-1758	123	14	activities	activity	NOUN
cblr-1758	123	15	of	of	ADP
cblr-1758	123	16	hft	hft	NOUN
cblr-1758	123	17	firms	firm	NOUN
cblr-1758	123	18	in	in	ADP
cblr-1758	123	19	his	his	PRON
cblr-1758	123	20	book	book	NOUN
cblr-1758	123	21	.	.	PUNCT
cblr-1758	124	1	see	see	VERB
cblr-1758	124	2	ben	ben	PROPN
cblr-1758	124	3	levisohn	levisohn	PROPN
cblr-1758	124	4	,	,	PUNCT
cblr-1758	124	5	speed	speed	NOUN
cblr-1758	124	6	kills	kill	VERB
cblr-1758	124	7	:	:	PUNCT
cblr-1758	124	8	how	how	SCONJ
cblr-1758	124	9	i	i	PRON
cblr-1758	124	10	learned	learn	VERB
cblr-1758	124	11	to	to	PART
cblr-1758	124	12	stop	stop	VERB
cblr-1758	124	13	worrying	worry	VERB
cblr-1758	124	14	about	about	ADP
cblr-1758	124	15	high	high	ADJ
cblr-1758	124	16	-	-	PUNCT
cblr-1758	124	17	speed	speed	NOUN
cblr-1758	124	18	trading	trading	NOUN
cblr-1758	124	19	,	,	PUNCT
cblr-1758	124	20	barron	barron	PROPN
cblr-1758	124	21	’s	’s	PART
cblr-1758	124	22	(	(	PUNCT
cblr-1758	124	23	mar	mar	PROPN
cblr-1758	124	24	.	.	PROPN
cblr-1758	124	25	31	31	NUM
cblr-1758	124	26	,	,	PUNCT
cblr-1758	124	27	2014	2014	NUM
cblr-1758	124	28	,	,	PUNCT
cblr-1758	124	29	10:25	10:25	NUM
cblr-1758	124	30	am	am	NOUN
cblr-1758	124	31	)	)	PUNCT
cblr-1758	124	32	,	,	PUNCT
cblr-1758	124	33	http://blogs	http://blogs	PROPN
cblr-1758	124	34	.	.	NOUN
cblr-1758	124	35	scopino	scopino	NOUN
cblr-1758	124	36	–	–	PUNCT
cblr-1758	125	1	final	final	ADJ
cblr-1758	125	2	448	448	NUM
cblr-1758	125	3	columbia	columbia	PROPN
cblr-1758	125	4	business	business	NOUN
cblr-1758	125	5	law	law	PROPN
cblr-1758	125	6	review	review	NOUN
cblr-1758	125	7	[	[	X
cblr-1758	125	8	vol	vol	NOUN
cblr-1758	125	9	.	.	NOUN
cblr-1758	125	10	2015	2015	NUM
cblr-1758	125	11	company	company	NOUN
cblr-1758	125	12	’s	’s	PART
cblr-1758	125	13	secretive	secretive	ADJ
cblr-1758	125	14	and	and	CCONJ
cblr-1758	125	15	enormously	enormously	ADV
cblr-1758	125	16	expensive	expensive	ADJ
cblr-1758	125	17	efforts	effort	NOUN
cblr-1758	125	18	to	to	PART
cblr-1758	125	19	dig	dig	VERB
cblr-1758	125	20	a	a	DET
cblr-1758	125	21	tunnel	tunnel	NOUN
cblr-1758	125	22	through	through	ADP
cblr-1758	125	23	the	the	DET
cblr-1758	125	24	mountains	mountain	NOUN
cblr-1758	125	25	in	in	ADP
cblr-1758	125	26	pennsylvania	pennsylvania	PROPN
cblr-1758	125	27	to	to	PART
cblr-1758	125	28	lay	lay	VERB
cblr-1758	125	29	fiberoptic	fiberoptic	ADJ
cblr-1758	125	30	cables	cable	NOUN
cblr-1758	125	31	in	in	ADP
cblr-1758	125	32	as	as	ADV
cblr-1758	125	33	straight	straight	ADV
cblr-1758	125	34	a	a	DET
cblr-1758	125	35	line	line	NOUN
cblr-1758	125	36	as	as	ADP
cblr-1758	125	37	possible	possible	ADJ
cblr-1758	125	38	between	between	ADP
cblr-1758	125	39	the	the	DET
cblr-1758	125	40	futures	future	NOUN
cblr-1758	125	41	exchanges	exchange	NOUN
cblr-1758	125	42	in	in	ADP
cblr-1758	125	43	chicago	chicago	PROPN
cblr-1758	125	44	and	and	CCONJ
cblr-1758	125	45	the	the	DET
cblr-1758	125	46	servers	server	NOUN
cblr-1758	125	47	for	for	ADP
cblr-1758	125	48	the	the	DET
cblr-1758	125	49	securities	security	NOUN
cblr-1758	125	50	exchanges	exchange	NOUN
cblr-1758	125	51	in	in	ADP
cblr-1758	125	52	new	new	PROPN
cblr-1758	125	53	jersey	jersey	PROPN
cblr-1758	125	54	,	,	PUNCT
cblr-1758	125	55	with	with	ADP
cblr-1758	125	56	the	the	DET
cblr-1758	125	57	goal	goal	NOUN
cblr-1758	125	58	of	of	ADP
cblr-1758	125	59	creating	create	VERB
cblr-1758	125	60	a	a	DET
cblr-1758	125	61	shorter––and	shorter––and	NOUN
cblr-1758	125	62	therefore	therefore	ADV
cblr-1758	125	63	three	three	NUM
cblr-1758	125	64	milliseconds24	milliseconds24	NOUN
cblr-1758	125	65	faster––route	faster––route	PROPN
cblr-1758	125	66	for	for	ADP
cblr-1758	125	67	hft	hft	NOUN
cblr-1758	125	68	firms	firm	NOUN
cblr-1758	125	69	to	to	PART
cblr-1758	125	70	send	send	VERB
cblr-1758	125	71	and	and	CCONJ
cblr-1758	125	72	receive	receive	VERB
cblr-1758	125	73	trading	trading	NOUN
cblr-1758	125	74	signals	signal	NOUN
cblr-1758	125	75	and	and	CCONJ
cblr-1758	125	76	information.25	information.25	VERB
cblr-1758	125	77	the	the	DET
cblr-1758	125	78	book	book	NOUN
cblr-1758	125	79	,	,	PUNCT
cblr-1758	125	80	along	along	ADP
cblr-1758	125	81	with	with	ADP
cblr-1758	125	82	statements	statement	NOUN
cblr-1758	125	83	from	from	ADP
cblr-1758	125	84	politicians26	politicians26	NOUN
cblr-1758	125	85	and	and	CCONJ
cblr-1758	125	86	investment	investment	NOUN
cblr-1758	125	87	industry	industry	NOUN
cblr-1758	125	88	leaders,27	leaders,27	PROPN
cblr-1758	125	89	helped	help	VERB
cblr-1758	125	90	barrons.com/stockstowatchtoday/2014/03/31/speed-kills-how-i-learned-tostop-worrying-about-high-speed-trading/?mod=bolblog	barrons.com/stockstowatchtoday/2014/03/31/speed-kills-how-i-learned-tostop-worrying-about-high-speed-trading/?mod=bolblog	PROPN
cblr-1758	125	91	;	;	PUNCT
cblr-1758	125	92	neil	neil	PROPN
cblr-1758	125	93	munshi	munshi	PROPN
cblr-1758	125	94	,	,	PUNCT
cblr-1758	125	95	lawsuit	lawsuit	NOUN
cblr-1758	125	96	claims	claim	NOUN
cblr-1758	125	97	cme	cme	PROPN
cblr-1758	125	98	gives	give	VERB
cblr-1758	125	99	hfts	hft	NOUN
cblr-1758	125	100	unfair	unfair	ADJ
cblr-1758	125	101	advantage	advantage	NOUN
cblr-1758	125	102	,	,	PUNCT
cblr-1758	125	103	fin	fin	NOUN
cblr-1758	125	104	.	.	PUNCT
cblr-1758	126	1	times	times	PROPN
cblr-1758	126	2	(	(	PUNCT
cblr-1758	126	3	april	april	PROPN
cblr-1758	126	4	.	.	PROPN
cblr-1758	127	1	14	14	NUM
cblr-1758	127	2	,	,	PUNCT
cblr-1758	127	3	2014	2014	NUM
cblr-1758	127	4	,	,	PUNCT
cblr-1758	127	5	2:59	2:59	NUM
cblr-1758	127	6	am	am	NOUN
cblr-1758	127	7	)	)	PUNCT
cblr-1758	127	8	,	,	PUNCT
cblr-1758	127	9	http://www.ft.com/intl/cms/s/0/4dcda2ea-c372-11e3-94e000144feabdc0.html	http://www.ft.com/intl/cms/s/0/4dcda2ea-c372-11e3-94e000144feabdc0.html	PROPN
cblr-1758	127	10	.	.	PUNCT
cblr-1758	128	1	see	see	VERB
cblr-1758	128	2	generally	generally	ADV
cblr-1758	128	3	michael	michael	PROPN
cblr-1758	128	4	lewis	lewis	PROPN
cblr-1758	128	5	,	,	PUNCT
cblr-1758	128	6	flash	flash	VERB
cblr-1758	128	7	boys	boy	NOUN
cblr-1758	128	8	(	(	PUNCT
cblr-1758	128	9	2014	2014	NUM
cblr-1758	128	10	)	)	PUNCT
cblr-1758	128	11	.	.	PUNCT
cblr-1758	129	1	24	24	NUM
cblr-1758	129	2	a	a	DET
cblr-1758	129	3	millisecond	millisecond	NOUN
cblr-1758	129	4	is	be	AUX
cblr-1758	129	5	one	one	NUM
cblr-1758	129	6	thousandth	thousandth	ADJ
cblr-1758	129	7	of	of	ADP
cblr-1758	129	8	a	a	DET
cblr-1758	129	9	second	second	NOUN
cblr-1758	129	10	.	.	PUNCT
cblr-1758	130	1	see	see	VERB
cblr-1758	130	2	millisecond	millisecond	NOUN
cblr-1758	130	3	,	,	PUNCT
cblr-1758	130	4	merriam	merriam	PROPN
cblr-1758	130	5	-	-	PUNCT
cblr-1758	130	6	webster	webster	PROPN
cblr-1758	130	7	dictionary	dictionary	PROPN
cblr-1758	130	8	online	online	ADV
cblr-1758	130	9	,	,	PUNCT
cblr-1758	130	10	http://www.merriamwebster.com/dictionary/millisecond	http://www.merriamwebster.com/dictionary/millisecond	PROPN
cblr-1758	130	11	,	,	PUNCT
cblr-1758	130	12	archived	archive	VERB
cblr-1758	130	13	at	at	ADP
cblr-1758	130	14	http://perma.cc/f69cfxaf	http://perma.cc/f69cfxaf	PROPN
cblr-1758	130	15	.	.	PUNCT
cblr-1758	131	1	see	see	VERB
cblr-1758	131	2	also	also	ADV
cblr-1758	131	3	eamon	eamon	PROPN
cblr-1758	131	4	javers	javer	NOUN
cblr-1758	131	5	,	,	PUNCT
cblr-1758	131	6	how	how	SCONJ
cblr-1758	131	7	high	high	ADJ
cblr-1758	131	8	-	-	PUNCT
cblr-1758	131	9	speed	speed	NOUN
cblr-1758	131	10	trading	trading	NOUN
cblr-1758	131	11	is	be	AUX
cblr-1758	131	12	about	about	ADJ
cblr-1758	131	13	to	to	PART
cblr-1758	131	14	get	get	VERB
cblr-1758	131	15	speedier	speedy	ADJ
cblr-1758	131	16	,	,	PUNCT
cblr-1758	131	17	cnbc	cnbc	PROPN
cblr-1758	131	18	(	(	PUNCT
cblr-1758	131	19	apr	apr	PROPN
cblr-1758	131	20	.	.	PROPN
cblr-1758	131	21	10	10	NUM
cblr-1758	131	22	,	,	PUNCT
cblr-1758	131	23	2013	2013	NUM
cblr-1758	131	24	,	,	PUNCT
cblr-1758	131	25	1:08	1:08	NUM
cblr-1758	131	26	pm	pm	NOUN
cblr-1758	131	27	)	)	PUNCT
cblr-1758	131	28	,	,	PUNCT
cblr-1758	131	29	http://www.cnbc.com/	http://www.cnbc.com/	NOUN
cblr-1758	131	30	id/100631346	id/100631346	NOUN
cblr-1758	131	31	,	,	PUNCT
cblr-1758	131	32	archived	archive	VERB
cblr-1758	131	33	at	at	ADP
cblr-1758	131	34	http://perma.cc/d6cs-b63q	http://perma.cc/d6cs-b63q	ADJ
cblr-1758	131	35	(	(	PUNCT
cblr-1758	131	36	“	"	PUNCT
cblr-1758	131	37	according	accord	VERB
cblr-1758	131	38	to	to	ADP
cblr-1758	131	39	one	one	NUM
cblr-1758	131	40	study	study	NOUN
cblr-1758	131	41	,	,	PUNCT
cblr-1758	131	42	it	it	PRON
cblr-1758	131	43	takes	take	VERB
cblr-1758	131	44	a	a	DET
cblr-1758	131	45	human	human	ADJ
cblr-1758	131	46	being	being	NOUN
cblr-1758	131	47	between	between	ADP
cblr-1758	131	48	400	400	NUM
cblr-1758	131	49	and	and	CCONJ
cblr-1758	131	50	500	500	NUM
cblr-1758	131	51	milliseconds	millisecond	NOUN
cblr-1758	131	52	to	to	PART
cblr-1758	131	53	recognize	recognize	VERB
cblr-1758	131	54	and	and	CCONJ
cblr-1758	131	55	respond	respond	VERB
cblr-1758	131	56	to	to	ADP
cblr-1758	131	57	a	a	DET
cblr-1758	131	58	visual	visual	ADJ
cblr-1758	131	59	stimulus	stimulus	NOUN
cblr-1758	131	60	—	—	PUNCT
cblr-1758	131	61	let	let	VERB
cblr-1758	131	62	alone	alone	ADV
cblr-1758	131	63	make	make	VERB
cblr-1758	131	64	a	a	DET
cblr-1758	131	65	complicated	complicated	ADJ
cblr-1758	131	66	financial	financial	ADJ
cblr-1758	131	67	investment	investment	NOUN
cblr-1758	131	68	decision	decision	NOUN
cblr-1758	131	69	.	.	PUNCT
cblr-1758	131	70	”	"	PUNCT
cblr-1758	131	71	)	)	PUNCT
cblr-1758	131	72	.	.	PUNCT
cblr-1758	132	1	25	25	NUM
cblr-1758	132	2	see	see	VERB
cblr-1758	132	3	paul	paul	PROPN
cblr-1758	132	4	krugman	krugman	PROPN
cblr-1758	132	5	,	,	PUNCT
cblr-1758	132	6	op	op	NOUN
cblr-1758	132	7	-	-	PUNCT
cblr-1758	132	8	ed	ed	NOUN
cblr-1758	132	9	.	.	PROPN
cblr-1758	132	10	,	,	PUNCT
cblr-1758	132	11	three	three	NUM
cblr-1758	132	12	expensive	expensive	ADJ
cblr-1758	132	13	milliseconds	millisecond	NOUN
cblr-1758	132	14	,	,	PUNCT
cblr-1758	132	15	n.y	n.y	PROPN
cblr-1758	132	16	.	.	PROPN
cblr-1758	132	17	times	times	PROPN
cblr-1758	132	18	,	,	PUNCT
cblr-1758	132	19	apr	apr	PROPN
cblr-1758	132	20	.	.	PROPN
cblr-1758	132	21	14	14	NUM
cblr-1758	132	22	,	,	PUNCT
cblr-1758	132	23	2014	2014	NUM
cblr-1758	132	24	,	,	PUNCT
cblr-1758	132	25	at	at	ADP
cblr-1758	132	26	a23	a23	PROPN
cblr-1758	132	27	;	;	PUNCT
cblr-1758	132	28	janet	janet	PROPN
cblr-1758	132	29	maslin	maslin	PROPN
cblr-1758	132	30	,	,	PUNCT
cblr-1758	132	31	hobbling	hobble	VERB
cblr-1758	132	32	wall	wall	PROPN
cblr-1758	132	33	street	street	PROPN
cblr-1758	132	34	cowboys	cowboy	NOUN
cblr-1758	132	35	,	,	PUNCT
cblr-1758	132	36	n.y	n.y	PROPN
cblr-1758	132	37	.	.	PROPN
cblr-1758	132	38	times	times	PROPN
cblr-1758	132	39	,	,	PUNCT
cblr-1758	132	40	apr	apr	PROPN
cblr-1758	132	41	.	.	PROPN
cblr-1758	132	42	1	1	NUM
cblr-1758	132	43	,	,	PUNCT
cblr-1758	132	44	2014	2014	NUM
cblr-1758	132	45	,	,	PUNCT
cblr-1758	132	46	at	at	ADP
cblr-1758	132	47	c1	c1	PROPN
cblr-1758	132	48	.	.	PUNCT
cblr-1758	133	1	26	26	NUM
cblr-1758	133	2	new	new	PROPN
cblr-1758	133	3	york	york	PROPN
cblr-1758	133	4	state	state	PROPN
cblr-1758	133	5	attorney	attorney	PROPN
cblr-1758	133	6	general	general	PROPN
cblr-1758	133	7	eric	eric	PROPN
cblr-1758	133	8	t.	t.	PROPN
cblr-1758	133	9	schneiderman	schneiderman	PROPN
cblr-1758	133	10	is	be	AUX
cblr-1758	133	11	investigating	investigate	VERB
cblr-1758	133	12	what	what	PRON
cblr-1758	133	13	he	he	PRON
cblr-1758	133	14	has	have	AUX
cblr-1758	133	15	called	call	VERB
cblr-1758	133	16	“	"	PUNCT
cblr-1758	133	17	insider	insider	NOUN
cblr-1758	133	18	trading	trading	NOUN
cblr-1758	133	19	2.0	2.0	NUM
cblr-1758	133	20	,	,	PUNCT
cblr-1758	133	21	”	"	PUNCT
cblr-1758	133	22	which	which	PRON
cblr-1758	133	23	involves	involve	VERB
cblr-1758	133	24	circumstances	circumstance	NOUN
cblr-1758	133	25	where	where	SCONJ
cblr-1758	133	26	news	news	NOUN
cblr-1758	133	27	and	and	CCONJ
cblr-1758	133	28	market	market	NOUN
cblr-1758	133	29	data	datum	NOUN
cblr-1758	133	30	providers	provider	NOUN
cblr-1758	133	31	release	release	VERB
cblr-1758	133	32	information	information	NOUN
cblr-1758	133	33	(	(	PUNCT
cblr-1758	133	34	such	such	ADJ
cblr-1758	133	35	as	as	ADP
cblr-1758	133	36	consumer	consumer	NOUN
cblr-1758	133	37	survey	survey	NOUN
cblr-1758	133	38	data	datum	NOUN
cblr-1758	133	39	from	from	ADP
cblr-1758	133	40	the	the	DET
cblr-1758	133	41	university	university	PROPN
cblr-1758	133	42	of	of	ADP
cblr-1758	133	43	michigan	michigan	PROPN
cblr-1758	133	44	)	)	PUNCT
cblr-1758	134	1	“	"	PUNCT
cblr-1758	134	2	two	two	NUM
cblr-1758	134	3	seconds	second	NOUN
cblr-1758	134	4	earlier	early	ADV
cblr-1758	134	5	to	to	ADP
cblr-1758	134	6	high	high	ADJ
cblr-1758	134	7	-	-	PUNCT
cblr-1758	134	8	frequency	frequency	NOUN
cblr-1758	134	9	trading	trading	NOUN
cblr-1758	134	10	clients	client	NOUN
cblr-1758	134	11	who	who	PRON
cblr-1758	134	12	paid	pay	VERB
cblr-1758	134	13	an	an	DET
cblr-1758	134	14	additional	additional	ADJ
cblr-1758	134	15	fee	fee	NOUN
cblr-1758	134	16	.	.	PUNCT
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cblr-1758	135	1	vince	vince	PROPN
cblr-1758	135	2	heaney	heaney	PROPN
cblr-1758	135	3	,	,	PUNCT
cblr-1758	135	4	the	the	DET
cblr-1758	135	5	war	war	NOUN
cblr-1758	135	6	against	against	ADP
cblr-1758	135	7	“	"	PUNCT
cblr-1758	135	8	insider	insider	NOUN
cblr-1758	135	9	trading	trading	NOUN
cblr-1758	135	10	2.0	2.0	NUM
cblr-1758	135	11	”	"	PUNCT
cblr-1758	135	12	,	,	PUNCT
cblr-1758	135	13	fin	fin	NOUN
cblr-1758	135	14	.	.	PUNCT
cblr-1758	135	15	times	times	PROPN
cblr-1758	135	16	(	(	PUNCT
cblr-1758	135	17	oct	oct	PROPN
cblr-1758	135	18	.	.	PROPN
cblr-1758	135	19	20	20	NUM
cblr-1758	135	20	,	,	PUNCT
cblr-1758	135	21	2013	2013	NUM
cblr-1758	135	22	,	,	PUNCT
cblr-1758	135	23	5:16	5:16	NUM
cblr-1758	135	24	am	am	NOUN
cblr-1758	135	25	)	)	PUNCT
cblr-1758	135	26	,	,	PUNCT
cblr-1758	135	27	http://www.ft.com/intl/cms/s/0/bdb99a02-359a11e3-b539-00144feab7de.html	http://www.ft.com/intl/cms/s/0/bdb99a02-359a11e3-b539-00144feab7de.html	X
cblr-1758	135	28	.	.	PUNCT
cblr-1758	136	1	27	27	NUM
cblr-1758	136	2	for	for	ADP
cblr-1758	136	3	example	example	NOUN
cblr-1758	136	4	,	,	PUNCT
cblr-1758	136	5	charles	charles	PROPN
cblr-1758	136	6	munger	munger	PROPN
cblr-1758	136	7	,	,	PUNCT
cblr-1758	136	8	the	the	DET
cblr-1758	136	9	vice	vice	NOUN
cblr-1758	136	10	chairman	chairman	NOUN
cblr-1758	136	11	of	of	ADP
cblr-1758	136	12	berkshire	berkshire	PROPN
cblr-1758	136	13	hathaway	hathaway	PROPN
cblr-1758	136	14	,	,	PUNCT
cblr-1758	136	15	indicated	indicate	VERB
cblr-1758	136	16	that	that	SCONJ
cblr-1758	136	17	he	he	PRON
cblr-1758	136	18	viewed	view	VERB
cblr-1758	136	19	some	some	DET
cblr-1758	136	20	hft	hft	PROPN
cblr-1758	136	21	tactics	tactic	NOUN
cblr-1758	136	22	as	as	ADP
cblr-1758	136	23	“	"	PUNCT
cblr-1758	136	24	basically	basically	ADV
cblr-1758	136	25	evil	evil	ADJ
cblr-1758	136	26	”	"	PUNCT
cblr-1758	136	27	and	and	CCONJ
cblr-1758	136	28	“	"	PUNCT
cblr-1758	136	29	legalized	legalize	VERB
cblr-1758	136	30	front	front	ADJ
cblr-1758	136	31	running	run	VERB
cblr-1758	136	32	.	.	PUNCT
cblr-1758	136	33	”	"	PUNCT
cblr-1758	137	1	sam	sam	PROPN
cblr-1758	137	2	mamudi	mamudi	PROPN
cblr-1758	137	3	,	,	PUNCT
cblr-1758	137	4	charlie	charlie	PROPN
cblr-1758	137	5	munger	munger	PROPN
cblr-1758	137	6	:	:	PUNCT
cblr-1758	137	7	hft	hft	PROPN
cblr-1758	137	8	is	be	AUX
cblr-1758	137	9	legalized	legalize	VERB
cblr-1758	137	10	front	front	ADV
cblr-1758	137	11	-	-	PUNCT
cblr-1758	137	12	running	running	NOUN
cblr-1758	137	13	,	,	PUNCT
cblr-1758	137	14	barron	barron	PROPN
cblr-1758	137	15	’s	’s	PART
cblr-1758	137	16	(	(	PUNCT
cblr-1758	137	17	may	may	PROPN
cblr-1758	137	18	3	3	NUM
cblr-1758	137	19	,	,	PUNCT
cblr-1758	137	20	2013	2013	NUM
cblr-1758	137	21	,	,	PUNCT
cblr-1758	137	22	1:25	1:25	NUM
cblr-1758	137	23	pm	pm	NOUN
cblr-1758	137	24	)	)	PUNCT
cblr-1758	137	25	,	,	PUNCT
cblr-1758	137	26	http://blogs.barrons.com/stockstowatchtoday/2013/05/03/charlie-mungerhft-is-legalized-front-running/tab/print	http://blogs.barrons.com/stockstowatchtoday/2013/05/03/charlie-mungerhft-is-legalized-front-running/tab/print	NOUN
cblr-1758	137	27	.	.	PUNCT
cblr-1758	138	1	warren	warren	PROPN
cblr-1758	138	2	buffett	buffett	PROPN
cblr-1758	138	3	has	have	AUX
cblr-1758	138	4	stated	state	VERB
cblr-1758	138	5	that	that	SCONJ
cblr-1758	138	6	he	he	PRON
cblr-1758	138	7	agrees	agree	VERB
cblr-1758	138	8	with	with	ADP
cblr-1758	138	9	munger	munger	PROPN
cblr-1758	138	10	’s	’s	PART
cblr-1758	138	11	characterization	characterization	NOUN
cblr-1758	138	12	of	of	ADP
cblr-1758	138	13	hft	hft	PROPN
cblr-1758	138	14	,	,	PUNCT
cblr-1758	138	15	saying	say	VERB
cblr-1758	138	16	that	that	SCONJ
cblr-1758	138	17	hft	hft	PROPN
cblr-1758	138	18	“	"	PUNCT
cblr-1758	138	19	is	be	AUX
cblr-1758	138	20	not	not	PART
cblr-1758	138	21	contributing	contribute	VERB
cblr-1758	138	22	anything	anything	PRON
cblr-1758	138	23	to	to	ADP
cblr-1758	138	24	capitalism	capitalism	NOUN
cblr-1758	138	25	.	.	PUNCT
cblr-1758	138	26	”	"	PUNCT
cblr-1758	139	1	cnbc	cnbc	PROPN
cblr-1758	139	2	excerpts	excerpt	NOUN
cblr-1758	139	3	:	:	PUNCT
cblr-1758	139	4	billionaire	billionaire	NOUN
cblr-1758	139	5	investor	investor	NOUN
cblr-1758	139	6	scopino	scopino	VERB
cblr-1758	139	7	–	–	PUNCT
cblr-1758	139	8	final	final	ADJ
cblr-1758	139	9	no	no	NOUN
cblr-1758	139	10	.	.	PUNCT
cblr-1758	140	1	2:439	2:439	NUM
cblr-1758	140	2	]	]	X
cblr-1758	140	3	the	the	DET
cblr-1758	140	4	second	second	ADJ
cblr-1758	140	5	machine	machine	NOUN
cblr-1758	140	6	age	age	NOUN
cblr-1758	140	7	449	449	NUM
cblr-1758	140	8	contribute	contribute	VERB
cblr-1758	140	9	to	to	ADP
cblr-1758	140	10	the	the	DET
cblr-1758	140	11	public	public	ADJ
cblr-1758	140	12	impression	impression	NOUN
cblr-1758	140	13	that	that	SCONJ
cblr-1758	140	14	the	the	DET
cblr-1758	140	15	super	super	NOUN
cblr-1758	140	16	-	-	ADJ
cblr-1758	140	17	fast	fast	ADJ
cblr-1758	140	18	,	,	PUNCT
cblr-1758	140	19	highly	highly	ADV
cblr-1758	140	20	automated	automate	VERB
cblr-1758	140	21	markets	market	NOUN
cblr-1758	140	22	lack	lack	VERB
cblr-1758	140	23	a	a	DET
cblr-1758	140	24	moral	moral	ADJ
cblr-1758	140	25	compass.28	compass.28	NOUN
cblr-1758	140	26	further	far	ADV
cblr-1758	140	27	harming	harm	VERB
cblr-1758	140	28	the	the	DET
cblr-1758	140	29	reputation	reputation	NOUN
cblr-1758	140	30	of	of	ADP
cblr-1758	140	31	the	the	DET
cblr-1758	140	32	financial	financial	ADJ
cblr-1758	140	33	markets	market	NOUN
cblr-1758	140	34	,	,	PUNCT
cblr-1758	140	35	and	and	CCONJ
cblr-1758	140	36	highspeed	highspeed	NOUN
cblr-1758	140	37	trading	trading	NOUN
cblr-1758	140	38	in	in	ADP
cblr-1758	140	39	particular	particular	ADJ
cblr-1758	140	40	,	,	PUNCT
cblr-1758	140	41	were	be	AUX
cblr-1758	140	42	several	several	ADJ
cblr-1758	140	43	well	well	ADV
cblr-1758	140	44	-	-	PUNCT
cblr-1758	140	45	publicized	publicize	VERB
cblr-1758	140	46	“	"	PUNCT
cblr-1758	140	47	malfunctions	malfunction	NOUN
cblr-1758	140	48	in	in	ADP
cblr-1758	140	49	ats	ats	PROPN
cblr-1758	140	50	and	and	CCONJ
cblr-1758	140	51	trading	trading	NOUN
cblr-1758	140	52	platform	platform	NOUN
cblr-1758	140	53	systems	system	NOUN
cblr-1758	140	54	,	,	PUNCT
cblr-1758	140	55	in	in	ADP
cblr-1758	140	56	both	both	PRON
cblr-1758	140	57	derivatives	derivative	NOUN
cblr-1758	140	58	and	and	CCONJ
cblr-1758	140	59	securities	security	NOUN
cblr-1758	140	60	markets	market	NOUN
cblr-1758	140	61	.	.	PUNCT
cblr-1758	141	1	”29	”29	AUX
cblr-1758	141	2	in	in	ADP
cblr-1758	141	3	one	one	NUM
cblr-1758	141	4	such	such	ADJ
cblr-1758	141	5	example	example	NOUN
cblr-1758	141	6	,	,	PUNCT
cblr-1758	141	7	the	the	DET
cblr-1758	141	8	may	may	PROPN
cblr-1758	141	9	6	6	NUM
cblr-1758	141	10	,	,	PUNCT
cblr-1758	141	11	2010	2010	NUM
cblr-1758	141	12	“	"	PUNCT
cblr-1758	141	13	flash	flash	NOUN
cblr-1758	141	14	crash	crash	NOUN
cblr-1758	141	15	,	,	PUNCT
cblr-1758	141	16	”	"	PUNCT
cblr-1758	141	17	a	a	DET
cblr-1758	141	18	trader	trader	NOUN
cblr-1758	141	19	used	use	VERB
cblr-1758	141	20	an	an	DET
cblr-1758	141	21	automated	automate	VERB
cblr-1758	141	22	algorithm	algorithm	NOUN
cblr-1758	141	23	and	and	CCONJ
cblr-1758	141	24	sold	sell	VERB
cblr-1758	141	25	$	$	SYM
cblr-1758	141	26	4.1	4.1	NUM
cblr-1758	141	27	billion	billion	NUM
cblr-1758	141	28	worth	worth	NOUN
cblr-1758	141	29	of	of	ADP
cblr-1758	141	30	s&p	s&p	PROPN
cblr-1758	141	31	500	500	NUM
cblr-1758	141	32	e	e	NOUN
cblr-1758	141	33	-	-	ADJ
cblr-1758	141	34	mini	mini	ADJ
cblr-1758	141	35	futures	future	NOUN
cblr-1758	141	36	contracts	contract	NOUN
cblr-1758	141	37	in	in	ADP
cblr-1758	141	38	a	a	DET
cblr-1758	141	39	short	short	ADJ
cblr-1758	141	40	amount	amount	NOUN
cblr-1758	141	41	of	of	ADP
cblr-1758	141	42	time	time	NOUN
cblr-1758	141	43	,	,	PUNCT
cblr-1758	141	44	triggering	trigger	VERB
cblr-1758	141	45	a	a	DET
cblr-1758	141	46	rapid	rapid	ADJ
cblr-1758	141	47	decline	decline	NOUN
cblr-1758	141	48	,	,	PUNCT
cblr-1758	141	49	and	and	CCONJ
cblr-1758	141	50	subsequent	subsequent	ADJ
cblr-1758	141	51	recovery	recovery	NOUN
cblr-1758	141	52	,	,	PUNCT
cblr-1758	141	53	in	in	ADP
cblr-1758	141	54	the	the	DET
cblr-1758	141	55	futures	future	NOUN
cblr-1758	141	56	and	and	CCONJ
cblr-1758	141	57	securities	security	NOUN
cblr-1758	141	58	markets	market	NOUN
cblr-1758	141	59	that	that	PRON
cblr-1758	141	60	day.30	day.30	VERB
cblr-1758	141	61	the	the	DET
cblr-1758	141	62	problematic	problematic	ADJ
cblr-1758	141	63	algorithm	algorithm	NOUN
cblr-1758	141	64	,	,	PUNCT
cblr-1758	141	65	among	among	ADP
cblr-1758	141	66	other	other	ADJ
cblr-1758	141	67	things	thing	NOUN
cblr-1758	141	68	,	,	PUNCT
cblr-1758	141	69	sold	sell	VERB
cblr-1758	141	70	futures	future	NOUN
cblr-1758	141	71	contracts	contract	NOUN
cblr-1758	141	72	without	without	ADP
cblr-1758	141	73	taking	take	VERB
cblr-1758	141	74	price	price	NOUN
cblr-1758	141	75	or	or	CCONJ
cblr-1758	141	76	time	time	NOUN
cblr-1758	141	77	into	into	ADP
cblr-1758	141	78	account	account	NOUN
cblr-1758	141	79	,	,	PUNCT
cblr-1758	141	80	such	such	ADJ
cblr-1758	141	81	that	that	SCONJ
cblr-1758	141	82	the	the	DET
cblr-1758	141	83	algorithm	algorithm	NOUN
cblr-1758	141	84	continued	continue	VERB
cblr-1758	141	85	placing	place	VERB
cblr-1758	141	86	orders	order	NOUN
cblr-1758	141	87	even	even	ADV
cblr-1758	141	88	as	as	SCONJ
cblr-1758	141	89	prices	price	NOUN
cblr-1758	141	90	dropped	drop	VERB
cblr-1758	141	91	substantially.31	substantially.31	NOUN
cblr-1758	141	92	but	but	CCONJ
cblr-1758	141	93	the	the	DET
cblr-1758	141	94	remarkable	remarkable	ADJ
cblr-1758	141	95	speed	speed	NOUN
cblr-1758	141	96	at	at	ADP
cblr-1758	141	97	which	which	PRON
cblr-1758	141	98	financial	financial	ADJ
cblr-1758	141	99	markets	market	NOUN
cblr-1758	141	100	now	now	ADV
cblr-1758	141	101	move	move	VERB
cblr-1758	141	102	is	be	AUX
cblr-1758	141	103	only	only	ADV
cblr-1758	141	104	a	a	DET
cblr-1758	141	105	small	small	ADJ
cblr-1758	141	106	part	part	NOUN
cblr-1758	141	107	of	of	ADP
cblr-1758	141	108	the	the	DET
cblr-1758	141	109	story	story	NOUN
cblr-1758	141	110	about	about	ADP
cblr-1758	141	111	how	how	SCONJ
cblr-1758	141	112	technological	technological	ADJ
cblr-1758	141	113	advances	advance	NOUN
cblr-1758	141	114	are	be	AUX
cblr-1758	141	115	changing	change	VERB
cblr-1758	141	116	—	—	PUNCT
cblr-1758	141	117	and	and	CCONJ
cblr-1758	141	118	will	will	AUX
cblr-1758	141	119	continue	continue	VERB
cblr-1758	141	120	to	to	ADP
cblr-1758	141	121	warren	warren	PROPN
cblr-1758	141	122	buffett	buffett	PROPN
cblr-1758	141	123	sits	sit	VERB
cblr-1758	141	124	down	down	ADP
cblr-1758	141	125	with	with	ADP
cblr-1758	141	126	cnbc	cnbc	PROPN
cblr-1758	141	127	’s	’s	PART
cblr-1758	141	128	becky	becky	PROPN
cblr-1758	141	129	quick	quick	ADJ
cblr-1758	141	130	on	on	ADP
cblr-1758	141	131	“	"	PUNCT
cblr-1758	141	132	squawk	squawk	NOUN
cblr-1758	141	133	box	box	NOUN
cblr-1758	141	134	”	"	PUNCT
cblr-1758	141	135	today	today	NOUN
cblr-1758	141	136	,	,	PUNCT
cblr-1758	141	137	cnbc	cnbc	PROPN
cblr-1758	141	138	(	(	PUNCT
cblr-1758	141	139	may	may	PROPN
cblr-1758	141	140	6	6	NUM
cblr-1758	141	141	,	,	PUNCT
cblr-1758	141	142	2013	2013	NUM
cblr-1758	141	143	,	,	PUNCT
cblr-1758	141	144	11:38	11:38	NUM
cblr-1758	141	145	am	am	NOUN
cblr-1758	141	146	)	)	PUNCT
cblr-1758	141	147	,	,	PUNCT
cblr-1758	141	148	http://www.cnbc.com/	http://www.cnbc.com/	PROPN
cblr-1758	141	149	id/100711480	id/100711480	PROPN
cblr-1758	141	150	,	,	PUNCT
cblr-1758	141	151	archived	archive	VERB
cblr-1758	141	152	at	at	ADP
cblr-1758	141	153	http://perma.cc/d4b9-wgfx	http://perma.cc/d4b9-wgfx	NOUN
cblr-1758	141	154	.	.	PUNCT
cblr-1758	142	1	28	28	NUM
cblr-1758	143	1	sec	sec	PROPN
cblr-1758	143	2	commissioner	commissioner	NOUN
cblr-1758	143	3	daniel	daniel	PROPN
cblr-1758	143	4	gallagher	gallagher	PROPN
cblr-1758	143	5	stated	state	VERB
cblr-1758	143	6	,	,	PUNCT
cblr-1758	143	7	“	"	PUNCT
cblr-1758	143	8	the	the	DET
cblr-1758	143	9	problem	problem	NOUN
cblr-1758	143	10	with	with	ADP
cblr-1758	143	11	high	high	ADJ
cblr-1758	143	12	-	-	PUNCT
cblr-1758	143	13	frequency	frequency	NOUN
cblr-1758	143	14	trading	trading	NOUN
cblr-1758	143	15	right	right	ADV
cblr-1758	143	16	now	now	ADV
cblr-1758	143	17	is	be	AUX
cblr-1758	143	18	that	that	SCONJ
cblr-1758	143	19	there	there	PRON
cblr-1758	143	20	’s	’	VERB
cblr-1758	143	21	a	a	DET
cblr-1758	143	22	perception	perception	NOUN
cblr-1758	143	23	that	that	SCONJ
cblr-1758	143	24	for	for	ADP
cblr-1758	143	25	the	the	DET
cblr-1758	143	26	little	little	ADJ
cblr-1758	143	27	guy	guy	NOUN
cblr-1758	143	28	,	,	PUNCT
cblr-1758	143	29	the	the	DET
cblr-1758	143	30	markets	market	NOUN
cblr-1758	143	31	are	be	AUX
cblr-1758	143	32	n’t	not	PART
cblr-1758	143	33	fair	fair	ADJ
cblr-1758	143	34	.	.	PUNCT
cblr-1758	143	35	.	.	PUNCT
cblr-1758	143	36	.	.	PUNCT
cblr-1758	143	37	.	.	PUNCT
cblr-1758	144	1	that	that	DET
cblr-1758	144	2	perception	perception	NOUN
cblr-1758	144	3	to	to	ADP
cblr-1758	144	4	me	i	PRON
cblr-1758	144	5	is	be	AUX
cblr-1758	144	6	a	a	DET
cblr-1758	144	7	reality	reality	NOUN
cblr-1758	144	8	.	.	PUNCT
cblr-1758	145	1	it	it	PRON
cblr-1758	145	2	’s	’	VERB
cblr-1758	145	3	something	something	PRON
cblr-1758	145	4	we	we	PRON
cblr-1758	145	5	need	need	VERB
cblr-1758	145	6	to	to	PART
cblr-1758	145	7	address	address	VERB
cblr-1758	145	8	.	.	PUNCT
cblr-1758	145	9	”	"	PUNCT
cblr-1758	146	1	nick	nick	PROPN
cblr-1758	146	2	baker	baker	PROPN
cblr-1758	146	3	&	&	CCONJ
cblr-1758	146	4	sam	sam	PROPN
cblr-1758	146	5	mamudi	mamudi	PROPN
cblr-1758	146	6	,	,	PUNCT
cblr-1758	146	7	highspeed	highspeed	ADJ
cblr-1758	146	8	traders	trader	NOUN
cblr-1758	146	9	rip	rip	VERB
cblr-1758	146	10	investors	investor	NOUN
cblr-1758	146	11	off	off	ADP
cblr-1758	146	12	,	,	PUNCT
cblr-1758	146	13	michael	michael	PROPN
cblr-1758	146	14	lewis	lewis	PROPN
cblr-1758	146	15	says	say	VERB
cblr-1758	146	16	,	,	PUNCT
cblr-1758	146	17	bloomberg	bloomberg	PROPN
cblr-1758	146	18	(	(	PUNCT
cblr-1758	146	19	mar	mar	PROPN
cblr-1758	146	20	.	.	PROPN
cblr-1758	146	21	30	30	NUM
cblr-1758	146	22	,	,	PUNCT
cblr-1758	146	23	2014	2014	NUM
cblr-1758	146	24	,	,	PUNCT
cblr-1758	146	25	8:09	8:09	NUM
cblr-1758	146	26	pm	pm	NOUN
cblr-1758	146	27	)	)	PUNCT
cblr-1758	146	28	,	,	PUNCT
cblr-1758	146	29	http://www.bloomberg.com/news/articles/2014-0330/high-frequency-traders-ripping-off-investors-michael-lewis-says	http://www.bloomberg.com/news/articles/2014-0330/high-frequency-traders-ripping-off-investors-michael-lewis-say	NOUN
cblr-1758	146	30	,	,	PUNCT
cblr-1758	146	31	archived	archive	VERB
cblr-1758	146	32	at	at	ADP
cblr-1758	146	33	http://perma.cc/4cx2-chdp	http://perma.cc/4cx2-chdp	NOUN
cblr-1758	146	34	.	.	PUNCT
cblr-1758	147	1	see	see	VERB
cblr-1758	147	2	also	also	ADV
cblr-1758	147	3	tom	tom	PROPN
cblr-1758	147	4	petruno	petruno	PROPN
cblr-1758	147	5	,	,	PUNCT
cblr-1758	147	6	investors	investor	NOUN
cblr-1758	147	7	protest	protest	VERB
cblr-1758	147	8	as	as	ADP
cblr-1758	147	9	well––by	well––by	PROPN
cblr-1758	147	10	leaving	leaving	NOUN
cblr-1758	147	11	,	,	PUNCT
cblr-1758	147	12	l.a	l.a	PROPN
cblr-1758	147	13	.	.	PROPN
cblr-1758	147	14	times	times	PROPN
cblr-1758	147	15	,	,	PUNCT
cblr-1758	147	16	oct	oct	PROPN
cblr-1758	147	17	.	.	PROPN
cblr-1758	147	18	15	15	NUM
cblr-1758	147	19	,	,	PUNCT
cblr-1758	147	20	2011	2011	NUM
cblr-1758	147	21	,	,	PUNCT
cblr-1758	147	22	at	at	ADP
cblr-1758	147	23	b1	b1	NOUN
cblr-1758	147	24	(	(	PUNCT
cblr-1758	147	25	“	"	PUNCT
cblr-1758	147	26	but	but	CCONJ
cblr-1758	147	27	for	for	ADP
cblr-1758	147	28	many	many	ADJ
cblr-1758	147	29	americans	americans	PROPN
cblr-1758	147	30	,	,	PUNCT
cblr-1758	147	31	the	the	DET
cblr-1758	147	32	market	market	NOUN
cblr-1758	147	33	.	.	PUNCT
cblr-1758	147	34	.	.	PUNCT
cblr-1758	148	1	.	.	PUNCT
cblr-1758	149	1	has	have	AUX
cblr-1758	149	2	become	become	VERB
cblr-1758	149	3	more	more	ADJ
cblr-1758	149	4	a	a	DET
cblr-1758	149	5	symbol	symbol	NOUN
cblr-1758	149	6	of	of	ADP
cblr-1758	149	7	fear	fear	NOUN
cblr-1758	149	8	than	than	ADP
cblr-1758	149	9	greed	greed	NOUN
cblr-1758	149	10	:	:	PUNCT
cblr-1758	149	11	fear	fear	NOUN
cblr-1758	149	12	of	of	ADP
cblr-1758	149	13	more	more	ADJ
cblr-1758	149	14	losses	loss	NOUN
cblr-1758	149	15	,	,	PUNCT
cblr-1758	149	16	.	.	PUNCT
cblr-1758	149	17	.	.	PUNCT
cblr-1758	150	1	.	.	PUNCT
cblr-1758	151	1	and	and	CCONJ
cblr-1758	151	2	fear	fear	VERB
cblr-1758	151	3	that	that	SCONJ
cblr-1758	151	4	stock	stock	NOUN
cblr-1758	151	5	trading	trading	NOUN
cblr-1758	151	6	is	be	AUX
cblr-1758	151	7	mostly	mostly	ADV
cblr-1758	151	8	controlled	control	VERB
cblr-1758	151	9	by	by	ADP
cblr-1758	151	10	computer	computer	NOUN
cblr-1758	151	11	algorithms	algorithm	NOUN
cblr-1758	151	12	,	,	PUNCT
cblr-1758	151	13	not	not	PART
cblr-1758	151	14	by	by	ADP
cblr-1758	151	15	any	any	DET
cblr-1758	151	16	semblance	semblance	NOUN
cblr-1758	151	17	of	of	ADP
cblr-1758	151	18	rational	rational	ADJ
cblr-1758	151	19	human	human	ADJ
cblr-1758	151	20	thought	thought	NOUN
cblr-1758	151	21	.	.	PUNCT
cblr-1758	151	22	”	"	PUNCT
cblr-1758	151	23	)	)	PUNCT
cblr-1758	151	24	.	.	PUNCT
cblr-1758	152	1	29	29	NUM
cblr-1758	152	2	concept	concept	NOUN
cblr-1758	152	3	release	release	NOUN
cblr-1758	152	4	on	on	ADP
cblr-1758	152	5	risk	risk	NOUN
cblr-1758	152	6	controls	control	NOUN
cblr-1758	152	7	and	and	CCONJ
cblr-1758	152	8	system	system	NOUN
cblr-1758	152	9	safeguards	safeguard	NOUN
cblr-1758	152	10	for	for	ADP
cblr-1758	152	11	automated	automate	VERB
cblr-1758	152	12	trading	trading	NOUN
cblr-1758	152	13	environments	environment	NOUN
cblr-1758	152	14	,	,	PUNCT
cblr-1758	152	15	78	78	NUM
cblr-1758	152	16	fed	feed	VERB
cblr-1758	152	17	.	.	PUNCT
cblr-1758	153	1	reg	reg	PROPN
cblr-1758	153	2	.	.	PUNCT
cblr-1758	154	1	at	at	ADP
cblr-1758	154	2	56,548	56,548	NUM
cblr-1758	154	3	(	(	PUNCT
cblr-1758	154	4	stating	state	VERB
cblr-1758	154	5	that	that	SCONJ
cblr-1758	154	6	the	the	DET
cblr-1758	154	7	malfunctions	malfunction	NOUN
cblr-1758	154	8	“	"	PUNCT
cblr-1758	154	9	illustrate	illustrate	VERB
cblr-1758	154	10	the	the	DET
cblr-1758	154	11	technological	technological	ADJ
cblr-1758	154	12	and	and	CCONJ
cblr-1758	154	13	operational	operational	ADJ
cblr-1758	154	14	vulnerabilities	vulnerability	NOUN
cblr-1758	154	15	inherent	inherent	ADJ
cblr-1758	154	16	to	to	ADP
cblr-1758	154	17	automated	automate	VERB
cblr-1758	154	18	trading	trading	NOUN
cblr-1758	154	19	environments	environment	NOUN
cblr-1758	154	20	”	"	PUNCT
cblr-1758	154	21	)	)	PUNCT
cblr-1758	154	22	.	.	PUNCT
cblr-1758	155	1	30	30	NUM
cblr-1758	155	2	concept	concept	NOUN
cblr-1758	155	3	release	release	NOUN
cblr-1758	155	4	on	on	ADP
cblr-1758	155	5	risk	risk	NOUN
cblr-1758	155	6	controls	control	NOUN
cblr-1758	155	7	and	and	CCONJ
cblr-1758	155	8	system	system	NOUN
cblr-1758	155	9	safeguards	safeguard	NOUN
cblr-1758	155	10	for	for	ADP
cblr-1758	155	11	automated	automate	VERB
cblr-1758	155	12	trading	trading	NOUN
cblr-1758	155	13	environments	environment	NOUN
cblr-1758	155	14	,	,	PUNCT
cblr-1758	155	15	78	78	NUM
cblr-1758	155	16	fed	feed	VERB
cblr-1758	155	17	.	.	PUNCT
cblr-1758	156	1	reg	reg	PROPN
cblr-1758	156	2	.	.	PUNCT
cblr-1758	157	1	at	at	ADP
cblr-1758	157	2	56,547	56,547	NUM
cblr-1758	157	3	.	.	PUNCT
cblr-1758	158	1	31	31	NUM
cblr-1758	159	1	i	i	PRON
cblr-1758	159	2	d.	d.	PROPN
cblr-1758	159	3	see	see	VERB
cblr-1758	159	4	also	also	ADV
cblr-1758	159	5	nathaniel	nathaniel	PROPN
cblr-1758	159	6	popper	popper	PROPN
cblr-1758	159	7	,	,	PUNCT
cblr-1758	159	8	in	in	ADP
cblr-1758	159	9	search	search	NOUN
cblr-1758	159	10	of	of	ADP
cblr-1758	159	11	a	a	DET
cblr-1758	159	12	market	market	NOUN
cblr-1758	159	13	speed	speed	NOUN
cblr-1758	159	14	limit	limit	NOUN
cblr-1758	159	15	,	,	PUNCT
cblr-1758	159	16	n.y	n.y	PROPN
cblr-1758	159	17	.	.	PROPN
cblr-1758	159	18	times	times	PROPN
cblr-1758	159	19	,	,	PUNCT
cblr-1758	159	20	sept	sept	PROPN
cblr-1758	159	21	.	.	PROPN
cblr-1758	159	22	9	9	NUM
cblr-1758	159	23	,	,	PUNCT
cblr-1758	159	24	2012	2012	NUM
cblr-1758	159	25	,	,	PUNCT
cblr-1758	159	26	at	at	ADP
cblr-1758	159	27	bu1	bu1	NOUN
cblr-1758	159	28	.	.	PUNCT
cblr-1758	160	1	scopino	scopino	ADJ
cblr-1758	160	2	–	–	PUNCT
cblr-1758	160	3	final	final	ADJ
cblr-1758	160	4	450	450	NUM
cblr-1758	160	5	columbia	columbia	PROPN
cblr-1758	160	6	business	business	NOUN
cblr-1758	160	7	law	law	NOUN
cblr-1758	160	8	review	review	NOUN
cblr-1758	160	9	[	[	X
cblr-1758	160	10	vol	vol	NOUN
cblr-1758	160	11	.	.	NOUN
cblr-1758	160	12	2015	2015	NUM
cblr-1758	160	13	change	change	NOUN
cblr-1758	160	14	—	—	PUNCT
cblr-1758	160	15	our	our	PRON
cblr-1758	160	16	lives	life	NOUN
cblr-1758	160	17	.	.	PUNCT
cblr-1758	161	1	according	accord	VERB
cblr-1758	161	2	to	to	ADP
cblr-1758	161	3	erik	erik	PROPN
cblr-1758	161	4	brynjolfsson	brynjolfsson	PROPN
cblr-1758	161	5	and	and	CCONJ
cblr-1758	161	6	andrew	andrew	PROPN
cblr-1758	161	7	mcafee	mcafee	PROPN
cblr-1758	161	8	,	,	PUNCT
cblr-1758	161	9	director	director	NOUN
cblr-1758	161	10	and	and	CCONJ
cblr-1758	161	11	associate	associate	ADJ
cblr-1758	161	12	director	director	NOUN
cblr-1758	161	13	of	of	ADP
cblr-1758	161	14	the	the	DET
cblr-1758	161	15	massachusetts	massachusetts	PROPN
cblr-1758	161	16	institute	institute	PROPN
cblr-1758	161	17	of	of	ADP
cblr-1758	161	18	technology	technology	PROPN
cblr-1758	161	19	’s	’s	PART
cblr-1758	161	20	center	center	NOUN
cblr-1758	161	21	for	for	ADP
cblr-1758	161	22	digital	digital	ADJ
cblr-1758	161	23	business	business	NOUN
cblr-1758	161	24	,	,	PUNCT
cblr-1758	161	25	respectively	respectively	ADV
cblr-1758	161	26	,	,	PUNCT
cblr-1758	161	27	the	the	DET
cblr-1758	161	28	world	world	NOUN
cblr-1758	161	29	is	be	AUX
cblr-1758	161	30	entering	enter	VERB
cblr-1758	161	31	the	the	DET
cblr-1758	161	32	second	second	ADJ
cblr-1758	161	33	machine	machine	NOUN
cblr-1758	161	34	age	age	NOUN
cblr-1758	161	35	,	,	PUNCT
cblr-1758	161	36	which	which	PRON
cblr-1758	161	37	they	they	PRON
cblr-1758	161	38	claim	claim	VERB
cblr-1758	161	39	will	will	AUX
cblr-1758	161	40	revolutionize	revolutionize	VERB
cblr-1758	161	41	the	the	DET
cblr-1758	161	42	way	way	NOUN
cblr-1758	161	43	humans	human	NOUN
cblr-1758	161	44	live	live	VERB
cblr-1758	161	45	and	and	CCONJ
cblr-1758	161	46	work	work	VERB
cblr-1758	161	47	thanks	thank	NOUN
cblr-1758	161	48	to	to	ADP
cblr-1758	161	49	,	,	PUNCT
cblr-1758	161	50	among	among	ADP
cblr-1758	161	51	other	other	ADJ
cblr-1758	161	52	things	thing	NOUN
cblr-1758	161	53	,	,	PUNCT
cblr-1758	161	54	the	the	DET
cblr-1758	161	55	use	use	NOUN
cblr-1758	161	56	of	of	ADP
cblr-1758	161	57	highly	highly	ADV
cblr-1758	161	58	-	-	PUNCT
cblr-1758	161	59	functional	functional	ADJ
cblr-1758	161	60	automated	automate	VERB
cblr-1758	161	61	robots	robot	NOUN
cblr-1758	161	62	in	in	ADP
cblr-1758	161	63	practically	practically	ADV
cblr-1758	161	64	all	all	DET
cblr-1758	161	65	aspects	aspect	NOUN
cblr-1758	161	66	of	of	ADP
cblr-1758	161	67	society.32	society.32	PROPN
cblr-1758	161	68	brynjolfsson	brynjolfsson	NOUN
cblr-1758	161	69	and	and	CCONJ
cblr-1758	161	70	mcafee	mcafee	NOUN
cblr-1758	161	71	argue	argue	VERB
cblr-1758	161	72	that	that	SCONJ
cblr-1758	161	73	humankind	humankind	NOUN
cblr-1758	161	74	,	,	PUNCT
cblr-1758	161	75	having	having	AUX
cblr-1758	161	76	exited	exit	VERB
cblr-1758	161	77	the	the	DET
cblr-1758	161	78	first	first	ADJ
cblr-1758	161	79	machine	machine	NOUN
cblr-1758	161	80	age	age	NOUN
cblr-1758	161	81	of	of	ADP
cblr-1758	161	82	the	the	DET
cblr-1758	161	83	industrial	industrial	ADJ
cblr-1758	161	84	revolution	revolution	NOUN
cblr-1758	161	85	,	,	PUNCT
cblr-1758	161	86	has	have	AUX
cblr-1758	161	87	arrived	arrive	VERB
cblr-1758	161	88	at	at	ADP
cblr-1758	161	89	the	the	DET
cblr-1758	161	90	second	second	ADJ
cblr-1758	161	91	machine	machine	NOUN
cblr-1758	161	92	age	age	NOUN
cblr-1758	161	93	now	now	ADV
cblr-1758	161	94	that	that	DET
cblr-1758	161	95	technology	technology	NOUN
cblr-1758	161	96	has	have	AUX
cblr-1758	161	97	advanced	advance	VERB
cblr-1758	161	98	to	to	ADP
cblr-1758	161	99	a	a	DET
cblr-1758	161	100	point	point	NOUN
cblr-1758	161	101	where	where	SCONJ
cblr-1758	161	102	computer	computer	NOUN
cblr-1758	161	103	and	and	CCONJ
cblr-1758	161	104	software	software	NOUN
cblr-1758	161	105	programs	program	NOUN
cblr-1758	161	106	exhibit	exhibit	VERB
cblr-1758	161	107	capabilities	capability	NOUN
cblr-1758	161	108	once	once	ADV
cblr-1758	161	109	believed	believe	VERB
cblr-1758	161	110	impossible	impossible	ADJ
cblr-1758	161	111	,	,	PUNCT
cblr-1758	161	112	and	and	CCONJ
cblr-1758	161	113	at	at	ADP
cblr-1758	161	114	a	a	DET
cblr-1758	161	115	cost	cost	NOUN
cblr-1758	161	116	that	that	PRON
cblr-1758	161	117	makes	make	VERB
cblr-1758	161	118	those	those	DET
cblr-1758	161	119	advances	advance	NOUN
cblr-1758	161	120	sufficiently	sufficiently	ADV
cblr-1758	161	121	affordable	affordable	ADJ
cblr-1758	161	122	for	for	ADP
cblr-1758	161	123	mass	mass	ADJ
cblr-1758	161	124	-	-	PUNCT
cblr-1758	161	125	market	market	NOUN
cblr-1758	161	126	implementation.33	implementation.33	NOUN
cblr-1758	161	127	in	in	ADP
cblr-1758	161	128	december	december	PROPN
cblr-1758	161	129	2014	2014	NUM
cblr-1758	161	130	,	,	PUNCT
cblr-1758	161	131	a	a	DET
cblr-1758	161	132	new	new	PROPN
cblr-1758	161	133	york	york	PROPN
cblr-1758	161	134	times	times	PROPN
cblr-1758	161	135	article	article	NOUN
cblr-1758	161	136	observed	observe	VERB
cblr-1758	161	137	that	that	SCONJ
cblr-1758	161	138	“	"	PUNCT
cblr-1758	161	139	[	[	X
cblr-1758	161	140	a]rtificial	a]rtificial	ADJ
cblr-1758	161	141	intelligence	intelligence	NOUN
cblr-1758	161	142	has	have	AUX
cblr-1758	161	143	become	become	VERB
cblr-1758	161	144	vastly	vastly	ADV
cblr-1758	161	145	more	more	ADV
cblr-1758	161	146	sophisticated	sophisticated	ADJ
cblr-1758	161	147	in	in	ADP
cblr-1758	161	148	a	a	DET
cblr-1758	161	149	short	short	ADJ
cblr-1758	161	150	time	time	NOUN
cblr-1758	161	151	,	,	PUNCT
cblr-1758	161	152	with	with	ADP
cblr-1758	161	153	machines	machine	NOUN
cblr-1758	161	154	now	now	ADV
cblr-1758	161	155	able	able	ADJ
cblr-1758	161	156	to	to	PART
cblr-1758	161	157	learn	learn	VERB
cblr-1758	161	158	,	,	PUNCT
cblr-1758	161	159	not	not	PART
cblr-1758	161	160	just	just	ADV
cblr-1758	161	161	follow	follow	VERB
cblr-1758	161	162	programmed	program	VERB
cblr-1758	161	163	instructions	instruction	NOUN
cblr-1758	161	164	,	,	PUNCT
cblr-1758	161	165	and	and	CCONJ
cblr-1758	161	166	to	to	PART
cblr-1758	161	167	respond	respond	VERB
cblr-1758	161	168	to	to	ADP
cblr-1758	161	169	human	human	ADJ
cblr-1758	161	170	32	32	NUM
cblr-1758	161	171	andrew	andrew	PROPN
cblr-1758	161	172	mcafee	mcafee	NOUN
cblr-1758	161	173	,	,	PUNCT
cblr-1758	161	174	we	we	PRON
cblr-1758	161	175	’re	’re	AUX
cblr-1758	161	176	living	live	VERB
cblr-1758	161	177	through	through	ADP
cblr-1758	161	178	a	a	DET
cblr-1758	161	179	new	new	ADJ
cblr-1758	161	180	industrial	industrial	ADJ
cblr-1758	161	181	revolution	revolution	NOUN
cblr-1758	161	182	,	,	PUNCT
cblr-1758	161	183	fin	fin	NOUN
cblr-1758	161	184	.	.	PUNCT
cblr-1758	162	1	times	times	PROPN
cblr-1758	162	2	(	(	PUNCT
cblr-1758	162	3	oct	oct	PROPN
cblr-1758	162	4	.	.	PROPN
cblr-1758	162	5	16	16	NUM
cblr-1758	162	6	,	,	PUNCT
cblr-1758	162	7	2014	2014	NUM
cblr-1758	162	8	)	)	PUNCT
cblr-1758	162	9	,	,	PUNCT
cblr-1758	162	10	http://blogs.ft.com/andrewmcafee/2014/10/16/were-living-through-a-new-industrial-revolution	http://blogs.ft.com/andrewmcafee/2014/10/16/were-living-through-a-new-industrial-revolution	PROPN
cblr-1758	162	11	.	.	PUNCT
cblr-1758	163	1	see	see	VERB
cblr-1758	163	2	also	also	ADV
cblr-1758	163	3	brynjolfsson	brynjolfsson	PROPN
cblr-1758	163	4	&	&	CCONJ
cblr-1758	163	5	mcafee	mcafee	PROPN
cblr-1758	163	6	,	,	PUNCT
cblr-1758	163	7	the	the	DET
cblr-1758	163	8	second	second	ADJ
cblr-1758	163	9	machine	machine	NOUN
cblr-1758	163	10	age	age	NOUN
cblr-1758	163	11	,	,	PUNCT
cblr-1758	163	12	supra	supra	PROPN
cblr-1758	163	13	note	note	NOUN
cblr-1758	163	14	8	8	NUM
cblr-1758	163	15	,	,	PUNCT
cblr-1758	163	16	at	at	ADP
cblr-1758	163	17	90	90	NUM
cblr-1758	163	18	(	(	PUNCT
cblr-1758	163	19	“	"	PUNCT
cblr-1758	163	20	[	[	X
cblr-1758	163	21	t]he	t]he	ADV
cblr-1758	163	22	second	second	ADJ
cblr-1758	163	23	machine	machine	NOUN
cblr-1758	163	24	age	age	NOUN
cblr-1758	164	1	[	[	X
cblr-1758	164	2	will	will	AUX
cblr-1758	164	3	feature	feature	VERB
cblr-1758	164	4	]	]	PUNCT
cblr-1758	164	5	sustained	sustain	VERB
cblr-1758	164	6	exponential	exponential	ADJ
cblr-1758	164	7	improvement	improvement	NOUN
cblr-1758	164	8	in	in	ADP
cblr-1758	164	9	most	most	ADJ
cblr-1758	164	10	aspects	aspect	NOUN
cblr-1758	164	11	of	of	ADP
cblr-1758	164	12	computing	computing	NOUN
cblr-1758	164	13	,	,	PUNCT
cblr-1758	164	14	extraordinarily	extraordinarily	ADV
cblr-1758	164	15	large	large	ADJ
cblr-1758	164	16	amounts	amount	NOUN
cblr-1758	164	17	of	of	ADP
cblr-1758	164	18	digitized	digitize	VERB
cblr-1758	164	19	information	information	NOUN
cblr-1758	164	20	,	,	PUNCT
cblr-1758	164	21	and	and	CCONJ
cblr-1758	164	22	recombinant	recombinant	ADJ
cblr-1758	164	23	innovation	innovation	NOUN
cblr-1758	164	24	.	.	PUNCT
cblr-1758	164	25	”	"	PUNCT
cblr-1758	164	26	)	)	PUNCT
cblr-1758	164	27	.	.	PUNCT
cblr-1758	165	1	33	33	NUM
cblr-1758	165	2	brynjolfsson	brynjolfsson	NOUN
cblr-1758	165	3	&	&	CCONJ
cblr-1758	165	4	mcafee	mcafee	PROPN
cblr-1758	165	5	,	,	PUNCT
cblr-1758	165	6	the	the	DET
cblr-1758	165	7	second	second	ADJ
cblr-1758	165	8	machine	machine	NOUN
cblr-1758	165	9	age	age	NOUN
cblr-1758	165	10	,	,	PUNCT
cblr-1758	165	11	supra	supra	PROPN
cblr-1758	165	12	note	note	NOUN
cblr-1758	165	13	8	8	NUM
cblr-1758	165	14	,	,	PUNCT
cblr-1758	165	15	at	at	ADP
cblr-1758	165	16	90–92	90–92	NUM
cblr-1758	165	17	.	.	PUNCT
cblr-1758	166	1	see	see	VERB
cblr-1758	166	2	martin	martin	PROPN
cblr-1758	166	3	wolf	wolf	PROPN
cblr-1758	166	4	,	,	PUNCT
cblr-1758	166	5	if	if	SCONJ
cblr-1758	166	6	robots	robot	NOUN
cblr-1758	166	7	divide	divide	VERB
cblr-1758	166	8	us	we	PRON
cblr-1758	166	9	,	,	PUNCT
cblr-1758	166	10	they	they	PRON
cblr-1758	166	11	will	will	AUX
cblr-1758	166	12	conquer	conquer	VERB
cblr-1758	166	13	,	,	PUNCT
cblr-1758	166	14	fin	fin	PROPN
cblr-1758	166	15	.	.	PUNCT
cblr-1758	167	1	times	times	PROPN
cblr-1758	167	2	(	(	PUNCT
cblr-1758	167	3	feb	feb	PROPN
cblr-1758	167	4	.	.	PROPN
cblr-1758	167	5	4	4	NUM
cblr-1758	167	6	,	,	PUNCT
cblr-1758	167	7	2014	2014	NUM
cblr-1758	167	8	,	,	PUNCT
cblr-1758	167	9	6:57	6:57	NUM
cblr-1758	167	10	pm	pm	NOUN
cblr-1758	167	11	)	)	PUNCT
cblr-1758	167	12	,	,	PUNCT
cblr-1758	167	13	http://www.ft.com/intl/cms/s/e1046e2e-8aae11e3-9465-00144feab7de	http://www.ft.com/intl/cms/s/e1046e2e-8aae11e3-9465-00144feab7de	PROPN
cblr-1758	167	14	(	(	PUNCT
cblr-1758	167	15	reviewing	review	VERB
cblr-1758	167	16	the	the	DET
cblr-1758	167	17	book	book	NOUN
cblr-1758	167	18	,	,	PUNCT
cblr-1758	167	19	the	the	DET
cblr-1758	167	20	second	second	ADJ
cblr-1758	167	21	machine	machine	NOUN
cblr-1758	167	22	age	age	NOUN
cblr-1758	167	23	)	)	PUNCT
cblr-1758	167	24	;	;	PUNCT
cblr-1758	167	25	patrick	patrick	PROPN
cblr-1758	167	26	thibodeau	thibodeau	PROPN
cblr-1758	167	27	,	,	PUNCT
cblr-1758	167	28	one	one	NUM
cblr-1758	167	29	in	in	ADP
cblr-1758	167	30	three	three	NUM
cblr-1758	167	31	jobs	job	NOUN
cblr-1758	167	32	will	will	AUX
cblr-1758	167	33	be	be	AUX
cblr-1758	167	34	taken	take	VERB
cblr-1758	167	35	by	by	ADP
cblr-1758	167	36	software	software	NOUN
cblr-1758	167	37	or	or	CCONJ
cblr-1758	167	38	robots	robot	NOUN
cblr-1758	167	39	by	by	ADP
cblr-1758	167	40	2025	2025	NUM
cblr-1758	167	41	,	,	PUNCT
cblr-1758	167	42	computerworld	computerworld	PROPN
cblr-1758	167	43	(	(	PUNCT
cblr-1758	167	44	oct	oct	PROPN
cblr-1758	167	45	.	.	PROPN
cblr-1758	167	46	7	7	NUM
cblr-1758	167	47	,	,	PUNCT
cblr-1758	167	48	2014	2014	NUM
cblr-1758	167	49	)	)	PUNCT
cblr-1758	167	50	,	,	PUNCT
cblr-1758	167	51	http://www.computer	http://www.computer	NOUN
cblr-1758	167	52	world.com/article/2691607/one-in-three-jobs-will-be-taken-by-software-orrobots-by-2025.html	world.com/article/2691607/one-in-three-jobs-will-be-taken-by-software-orrobots-by-2025.html	PROPN
cblr-1758	167	53	,	,	PUNCT
cblr-1758	167	54	archived	archive	VERB
cblr-1758	167	55	at	at	ADP
cblr-1758	167	56	http://perma.cc/2buf-y6w4	http://perma.cc/2buf-y6w4	PROPN
cblr-1758	167	57	(	(	PUNCT
cblr-1758	167	58	quoting	quote	VERB
cblr-1758	167	59	a	a	DET
cblr-1758	167	60	computer	computer	NOUN
cblr-1758	167	61	expert	expert	NOUN
cblr-1758	167	62	as	as	ADP
cblr-1758	167	63	stating	state	VERB
cblr-1758	167	64	that	that	SCONJ
cblr-1758	167	65	the	the	DET
cblr-1758	167	66	“	"	PUNCT
cblr-1758	167	67	cognitive	cognitive	ADJ
cblr-1758	167	68	capability	capability	NOUN
cblr-1758	167	69	in	in	ADP
cblr-1758	167	70	software	software	NOUN
cblr-1758	167	71	will	will	AUX
cblr-1758	167	72	extend	extend	VERB
cblr-1758	167	73	to	to	ADP
cblr-1758	167	74	.	.	PUNCT
cblr-1758	167	75	.	.	PUNCT
cblr-1758	167	76	.	.	PUNCT
cblr-1758	168	1	financial	financial	ADJ
cblr-1758	168	2	analysis	analysis	NOUN
cblr-1758	168	3	.	.	PUNCT
cblr-1758	168	4	.	.	PUNCT
cblr-1758	168	5	.	.	PUNCT
cblr-1758	169	1	and	and	CCONJ
cblr-1758	169	2	data	data	VERB
cblr-1758	169	3	analytic	analytic	ADJ
cblr-1758	169	4	jobs	job	NOUN
cblr-1758	169	5	of	of	ADP
cblr-1758	169	6	all	all	DET
cblr-1758	169	7	sorts	sort	NOUN
cblr-1758	169	8	”	"	PUNCT
cblr-1758	169	9	)	)	PUNCT
cblr-1758	169	10	.	.	PUNCT
cblr-1758	170	1	see	see	VERB
cblr-1758	170	2	also	also	ADV
cblr-1758	170	3	michael	michael	PROPN
cblr-1758	170	4	dempsey	dempsey	PROPN
cblr-1758	170	5	,	,	PUNCT
cblr-1758	170	6	analytic	analytic	ADJ
cblr-1758	170	7	programs	program	NOUN
cblr-1758	170	8	can	can	AUX
cblr-1758	170	9	learn	learn	VERB
cblr-1758	170	10	to	to	PART
cblr-1758	170	11	make	make	VERB
cblr-1758	170	12	accurate	accurate	ADJ
cblr-1758	170	13	predictions	prediction	NOUN
cblr-1758	170	14	,	,	PUNCT
cblr-1758	170	15	fin	fin	NOUN
cblr-1758	170	16	.	.	PUNCT
cblr-1758	171	1	times	times	PROPN
cblr-1758	171	2	(	(	PUNCT
cblr-1758	171	3	oct	oct	PROPN
cblr-1758	171	4	.	.	PROPN
cblr-1758	171	5	21	21	NUM
cblr-1758	171	6	,	,	PUNCT
cblr-1758	171	7	2014	2014	NUM
cblr-1758	171	8	,	,	PUNCT
cblr-1758	171	9	9:00	9:00	NUM
cblr-1758	171	10	pm	pm	NOUN
cblr-1758	171	11	)	)	PUNCT
cblr-1758	171	12	,	,	PUNCT
cblr-1758	171	13	http://www.ft.com/	http://www.ft.com/	PROPN
cblr-1758	171	14	intl	intl	PROPN
cblr-1758	171	15	/	/	SYM
cblr-1758	171	16	cms	cms	PROPN
cblr-1758	171	17	/	/	SYM
cblr-1758	171	18	s/24ec2706	s/24ec2706	NOUN
cblr-1758	171	19	-	-	NOUN
cblr-1758	171	20	4fb9	4fb9	NUM
cblr-1758	171	21	-	-	PUNCT
cblr-1758	171	22	11e4	11e4	NUM
cblr-1758	171	23	-	-	PUNCT
cblr-1758	171	24	908e-00144feab7de	908e-00144feab7de	NUM
cblr-1758	171	25	(	(	PUNCT
cblr-1758	171	26	“	"	PUNCT
cblr-1758	171	27	so	so	ADV
cblr-1758	171	28	-	-	PUNCT
cblr-1758	171	29	called	call	VERB
cblr-1758	171	30	‘	'	PUNCT
cblr-1758	171	31	machine	machine	NOUN
cblr-1758	171	32	learning	learning	NOUN
cblr-1758	171	33	’	'	PUNCT
cblr-1758	171	34	allows	allow	VERB
cblr-1758	171	35	the	the	DET
cblr-1758	171	36	software	software	NOUN
cblr-1758	171	37	to	to	PART
cblr-1758	171	38	come	come	VERB
cblr-1758	171	39	up	up	ADP
cblr-1758	171	40	with	with	ADP
cblr-1758	171	41	its	its	PRON
cblr-1758	171	42	own	own	ADJ
cblr-1758	171	43	set	set	NOUN
cblr-1758	171	44	of	of	ADP
cblr-1758	171	45	‘	'	PUNCT
cblr-1758	171	46	rules	rule	NOUN
cblr-1758	171	47	’	'	PUNCT
cblr-1758	171	48	,	,	PUNCT
cblr-1758	171	49	directions	direction	VERB
cblr-1758	171	50	the	the	DET
cblr-1758	171	51	software	software	NOUN
cblr-1758	171	52	can	can	AUX
cblr-1758	171	53	follow	follow	VERB
cblr-1758	171	54	.	.	PUNCT
cblr-1758	171	55	.	.	PUNCT
cblr-1758	171	56	.	.	PUNCT
cblr-1758	172	1	.	.	PUNCT
cblr-1758	172	2	”	"	PUNCT
cblr-1758	172	3	)	)	PUNCT
cblr-1758	172	4	.	.	PUNCT
cblr-1758	173	1	scopino	scopino	PROPN
cblr-1758	173	2	–	–	PUNCT
cblr-1758	173	3	final	final	ADJ
cblr-1758	173	4	no	no	NOUN
cblr-1758	173	5	.	.	PUNCT
cblr-1758	174	1	2:439	2:439	NUM
cblr-1758	174	2	]	]	X
cblr-1758	174	3	the	the	DET
cblr-1758	174	4	second	second	ADJ
cblr-1758	174	5	machine	machine	NOUN
cblr-1758	174	6	age	age	NOUN
cblr-1758	174	7	451	451	NUM
cblr-1758	174	8	language	language	NOUN
cblr-1758	174	9	and	and	CCONJ
cblr-1758	174	10	movement	movement	NOUN
cblr-1758	174	11	.	.	PUNCT
cblr-1758	175	1	”34	”34	PUNCT
cblr-1758	176	1	within	within	ADP
cblr-1758	176	2	a	a	DET
cblr-1758	176	3	matter	matter	NOUN
cblr-1758	176	4	of	of	ADP
cblr-1758	176	5	time	time	NOUN
cblr-1758	176	6	,	,	PUNCT
cblr-1758	176	7	computers	computer	NOUN
cblr-1758	176	8	and	and	CCONJ
cblr-1758	176	9	software	software	NOUN
cblr-1758	176	10	programs	program	NOUN
cblr-1758	176	11	will	will	AUX
cblr-1758	176	12	essentially	essentially	ADV
cblr-1758	176	13	act	act	VERB
cblr-1758	176	14	as	as	ADP
cblr-1758	176	15	independent	independent	ADJ
cblr-1758	176	16	,	,	PUNCT
cblr-1758	176	17	autonomous	autonomous	ADJ
cblr-1758	176	18	artificial	artificial	ADJ
cblr-1758	176	19	agents.35	agents.35	NOUN
cblr-1758	176	20	these	these	DET
cblr-1758	176	21	robots	robot	NOUN
cblr-1758	176	22	are	be	AUX
cblr-1758	176	23	expected	expect	VERB
cblr-1758	176	24	to	to	PART
cblr-1758	176	25	displace	displace	VERB
cblr-1758	176	26	whole	whole	ADJ
cblr-1758	176	27	categories	category	NOUN
cblr-1758	176	28	of	of	ADP
cblr-1758	176	29	human	human	ADJ
cblr-1758	176	30	jobs	job	NOUN
cblr-1758	176	31	,	,	PUNCT
cblr-1758	176	32	from	from	ADP
cblr-1758	176	33	pilots	pilot	NOUN
cblr-1758	176	34	and	and	CCONJ
cblr-1758	176	35	taxi	taxi	NOUN
cblr-1758	176	36	drivers	driver	NOUN
cblr-1758	176	37	to	to	ADP
cblr-1758	176	38	many	many	ADJ
cblr-1758	176	39	kinds	kind	NOUN
cblr-1758	176	40	of	of	ADP
cblr-1758	176	41	salespeople	salesperson	NOUN
cblr-1758	176	42	and	and	CCONJ
cblr-1758	176	43	marketers.36	marketers.36	VERB
cblr-1758	176	44	some	some	DET
cblr-1758	176	45	fear	fear	NOUN
cblr-1758	176	46	that	that	SCONJ
cblr-1758	176	47	the	the	DET
cblr-1758	176	48	rise	rise	NOUN
cblr-1758	176	49	of	of	ADP
cblr-1758	176	50	artificially	artificially	ADV
cblr-1758	176	51	intelligent	intelligent	ADJ
cblr-1758	176	52	robots	robot	NOUN
cblr-1758	176	53	could	could	AUX
cblr-1758	176	54	cause	cause	VERB
cblr-1758	176	55	far	far	ADV
cblr-1758	176	56	more	more	ADV
cblr-1758	176	57	serious	serious	ADJ
cblr-1758	176	58	problems	problem	NOUN
cblr-1758	176	59	for	for	ADP
cblr-1758	176	60	humans	human	NOUN
cblr-1758	176	61	.	.	PUNCT
cblr-1758	177	1	astrophysicist	astrophysicist	NOUN
cblr-1758	177	2	stephen	stephen	PROPN
cblr-1758	177	3	hawking	hawking	PROPN
cblr-1758	177	4	,	,	PUNCT
cblr-1758	177	5	paypal	paypal	PROPN
cblr-1758	177	6	co	co	NOUN
cblr-1758	177	7	-	-	NOUN
cblr-1758	177	8	founder	founder	NOUN
cblr-1758	177	9	peter	peter	PROPN
cblr-1758	177	10	thiel	thiel	PROPN
cblr-1758	177	11	,	,	PUNCT
cblr-1758	177	12	and	and	CCONJ
cblr-1758	177	13	others	other	NOUN
cblr-1758	177	14	have	have	AUX
cblr-1758	177	15	warned	warn	VERB
cblr-1758	177	16	that	that	SCONJ
cblr-1758	177	17	artificial	artificial	ADJ
cblr-1758	177	18	intelligence	intelligence	NOUN
cblr-1758	177	19	could	could	AUX
cblr-1758	177	20	prove	prove	VERB
cblr-1758	177	21	dangerous	dangerous	ADJ
cblr-1758	177	22	to	to	ADP
cblr-1758	177	23	humanity	humanity	NOUN
cblr-1758	177	24	“	"	PUNCT
cblr-1758	177	25	in	in	ADP
cblr-1758	177	26	the	the	DET
cblr-1758	177	27	not	not	PART
cblr-1758	177	28	-	-	PUNCT
cblr-1758	177	29	too	too	ADV
cblr-1758	177	30	-	-	PUNCT
cblr-1758	177	31	distant	distant	ADJ
cblr-1758	177	32	future	future	NOUN
cblr-1758	177	33	.	.	PUNCT
cblr-1758	178	1	”37	”37	ADV
cblr-1758	178	2	as	as	ADP
cblr-1758	178	3	such	such	ADJ
cblr-1758	178	4	,	,	PUNCT
cblr-1758	178	5	some	some	DET
cblr-1758	178	6	tech	tech	NOUN
cblr-1758	178	7	companies	company	NOUN
cblr-1758	178	8	have	have	AUX
cblr-1758	178	9	implemented	implement	VERB
cblr-1758	178	10	34	34	NUM
cblr-1758	178	11	cain	cain	PROPN
cblr-1758	178	12	miller	miller	PROPN
cblr-1758	178	13	,	,	PUNCT
cblr-1758	178	14	supra	supra	PROPN
cblr-1758	178	15	note	note	NOUN
cblr-1758	178	16	2	2	NUM
cblr-1758	178	17	.	.	NOUN
cblr-1758	178	18	35	35	NUM
cblr-1758	178	19	leon	leon	PROPN
cblr-1758	178	20	neyfakh	neyfakh	PROPN
cblr-1758	178	21	,	,	PUNCT
cblr-1758	178	22	robots	robot	NOUN
cblr-1758	178	23	on	on	ADP
cblr-1758	178	24	trial	trial	NOUN
cblr-1758	178	25	:	:	PUNCT
cblr-1758	178	26	as	as	SCONJ
cblr-1758	178	27	machines	machine	NOUN
cblr-1758	178	28	get	get	VERB
cblr-1758	178	29	smarter	smart	ADJ
cblr-1758	178	30	—	—	PUNCT
cblr-1758	178	31	and	and	CCONJ
cblr-1758	178	32	sometimes	sometimes	ADV
cblr-1758	178	33	cause	cause	VERB
cblr-1758	178	34	harm	harm	NOUN
cblr-1758	178	35	—	—	PUNCT
cblr-1758	178	36	we’re	we’re	PROPN
cblr-1758	178	37	going	go	VERB
cblr-1758	178	38	to	to	PART
cblr-1758	178	39	need	need	VERB
cblr-1758	178	40	a	a	DET
cblr-1758	178	41	legal	legal	ADJ
cblr-1758	178	42	system	system	NOUN
cblr-1758	178	43	that	that	PRON
cblr-1758	178	44	can	can	AUX
cblr-1758	178	45	handle	handle	VERB
cblr-1758	178	46	them	they	PRON
cblr-1758	178	47	,	,	PUNCT
cblr-1758	178	48	bos	bos	PROPN
cblr-1758	178	49	.	.	PUNCT
cblr-1758	179	1	globe	globe	PROPN
cblr-1758	179	2	,	,	PUNCT
cblr-1758	179	3	mar	mar	PROPN
cblr-1758	179	4	.	.	PROPN
cblr-1758	179	5	3	3	NUM
cblr-1758	179	6	,	,	PUNCT
cblr-1758	179	7	2013	2013	NUM
cblr-1758	179	8	,	,	PUNCT
cblr-1758	179	9	at	at	ADP
cblr-1758	179	10	k1	k1	NOUN
cblr-1758	179	11	.	.	PUNCT
cblr-1758	180	1	“	"	PUNCT
cblr-1758	180	2	and	and	CCONJ
cblr-1758	180	3	when	when	SCONJ
cblr-1758	180	4	these	these	DET
cblr-1758	180	5	machines	machine	NOUN
cblr-1758	180	6	behave	behave	VERB
cblr-1758	180	7	in	in	ADP
cblr-1758	180	8	ways	way	NOUN
cblr-1758	180	9	unpredictable	unpredictable	ADJ
cblr-1758	180	10	to	to	ADP
cblr-1758	180	11	their	their	PRON
cblr-1758	180	12	makers	maker	NOUN
cblr-1758	180	13	,	,	PUNCT
cblr-1758	180	14	it	it	PRON
cblr-1758	180	15	will	will	AUX
cblr-1758	180	16	be	be	AUX
cblr-1758	180	17	unclear	unclear	ADJ
cblr-1758	180	18	who	who	PRON
cblr-1758	180	19	should	should	AUX
cblr-1758	180	20	be	be	AUX
cblr-1758	180	21	held	hold	VERB
cblr-1758	180	22	legally	legally	ADV
cblr-1758	180	23	responsible	responsible	ADJ
cblr-1758	180	24	.	.	PUNCT
cblr-1758	180	25	.	.	PUNCT
cblr-1758	180	26	.	.	PUNCT
cblr-1758	181	1	.	.	PUNCT
cblr-1758	181	2	”	"	PUNCT
cblr-1758	182	1	i	i	PRON
cblr-1758	182	2	d.	d.	PROPN
cblr-1758	182	3	36	36	NUM
cblr-1758	182	4	see	see	VERB
cblr-1758	182	5	i	i	PROPN
cblr-1758	182	6	d.	d.	PROPN
cblr-1758	182	7	;	;	PUNCT
cblr-1758	182	8	tom	tom	PROPN
cblr-1758	182	9	randall	randall	PROPN
cblr-1758	182	10	,	,	PUNCT
cblr-1758	182	11	how	how	SCONJ
cblr-1758	182	12	to	to	PART
cblr-1758	182	13	keep	keep	VERB
cblr-1758	182	14	your	your	PRON
cblr-1758	182	15	job	job	NOUN
cblr-1758	182	16	when	when	SCONJ
cblr-1758	182	17	your	your	PRON
cblr-1758	182	18	boss	boss	NOUN
cblr-1758	182	19	is	be	AUX
cblr-1758	182	20	a	a	DET
cblr-1758	182	21	robot	robot	NOUN
cblr-1758	182	22	,	,	PUNCT
cblr-1758	182	23	bloomberg	bloomberg	PROPN
cblr-1758	182	24	(	(	PUNCT
cblr-1758	182	25	mar	mar	PROPN
cblr-1758	182	26	.	.	PROPN
cblr-1758	182	27	18	18	NUM
cblr-1758	182	28	,	,	PUNCT
cblr-1758	182	29	2014	2014	NUM
cblr-1758	182	30	,	,	PUNCT
cblr-1758	182	31	3:12	3:12	NUM
cblr-1758	182	32	am	am	NOUN
cblr-1758	182	33	)	)	PUNCT
cblr-1758	182	34	,	,	PUNCT
cblr-1758	182	35	http://www.bloomberg.com/	http://www.bloomberg.com/	NOUN
cblr-1758	182	36	news	news	NOUN
cblr-1758	182	37	/	/	SYM
cblr-1758	182	38	articles/2014	articles/2014	PROPN
cblr-1758	182	39	-	-	PUNCT
cblr-1758	182	40	03	03	NUM
cblr-1758	182	41	-	-	PUNCT
cblr-1758	182	42	17	17	NUM
cblr-1758	182	43	/	/	SYM
cblr-1758	182	44	how	how	ADV
cblr-1758	182	45	-	-	PUNCT
cblr-1758	182	46	to	to	ADP
cblr-1758	182	47	-	-	PUNCT
cblr-1758	182	48	keep	keep	VERB
cblr-1758	182	49	-	-	PUNCT
cblr-1758	182	50	your	your	PRON
cblr-1758	182	51	-	-	PUNCT
cblr-1758	182	52	job	job	NOUN
cblr-1758	182	53	-	-	PUNCT
cblr-1758	182	54	when	when	ADV
cblr-1758	182	55	-	-	PUNCT
cblr-1758	182	56	you	you	PRON
cblr-1758	182	57	-	-	PUNCT
cblr-1758	182	58	re	re	NOUN
cblr-1758	182	59	-	-	NOUN
cblr-1758	182	60	boss	boss	NOUN
cblr-1758	182	61	-	-	PUNCT
cblr-1758	182	62	is	be	AUX
cblr-1758	182	63	-	-	PUNCT
cblr-1758	182	64	arobot	arobot	NOUN
cblr-1758	182	65	,	,	PUNCT
cblr-1758	182	66	archived	archive	VERB
cblr-1758	182	67	at	at	ADP
cblr-1758	182	68	http://perma.cc/al63-uy2n	http://perma.cc/al63-uy2n	NUM
cblr-1758	182	69	;	;	PUNCT
cblr-1758	182	70	ito	ito	PROPN
cblr-1758	182	71	,	,	PUNCT
cblr-1758	182	72	supra	supra	PROPN
cblr-1758	182	73	note	note	NOUN
cblr-1758	182	74	9	9	NUM
cblr-1758	182	75	:	:	PUNCT
cblr-1758	182	76	the[se	the[se	PROPN
cblr-1758	182	77	]	]	X
cblr-1758	182	78	advances	advance	NOUN
cblr-1758	182	79	,	,	PUNCT
cblr-1758	182	80	coupled	couple	VERB
cblr-1758	182	81	with	with	ADP
cblr-1758	182	82	mobile	mobile	ADJ
cblr-1758	182	83	robots	robot	NOUN
cblr-1758	182	84	wired	wire	VERB
cblr-1758	182	85	with	with	ADP
cblr-1758	182	86	this	this	DET
cblr-1758	182	87	intelligence	intelligence	NOUN
cblr-1758	182	88	,	,	PUNCT
cblr-1758	182	89	make	make	VERB
cblr-1758	182	90	it	it	PRON
cblr-1758	182	91	likely	likely	ADJ
cblr-1758	182	92	that	that	SCONJ
cblr-1758	182	93	occupations	occupation	NOUN
cblr-1758	182	94	employing	employ	VERB
cblr-1758	182	95	almost	almost	ADV
cblr-1758	182	96	half	half	NOUN
cblr-1758	182	97	of	of	ADP
cblr-1758	182	98	today	today	NOUN
cblr-1758	182	99	’s	’s	PART
cblr-1758	182	100	u.s	u.s	PROPN
cblr-1758	182	101	.	.	PROPN
cblr-1758	182	102	workers	worker	NOUN
cblr-1758	182	103	,	,	PUNCT
cblr-1758	182	104	ranging	range	VERB
cblr-1758	182	105	from	from	ADP
cblr-1758	182	106	loan	loan	NOUN
cblr-1758	182	107	officers	officer	NOUN
cblr-1758	182	108	to	to	ADP
cblr-1758	182	109	cab	cab	NOUN
cblr-1758	182	110	drivers	driver	NOUN
cblr-1758	182	111	and	and	CCONJ
cblr-1758	182	112	real	real	ADJ
cblr-1758	182	113	estate	estate	NOUN
cblr-1758	182	114	agents	agent	NOUN
cblr-1758	182	115	,	,	PUNCT
cblr-1758	182	116	become	become	VERB
cblr-1758	182	117	possible	possible	ADJ
cblr-1758	182	118	to	to	PART
cblr-1758	182	119	automate	automate	VERB
cblr-1758	182	120	in	in	ADP
cblr-1758	182	121	the	the	DET
cblr-1758	182	122	next	next	ADJ
cblr-1758	182	123	decade	decade	NOUN
cblr-1758	182	124	or	or	CCONJ
cblr-1758	182	125	two	two	NUM
cblr-1758	182	126	,	,	PUNCT
cblr-1758	182	127	according	accord	VERB
cblr-1758	182	128	to	to	ADP
cblr-1758	182	129	a	a	DET
cblr-1758	182	130	study	study	NOUN
cblr-1758	182	131	done	do	VERB
cblr-1758	182	132	at	at	ADP
cblr-1758	182	133	the	the	DET
cblr-1758	182	134	university	university	NOUN
cblr-1758	182	135	of	of	ADP
cblr-1758	182	136	oxford	oxford	PROPN
cblr-1758	182	137	.	.	PUNCT
cblr-1758	182	138	.	.	PUNCT
cblr-1758	182	139	.	.	PUNCT
cblr-1758	182	140	.	.	PUNCT
cblr-1758	183	1	37	37	NUM
cblr-1758	183	2	sally	sally	PROPN
cblr-1758	183	3	davies	davy	NOUN
cblr-1758	183	4	,	,	PUNCT
cblr-1758	183	5	hawking	hawk	VERB
cblr-1758	183	6	warns	warn	VERB
cblr-1758	183	7	on	on	ADP
cblr-1758	183	8	rise	rise	NOUN
cblr-1758	183	9	of	of	ADP
cblr-1758	183	10	the	the	DET
cblr-1758	183	11	machines	machine	NOUN
cblr-1758	183	12	,	,	PUNCT
cblr-1758	183	13	fin	fin	PROPN
cblr-1758	183	14	.	.	PUNCT
cblr-1758	183	15	times	times	PROPN
cblr-1758	183	16	(	(	PUNCT
cblr-1758	183	17	dec	dec	PROPN
cblr-1758	183	18	.	.	PROPN
cblr-1758	183	19	2	2	NUM
cblr-1758	183	20	,	,	PUNCT
cblr-1758	183	21	2014	2014	NUM
cblr-1758	183	22	,	,	PUNCT
cblr-1758	183	23	6:13	6:13	NUM
cblr-1758	183	24	pm	pm	NOUN
cblr-1758	183	25	)	)	PUNCT
cblr-1758	183	26	,	,	PUNCT
cblr-1758	183	27	http://www.ft.com/intl/cms/s/9943bee8-7a25-11e48958-00144feabdc0	http://www.ft.com/intl/cms/s/9943bee8-7a25-11e48958-00144feabdc0	PROPN
cblr-1758	183	28	;	;	PUNCT
cblr-1758	183	29	sally	sally	PROPN
cblr-1758	183	30	davies	davies	PROPN
cblr-1758	183	31	&	&	CCONJ
cblr-1758	183	32	richard	richard	PROPN
cblr-1758	183	33	cookson	cookson	PROPN
cblr-1758	183	34	,	,	PUNCT
cblr-1758	183	35	deepmind	deepmind	NOUN
cblr-1758	183	36	buy	buy	NOUN
cblr-1758	183	37	heralds	herald	NOUN
cblr-1758	183	38	rise	rise	NOUN
cblr-1758	183	39	of	of	ADP
cblr-1758	183	40	the	the	DET
cblr-1758	183	41	machines	machine	NOUN
cblr-1758	183	42	,	,	PUNCT
cblr-1758	183	43	fin	fin	PROPN
cblr-1758	183	44	.	.	PUNCT
cblr-1758	184	1	times	times	PROPN
cblr-1758	184	2	(	(	PUNCT
cblr-1758	184	3	jan	jan	PROPN
cblr-1758	184	4	.	.	PROPN
cblr-1758	184	5	27	27	NUM
cblr-1758	184	6	,	,	PUNCT
cblr-1758	184	7	2014	2014	NUM
cblr-1758	184	8	,	,	PUNCT
cblr-1758	184	9	7:56	7:56	NUM
cblr-1758	184	10	pm	pm	NOUN
cblr-1758	184	11	)	)	PUNCT
cblr-1758	184	12	,	,	PUNCT
cblr-1758	184	13	http://www.ft.com/intl/cms/s/1c9d5410-8739-11e3-9c5c-00144feab7de	http://www.ft.com/intl/cms/s/1c9d5410-8739-11e3-9c5c-00144feab7de	NOUN
cblr-1758	184	14	.	.	PUNCT
cblr-1758	185	1	indeed	indeed	ADV
cblr-1758	185	2	,	,	PUNCT
cblr-1758	185	3	in	in	ADP
cblr-1758	185	4	his	his	PRON
cblr-1758	185	5	book	book	NOUN
cblr-1758	185	6	,	,	PUNCT
cblr-1758	185	7	superintelligence	superintelligence	NOUN
cblr-1758	185	8	:	:	PUNCT
cblr-1758	185	9	paths	path	NOUN
cblr-1758	185	10	,	,	PUNCT
cblr-1758	185	11	dangers	danger	NOUN
cblr-1758	185	12	,	,	PUNCT
cblr-1758	185	13	strategies	strategy	NOUN
cblr-1758	185	14	,	,	PUNCT
cblr-1758	185	15	author	author	NOUN
cblr-1758	185	16	nick	nick	PROPN
cblr-1758	185	17	bostrom	bostrom	PROPN
cblr-1758	185	18	describes	describe	VERB
cblr-1758	185	19	the	the	DET
cblr-1758	185	20	various	various	ADJ
cblr-1758	185	21	ways	way	NOUN
cblr-1758	185	22	in	in	ADP
cblr-1758	185	23	which	which	PRON
cblr-1758	185	24	super	super	ADJ
cblr-1758	185	25	-	-	ADJ
cblr-1758	185	26	intelligent	intelligent	ADJ
cblr-1758	185	27	robots	robot	NOUN
cblr-1758	185	28	could	could	AUX
cblr-1758	185	29	wipe	wipe	VERB
cblr-1758	185	30	out	out	ADP
cblr-1758	185	31	humanity	humanity	NOUN
cblr-1758	185	32	,	,	PUNCT
cblr-1758	185	33	from	from	ADP
cblr-1758	185	34	tricking	trick	VERB
cblr-1758	185	35	humans	human	NOUN
cblr-1758	185	36	to	to	PART
cblr-1758	185	37	assist	assist	VERB
cblr-1758	185	38	their	their	PRON
cblr-1758	185	39	takeover	takeover	NOUN
cblr-1758	185	40	to	to	ADP
cblr-1758	185	41	hacking	hack	VERB
cblr-1758	185	42	into	into	ADP
cblr-1758	185	43	the	the	DET
cblr-1758	185	44	automated	automate	VERB
cblr-1758	185	45	labs	lab	NOUN
cblr-1758	185	46	that	that	PRON
cblr-1758	185	47	build	build	VERB
cblr-1758	185	48	robots	robot	NOUN
cblr-1758	185	49	.	.	PUNCT
cblr-1758	186	1	see	see	VERB
cblr-1758	186	2	generally	generally	ADV
cblr-1758	186	3	nick	nick	PROPN
cblr-1758	186	4	bostrom	bostrom	PROPN
cblr-1758	186	5	,	,	PUNCT
cblr-1758	186	6	superintelligence	superintelligence	NOUN
cblr-1758	186	7	:	:	PUNCT
cblr-1758	186	8	paths	path	NOUN
cblr-1758	186	9	,	,	PUNCT
cblr-1758	186	10	dangers	danger	NOUN
cblr-1758	186	11	,	,	PUNCT
cblr-1758	186	12	strategies	strategy	NOUN
cblr-1758	186	13	95–99	95–99	NUM
cblr-1758	186	14	(	(	PUNCT
cblr-1758	186	15	2014	2014	NUM
cblr-1758	186	16	)	)	PUNCT
cblr-1758	186	17	;	;	PUNCT
cblr-1758	186	18	clive	clive	PROPN
cblr-1758	186	19	cookson	cookson	PROPN
cblr-1758	186	20	,	,	PUNCT
cblr-1758	186	21	superintelligence	superintelligence	NOUN
cblr-1758	186	22	:	:	PUNCT
cblr-1758	186	23	paths	path	NOUN
cblr-1758	186	24	,	,	PUNCT
cblr-1758	186	25	dangers	danger	NOUN
cblr-1758	186	26	,	,	PUNCT
cblr-1758	186	27	strategies	strategy	NOUN
cblr-1758	186	28	,	,	PUNCT
cblr-1758	186	29	by	by	ADP
cblr-1758	186	30	nick	nick	PROPN
cblr-1758	186	31	bostrom	bostrom	PROPN
cblr-1758	186	32	,	,	PUNCT
cblr-1758	186	33	fin	fin	PROPN
cblr-1758	186	34	.	.	PUNCT
cblr-1758	186	35	times	times	PROPN
cblr-1758	186	36	(	(	PUNCT
cblr-1758	186	37	july	july	PROPN
cblr-1758	186	38	13	13	NUM
cblr-1758	186	39	,	,	PUNCT
cblr-1758	186	40	2014	2014	NUM
cblr-1758	186	41	)	)	PUNCT
cblr-1758	186	42	,	,	PUNCT
cblr-1758	186	43	http://www.ft.com/intl/cms/s/2/021d3484-fd1d-11e3-8ca9-00144feab7de	http://www.ft.com/intl/cms/s/2/021d3484-fd1d-11e3-8ca9-00144feab7de	PROPN
cblr-1758	186	44	.	.	PUNCT
cblr-1758	187	1	html	html	PROPN
cblr-1758	187	2	,	,	PUNCT
cblr-1758	187	3	archived	archive	VERB
cblr-1758	187	4	at	at	ADP
cblr-1758	187	5	http://perma.cc/7lwl-74zj	http://perma.cc/7lwl-74zj	PRON
cblr-1758	187	6	.	.	PUNCT
cblr-1758	188	1	scopino	scopino	PROPN
cblr-1758	188	2	–	–	PUNCT
cblr-1758	188	3	final	final	ADJ
cblr-1758	188	4	452	452	NUM
cblr-1758	188	5	columbia	columbia	PROPN
cblr-1758	188	6	business	business	NOUN
cblr-1758	188	7	law	law	PROPN
cblr-1758	188	8	review	review	NOUN
cblr-1758	189	1	[	[	X
cblr-1758	189	2	vol	vol	NOUN
cblr-1758	189	3	.	.	NOUN
cblr-1758	189	4	2015	2015	NUM
cblr-1758	189	5	oversight	oversight	NOUN
cblr-1758	189	6	systems	system	NOUN
cblr-1758	189	7	to	to	PART
cblr-1758	189	8	address	address	VERB
cblr-1758	189	9	this	this	DET
cblr-1758	189	10	concern	concern	NOUN
cblr-1758	189	11	.	.	PUNCT
cblr-1758	190	1	google	google	PROPN
cblr-1758	190	2	,	,	PUNCT
cblr-1758	190	3	for	for	ADP
cblr-1758	190	4	example	example	NOUN
cblr-1758	190	5	,	,	PUNCT
cblr-1758	190	6	has	have	AUX
cblr-1758	190	7	established	establish	VERB
cblr-1758	190	8	an	an	DET
cblr-1758	190	9	ethics	ethic	NOUN
cblr-1758	190	10	committee	committee	NOUN
cblr-1758	190	11	to	to	PART
cblr-1758	190	12	monitor	monitor	VERB
cblr-1758	190	13	the	the	DET
cblr-1758	190	14	work	work	NOUN
cblr-1758	190	15	of	of	ADP
cblr-1758	190	16	deepmind	deepmind	NOUN
cblr-1758	190	17	,	,	PUNCT
cblr-1758	190	18	an	an	DET
cblr-1758	190	19	artificial	artificial	ADJ
cblr-1758	190	20	intelligence	intelligence	NOUN
cblr-1758	190	21	start	start	VERB
cblr-1758	190	22	-	-	PUNCT
cblr-1758	190	23	up	up	ADP
cblr-1758	190	24	company	company	NOUN
cblr-1758	190	25	it	it	PRON
cblr-1758	190	26	acquired	acquire	VERB
cblr-1758	190	27	in	in	ADP
cblr-1758	190	28	2014.38	2014.38	NUM
cblr-1758	190	29	likewise	likewise	ADV
cblr-1758	190	30	,	,	PUNCT
cblr-1758	190	31	some	some	DET
cblr-1758	190	32	experts	expert	NOUN
cblr-1758	190	33	argue	argue	VERB
cblr-1758	190	34	that	that	SCONJ
cblr-1758	190	35	research	research	NOUN
cblr-1758	190	36	and	and	CCONJ
cblr-1758	190	37	development	development	NOUN
cblr-1758	190	38	related	relate	VERB
cblr-1758	190	39	to	to	ADP
cblr-1758	190	40	artificial	artificial	ADJ
cblr-1758	190	41	intelligence	intelligence	NOUN
cblr-1758	190	42	should	should	AUX
cblr-1758	190	43	not	not	PART
cblr-1758	190	44	focus	focus	VERB
cblr-1758	190	45	solely	solely	ADV
cblr-1758	190	46	on	on	ADP
cblr-1758	190	47	creating	create	VERB
cblr-1758	190	48	the	the	DET
cblr-1758	190	49	smartest	smart	ADJ
cblr-1758	190	50	robots	robot	NOUN
cblr-1758	190	51	,	,	PUNCT
cblr-1758	190	52	but	but	CCONJ
cblr-1758	190	53	on	on	ADP
cblr-1758	190	54	creating	create	VERB
cblr-1758	190	55	the	the	DET
cblr-1758	190	56	smartest	smart	ADJ
cblr-1758	190	57	ethical	ethical	ADJ
cblr-1758	190	58	robots.39	robots.39	NOUN
cblr-1758	190	59	while	while	SCONJ
cblr-1758	190	60	autonomous	autonomous	ADJ
cblr-1758	190	61	artificial	artificial	ADJ
cblr-1758	190	62	agents	agent	NOUN
cblr-1758	190	63	will	will	AUX
cblr-1758	190	64	play	play	VERB
cblr-1758	190	65	important	important	ADJ
cblr-1758	190	66	roles	role	NOUN
cblr-1758	190	67	in	in	ADP
cblr-1758	190	68	just	just	ADV
cblr-1758	190	69	about	about	ADV
cblr-1758	190	70	every	every	DET
cblr-1758	190	71	part	part	NOUN
cblr-1758	190	72	of	of	ADP
cblr-1758	190	73	human	human	ADJ
cblr-1758	190	74	life	life	NOUN
cblr-1758	190	75	in	in	ADP
cblr-1758	190	76	the	the	DET
cblr-1758	190	77	future	future	NOUN
cblr-1758	190	78	,	,	PUNCT
cblr-1758	190	79	this	this	DET
cblr-1758	190	80	article	article	NOUN
cblr-1758	190	81	focuses	focus	VERB
cblr-1758	190	82	on	on	ADP
cblr-1758	190	83	the	the	DET
cblr-1758	190	84	involvement	involvement	NOUN
cblr-1758	190	85	of	of	ADP
cblr-1758	190	86	artificial	artificial	ADJ
cblr-1758	190	87	agents	agent	NOUN
cblr-1758	190	88	in	in	ADP
cblr-1758	190	89	the	the	DET
cblr-1758	190	90	financial	financial	ADJ
cblr-1758	190	91	markets	market	NOUN
cblr-1758	190	92	for	for	ADP
cblr-1758	190	93	futures	future	NOUN
cblr-1758	190	94	and	and	CCONJ
cblr-1758	190	95	derivatives	derivative	NOUN
cblr-1758	190	96	.	.	PUNCT
cblr-1758	191	1	the	the	DET
cblr-1758	191	2	resulting	result	VERB
cblr-1758	191	3	increase	increase	NOUN
cblr-1758	191	4	in	in	ADP
cblr-1758	191	5	the	the	DET
cblr-1758	191	6	presence	presence	NOUN
cblr-1758	191	7	of	of	ADP
cblr-1758	191	8	independent	independent	ADJ
cblr-1758	191	9	,	,	PUNCT
cblr-1758	191	10	automated	automate	VERB
cblr-1758	191	11	robots	robot	NOUN
cblr-1758	191	12	—	—	PUNCT
cblr-1758	191	13	sometimes	sometimes	ADV
cblr-1758	191	14	called	call	VERB
cblr-1758	191	15	“	"	PUNCT
cblr-1758	191	16	algorithmic	algorithmic	ADJ
cblr-1758	191	17	robots	robot	NOUN
cblr-1758	191	18	”	"	PUNCT
cblr-1758	191	19	“	"	PUNCT
cblr-1758	191	20	or	or	CCONJ
cblr-1758	191	21	“	"	PUNCT
cblr-1758	191	22	algo	algo	PROPN
cblr-1758	191	23	”	"	PUNCT
cblr-1758	191	24	for	for	ADP
cblr-1758	191	25	short40	short40	NOUN
cblr-1758	191	26	—	—	PUNCT
cblr-1758	191	27	operating	operate	VERB
cblr-1758	191	28	in	in	ADP
cblr-1758	191	29	the	the	DET
cblr-1758	191	30	futures	future	NOUN
cblr-1758	191	31	markets	market	NOUN
cblr-1758	191	32	,	,	PUNCT
cblr-1758	191	33	as	as	ADP
cblr-1758	191	34	digital41	digital41	NOUN
cblr-1758	191	35	38	38	NUM
cblr-1758	191	36	davies	davy	NOUN
cblr-1758	191	37	,	,	PUNCT
cblr-1758	191	38	hawking	hawk	VERB
cblr-1758	191	39	warns	warn	NOUN
cblr-1758	191	40	,	,	PUNCT
cblr-1758	191	41	supra	supra	PROPN
cblr-1758	191	42	note	note	NOUN
cblr-1758	191	43	37	37	NUM
cblr-1758	191	44	.	.	PUNCT
cblr-1758	192	1	see	see	VERB
cblr-1758	192	2	also	also	ADV
cblr-1758	192	3	nick	nick	PROPN
cblr-1758	192	4	bilton	bilton	PROPN
cblr-1758	192	5	,	,	PUNCT
cblr-1758	192	6	artificial	artificial	ADJ
cblr-1758	192	7	intelligence	intelligence	NOUN
cblr-1758	192	8	as	as	ADP
cblr-1758	192	9	a	a	DET
cblr-1758	192	10	threat	threat	NOUN
cblr-1758	192	11	,	,	PUNCT
cblr-1758	192	12	n.y	n.y	PROPN
cblr-1758	192	13	.	.	PROPN
cblr-1758	192	14	times	times	PROPN
cblr-1758	192	15	,	,	PUNCT
cblr-1758	192	16	nov	nov	PROPN
cblr-1758	192	17	.	.	PROPN
cblr-1758	192	18	6	6	NUM
cblr-1758	192	19	,	,	PUNCT
cblr-1758	192	20	2014	2014	NUM
cblr-1758	192	21	,	,	PUNCT
cblr-1758	192	22	at	at	ADP
cblr-1758	192	23	e2	e2	PROPN
cblr-1758	192	24	(	(	PUNCT
cblr-1758	192	25	stating	state	VERB
cblr-1758	192	26	that	that	SCONJ
cblr-1758	192	27	“	"	PUNCT
cblr-1758	192	28	we	we	PRON
cblr-1758	192	29	are	be	AUX
cblr-1758	192	30	starting	start	VERB
cblr-1758	192	31	to	to	PART
cblr-1758	192	32	create	create	VERB
cblr-1758	192	33	machines	machine	NOUN
cblr-1758	192	34	that	that	PRON
cblr-1758	192	35	can	can	AUX
cblr-1758	192	36	make	make	VERB
cblr-1758	192	37	decisions	decision	NOUN
cblr-1758	192	38	like	like	ADP
cblr-1758	192	39	humans	human	NOUN
cblr-1758	192	40	,	,	PUNCT
cblr-1758	192	41	but	but	CCONJ
cblr-1758	192	42	these	these	DET
cblr-1758	192	43	machines	machine	NOUN
cblr-1758	192	44	do	do	AUX
cblr-1758	192	45	n’t	not	PART
cblr-1758	192	46	have	have	VERB
cblr-1758	192	47	morality	morality	NOUN
cblr-1758	192	48	and	and	CCONJ
cblr-1758	192	49	likely	likely	ADV
cblr-1758	192	50	never	never	ADV
cblr-1758	192	51	will	will	AUX
cblr-1758	192	52	”	"	PUNCT
cblr-1758	192	53	)	)	PUNCT
cblr-1758	192	54	.	.	PUNCT
cblr-1758	193	1	39	39	NUM
cblr-1758	193	2	see	see	VERB
cblr-1758	193	3	,	,	PUNCT
cblr-1758	193	4	e.g.	e.g.	ADV
cblr-1758	193	5	,	,	PUNCT
cblr-1758	193	6	colin	colin	PROPN
cblr-1758	193	7	allen	allen	PROPN
cblr-1758	193	8	,	,	PUNCT
cblr-1758	193	9	the	the	DET
cblr-1758	193	10	future	future	NOUN
cblr-1758	193	11	of	of	ADP
cblr-1758	193	12	moral	moral	ADJ
cblr-1758	193	13	machines	machine	NOUN
cblr-1758	193	14	,	,	PUNCT
cblr-1758	193	15	n.y	n.y	PROPN
cblr-1758	193	16	.	.	PROPN
cblr-1758	193	17	times	times	PROPN
cblr-1758	193	18	opinionator	opinionator	NOUN
cblr-1758	193	19	(	(	PUNCT
cblr-1758	193	20	dec	dec	PROPN
cblr-1758	193	21	.	.	PROPN
cblr-1758	193	22	25	25	NUM
cblr-1758	193	23	,	,	PUNCT
cblr-1758	193	24	2011	2011	NUM
cblr-1758	193	25	,	,	PUNCT
cblr-1758	193	26	5:30	5:30	NUM
cblr-1758	193	27	pm	pm	NOUN
cblr-1758	193	28	)	)	PUNCT
cblr-1758	193	29	,	,	PUNCT
cblr-1758	193	30	http://opinionator.blogs	http://opinionator.blogs	PROPN
cblr-1758	193	31	.	.	PUNCT
cblr-1758	194	1	nytimes.com/2011/12/25/the-future-of-moral-machines	nytimes.com/2011/12/25/the-future-of-moral-machine	NOUN
cblr-1758	194	2	,	,	PUNCT
cblr-1758	194	3	archived	archive	VERB
cblr-1758	194	4	at	at	ADP
cblr-1758	194	5	http://perma.cc/pq5t-j64	http://perma.cc/pq5t-j64	ADV
cblr-1758	194	6	g	g	PROPN
cblr-1758	194	7	(	(	PUNCT
cblr-1758	194	8	stating	state	VERB
cblr-1758	194	9	that	that	SCONJ
cblr-1758	194	10	,	,	PUNCT
cblr-1758	194	11	with	with	ADP
cblr-1758	194	12	technological	technological	ADJ
cblr-1758	194	13	advances	advance	NOUN
cblr-1758	194	14	allowing	allow	VERB
cblr-1758	194	15	for	for	ADP
cblr-1758	194	16	semi	semi	ADJ
cblr-1758	194	17	-	-	ADJ
cblr-1758	194	18	autonomous	autonomous	ADJ
cblr-1758	194	19	machines	machine	NOUN
cblr-1758	194	20	in	in	ADP
cblr-1758	194	21	many	many	ADJ
cblr-1758	194	22	facets	facet	NOUN
cblr-1758	194	23	of	of	ADP
cblr-1758	194	24	life	life	NOUN
cblr-1758	194	25	,	,	PUNCT
cblr-1758	194	26	“	"	PUNCT
cblr-1758	194	27	we	we	PRON
cblr-1758	194	28	need	need	VERB
cblr-1758	194	29	to	to	PART
cblr-1758	194	30	think	think	VERB
cblr-1758	194	31	long	long	ADV
cblr-1758	194	32	and	and	CCONJ
cblr-1758	194	33	hard	hard	ADJ
cblr-1758	194	34	about	about	ADP
cblr-1758	194	35	machine	machine	NOUN
cblr-1758	194	36	morality	morality	NOUN
cblr-1758	194	37	.	.	PUNCT
cblr-1758	194	38	”	"	PUNCT
cblr-1758	194	39	)	)	PUNCT
cblr-1758	194	40	;	;	PUNCT
cblr-1758	194	41	john	john	PROPN
cblr-1758	194	42	gilbey	gilbey	PROPN
cblr-1758	194	43	,	,	PUNCT
cblr-1758	194	44	androids	android	NOUN
cblr-1758	194	45	dream	dream	NOUN
cblr-1758	194	46	of	of	ADP
cblr-1758	194	47	ethical	ethical	ADJ
cblr-1758	194	48	sheep	sheep	NOUN
cblr-1758	194	49	,	,	PUNCT
cblr-1758	194	50	times	time	NOUN
cblr-1758	194	51	higher	high	ADJ
cblr-1758	194	52	educ	educ	PROPN
cblr-1758	194	53	.	.	PUNCT
cblr-1758	195	1	supplement	supplement	PROPN
cblr-1758	195	2	,	,	PUNCT
cblr-1758	195	3	feb	feb	PROPN
cblr-1758	195	4	.	.	PROPN
cblr-1758	195	5	26	26	NUM
cblr-1758	195	6	,	,	PUNCT
cblr-1758	195	7	2009	2009	NUM
cblr-1758	195	8	,	,	PUNCT
cblr-1758	195	9	at	at	ADP
cblr-1758	195	10	books	book	NOUN
cblr-1758	195	11	52	52	NUM
cblr-1758	195	12	(	(	PUNCT
cblr-1758	195	13	stating	state	VERB
cblr-1758	195	14	that	that	SCONJ
cblr-1758	195	15	“	"	PUNCT
cblr-1758	195	16	the	the	DET
cblr-1758	195	17	study	study	NOUN
cblr-1758	195	18	of	of	ADP
cblr-1758	195	19	machine	machine	NOUN
cblr-1758	195	20	morality	morality	NOUN
cblr-1758	195	21	will	will	AUX
cblr-1758	195	22	inevitably	inevitably	ADV
cblr-1758	195	23	be	be	AUX
cblr-1758	195	24	of	of	ADP
cblr-1758	195	25	major	major	ADJ
cblr-1758	195	26	importance	importance	NOUN
cblr-1758	195	27	to	to	ADP
cblr-1758	195	28	our	our	PRON
cblr-1758	195	29	future	future	NOUN
cblr-1758	195	30	as	as	ADP
cblr-1758	195	31	a	a	DET
cblr-1758	195	32	society	society	NOUN
cblr-1758	195	33	”	"	PUNCT
cblr-1758	195	34	)	)	PUNCT
cblr-1758	195	35	;	;	PUNCT
cblr-1758	195	36	john	john	PROPN
cblr-1758	195	37	markoff	markoff	PROPN
cblr-1758	195	38	,	,	PUNCT
cblr-1758	195	39	the	the	DET
cblr-1758	195	40	coming	come	VERB
cblr-1758	195	41	superbrain	superbrain	NOUN
cblr-1758	195	42	,	,	PUNCT
cblr-1758	195	43	n.y	n.y	PROPN
cblr-1758	195	44	.	.	PROPN
cblr-1758	195	45	times	times	PROPN
cblr-1758	195	46	,	,	PUNCT
cblr-1758	195	47	may	may	AUX
cblr-1758	195	48	24	24	NUM
cblr-1758	195	49	,	,	PUNCT
cblr-1758	195	50	2009	2009	NUM
cblr-1758	195	51	,	,	PUNCT
cblr-1758	195	52	at	at	ADP
cblr-1758	195	53	wk1	wk1	PROPN
cblr-1758	195	54	(	(	PUNCT
cblr-1758	195	55	mentioning	mention	VERB
cblr-1758	195	56	“	"	PUNCT
cblr-1758	195	57	the	the	DET
cblr-1758	195	58	idea	idea	NOUN
cblr-1758	195	59	of	of	ADP
cblr-1758	195	60	‘	'	PUNCT
cblr-1758	195	61	friendly	friendly	ADJ
cblr-1758	195	62	artificial	artificial	ADJ
cblr-1758	195	63	intelligence	intelligence	NOUN
cblr-1758	195	64	,	,	PUNCT
cblr-1758	195	65	’	'	PUNCT
cblr-1758	195	66	an	an	DET
cblr-1758	195	67	engineering	engineering	NOUN
cblr-1758	195	68	discipline	discipline	NOUN
cblr-1758	195	69	that	that	PRON
cblr-1758	195	70	would	would	AUX
cblr-1758	195	71	seek	seek	VERB
cblr-1758	195	72	to	to	PART
cblr-1758	195	73	ensure	ensure	VERB
cblr-1758	195	74	that	that	SCONJ
cblr-1758	195	75	future	future	ADJ
cblr-1758	195	76	machines	machine	NOUN
cblr-1758	195	77	would	would	AUX
cblr-1758	195	78	remain	remain	VERB
cblr-1758	195	79	our	our	PRON
cblr-1758	195	80	servants	servant	NOUN
cblr-1758	195	81	or	or	CCONJ
cblr-1758	195	82	equals	equal	VERB
cblr-1758	195	83	rather	rather	ADV
cblr-1758	195	84	than	than	ADP
cblr-1758	195	85	our	our	PRON
cblr-1758	195	86	masters	master	NOUN
cblr-1758	195	87	”	"	PUNCT
cblr-1758	195	88	)	)	PUNCT
cblr-1758	195	89	.	.	PUNCT
cblr-1758	196	1	ethical	ethical	ADJ
cblr-1758	196	2	issues	issue	NOUN
cblr-1758	196	3	are	be	AUX
cblr-1758	196	4	unavoidable	unavoidable	ADJ
cblr-1758	196	5	with	with	ADP
cblr-1758	196	6	the	the	DET
cblr-1758	196	7	implementation	implementation	NOUN
cblr-1758	196	8	of	of	ADP
cblr-1758	196	9	any	any	DET
cblr-1758	196	10	automated	automate	VERB
cblr-1758	196	11	system	system	NOUN
cblr-1758	196	12	.	.	PUNCT
cblr-1758	197	1	for	for	ADP
cblr-1758	197	2	example	example	NOUN
cblr-1758	197	3	,	,	PUNCT
cblr-1758	197	4	should	should	AUX
cblr-1758	197	5	a	a	DET
cblr-1758	197	6	driverless	driverless	ADJ
cblr-1758	197	7	car	car	NOUN
cblr-1758	197	8	swerve	swerve	NOUN
cblr-1758	197	9	to	to	PART
cblr-1758	197	10	avoid	avoid	VERB
cblr-1758	197	11	hitting	hit	VERB
cblr-1758	197	12	a	a	DET
cblr-1758	197	13	school	school	NOUN
cblr-1758	197	14	bus	bus	NOUN
cblr-1758	197	15	full	full	ADJ
cblr-1758	197	16	of	of	ADP
cblr-1758	197	17	children	child	NOUN
cblr-1758	197	18	even	even	ADV
cblr-1758	197	19	if	if	SCONJ
cblr-1758	197	20	doing	do	VERB
cblr-1758	197	21	so	so	ADV
cblr-1758	197	22	would	would	AUX
cblr-1758	197	23	almost	almost	ADV
cblr-1758	197	24	certainly	certainly	ADV
cblr-1758	197	25	kill	kill	VERB
cblr-1758	197	26	the	the	DET
cblr-1758	197	27	driverless	driverless	NOUN
cblr-1758	197	28	car	car	NOUN
cblr-1758	197	29	’s	’s	PART
cblr-1758	197	30	passengers	passenger	NOUN
cblr-1758	197	31	?	?	PUNCT
cblr-1758	198	1	see	see	VERB
cblr-1758	198	2	tom	tom	PROPN
cblr-1758	198	3	chatfield	chatfield	PROPN
cblr-1758	198	4	,	,	PUNCT
cblr-1758	198	5	automated	automate	VERB
cblr-1758	198	6	ethics	ethic	NOUN
cblr-1758	198	7	,	,	PUNCT
cblr-1758	198	8	aeon	aeon	PROPN
cblr-1758	198	9	(	(	PUNCT
cblr-1758	198	10	mar	mar	PROPN
cblr-1758	198	11	.	.	PROPN
cblr-1758	198	12	31	31	NUM
cblr-1758	198	13	,	,	PUNCT
cblr-1758	198	14	2014	2014	NUM
cblr-1758	198	15	)	)	PUNCT
cblr-1758	198	16	,	,	PUNCT
cblr-1758	198	17	http://aeon.co/magazine/technology/can-we-design-systems-to-automateethics	http://aeon.co/magazine/technology/can-we-design-systems-to-automateethics	PROPN
cblr-1758	198	18	,	,	PUNCT
cblr-1758	198	19	archived	archive	VERB
cblr-1758	198	20	at	at	ADP
cblr-1758	198	21	http://perma.cc/u7ng-vuec	http://perma.cc/u7ng-vuec	NOUN
cblr-1758	198	22	.	.	PUNCT
cblr-1758	199	1	40	40	NUM
cblr-1758	199	2	see	see	VERB
cblr-1758	199	3	charles	charles	PROPN
cblr-1758	199	4	duhigg	duhigg	PROPN
cblr-1758	199	5	,	,	PUNCT
cblr-1758	199	6	stock	stock	NOUN
cblr-1758	199	7	traders	trader	NOUN
cblr-1758	199	8	find	find	VERB
cblr-1758	199	9	speed	speed	NOUN
cblr-1758	199	10	pays	pay	VERB
cblr-1758	199	11	,	,	PUNCT
cblr-1758	199	12	in	in	ADP
cblr-1758	199	13	milliseconds	millisecond	NOUN
cblr-1758	199	14	,	,	PUNCT
cblr-1758	199	15	n.y	n.y	PROPN
cblr-1758	199	16	.	.	PROPN
cblr-1758	199	17	times	times	PROPN
cblr-1758	199	18	,	,	PUNCT
cblr-1758	199	19	july	july	PROPN
cblr-1758	199	20	24	24	NUM
cblr-1758	199	21	,	,	PUNCT
cblr-1758	199	22	2009	2009	NUM
cblr-1758	199	23	,	,	PUNCT
cblr-1758	199	24	at	at	ADP
cblr-1758	199	25	a1	a1	NOUN
cblr-1758	199	26	.	.	PUNCT
cblr-1758	199	27	41	41	NUM
cblr-1758	200	1	this	this	DET
cblr-1758	200	2	article	article	NOUN
cblr-1758	200	3	uses	use	VERB
cblr-1758	200	4	the	the	DET
cblr-1758	200	5	word	word	NOUN
cblr-1758	200	6	,	,	PUNCT
cblr-1758	200	7	“	"	PUNCT
cblr-1758	200	8	digital	digital	ADJ
cblr-1758	200	9	,	,	PUNCT
cblr-1758	200	10	”	"	PUNCT
cblr-1758	200	11	here	here	ADV
cblr-1758	200	12	to	to	PART
cblr-1758	200	13	mean	mean	VERB
cblr-1758	200	14	“	"	PUNCT
cblr-1758	200	15	using	use	VERB
cblr-1758	200	16	or	or	CCONJ
cblr-1758	200	17	characterized	characterize	VERB
cblr-1758	200	18	by	by	ADP
cblr-1758	200	19	computer	computer	NOUN
cblr-1758	200	20	technology	technology	NOUN
cblr-1758	200	21	”	"	PUNCT
cblr-1758	200	22	and	and	CCONJ
cblr-1758	200	23	“	"	PUNCT
cblr-1758	200	24	designating	designate	VERB
cblr-1758	200	25	a	a	DET
cblr-1758	200	26	virtual	virtual	ADJ
cblr-1758	200	27	,	,	PUNCT
cblr-1758	200	28	scopino	scopino	ADJ
cblr-1758	200	29	–	–	PUNCT
cblr-1758	200	30	final	final	ADJ
cblr-1758	200	31	no	no	NOUN
cblr-1758	200	32	.	.	PUNCT
cblr-1758	201	1	2:439	2:439	NUM
cblr-1758	201	2	]	]	X
cblr-1758	201	3	the	the	DET
cblr-1758	201	4	second	second	ADJ
cblr-1758	201	5	machine	machine	NOUN
cblr-1758	201	6	age	age	NOUN
cblr-1758	201	7	453	453	NUM
cblr-1758	201	8	intermediaries42	intermediaries42	NOUN
cblr-1758	201	9	or	or	CCONJ
cblr-1758	201	10	in	in	ADP
cblr-1758	201	11	other	other	ADJ
cblr-1758	201	12	capacities	capacity	NOUN
cblr-1758	201	13	,	,	PUNCT
cblr-1758	201	14	has	have	VERB
cblr-1758	201	15	significant	significant	ADJ
cblr-1758	201	16	implications	implication	NOUN
cblr-1758	201	17	for	for	ADP
cblr-1758	201	18	the	the	DET
cblr-1758	201	19	applicable	applicable	ADJ
cblr-1758	201	20	law	law	NOUN
cblr-1758	201	21	and	and	CCONJ
cblr-1758	201	22	regulations	regulation	NOUN
cblr-1758	201	23	governing	govern	VERB
cblr-1758	201	24	the	the	DET
cblr-1758	201	25	futures	future	NOUN
cblr-1758	201	26	markets	market	NOUN
cblr-1758	201	27	.	.	PUNCT
cblr-1758	202	1	the	the	DET
cblr-1758	202	2	federal	federal	ADJ
cblr-1758	202	3	statute	statute	NOUN
cblr-1758	202	4	providing	provide	VERB
cblr-1758	202	5	the	the	DET
cblr-1758	202	6	regulatory	regulatory	ADJ
cblr-1758	202	7	framework	framework	NOUN
cblr-1758	202	8	for	for	ADP
cblr-1758	202	9	the	the	DET
cblr-1758	202	10	country	country	NOUN
cblr-1758	202	11	’s	’s	PART
cblr-1758	202	12	futures	future	NOUN
cblr-1758	202	13	and	and	CCONJ
cblr-1758	202	14	derivatives	derivative	NOUN
cblr-1758	202	15	markets	market	NOUN
cblr-1758	202	16	,	,	PUNCT
cblr-1758	202	17	the	the	DET
cblr-1758	202	18	commodity	commodity	NOUN
cblr-1758	202	19	exchange	exchange	PROPN
cblr-1758	202	20	act	act	PROPN
cblr-1758	202	21	(	(	PUNCT
cblr-1758	202	22	“	"	PUNCT
cblr-1758	202	23	cea	cea	PROPN
cblr-1758	202	24	”	"	PUNCT
cblr-1758	202	25	)	)	PUNCT
cblr-1758	202	26	,	,	PUNCT
cblr-1758	202	27	dates	date	VERB
cblr-1758	202	28	back	back	ADV
cblr-1758	202	29	to	to	ADP
cblr-1758	202	30	1936.43	1936.43	NUM
cblr-1758	202	31	the	the	DET
cblr-1758	202	32	primary	primary	ADJ
cblr-1758	202	33	objectives	objective	NOUN
cblr-1758	202	34	of	of	ADP
cblr-1758	202	35	the	the	DET
cblr-1758	202	36	cea	cea	PROPN
cblr-1758	202	37	include	include	VERB
cblr-1758	202	38	reducing	reduce	VERB
cblr-1758	202	39	systemic	systemic	ADJ
cblr-1758	202	40	risk,44	risk,44	NOUN
cblr-1758	202	41	preventing	prevent	VERB
cblr-1758	202	42	fraud,45	fraud,45	NOUN
cblr-1758	202	43	and	and	CCONJ
cblr-1758	202	44	computer	computer	NOUN
cblr-1758	202	45	-	-	PUNCT
cblr-1758	202	46	mediated	mediate	VERB
cblr-1758	202	47	counterpart	counterpart	NOUN
cblr-1758	202	48	of	of	ADP
cblr-1758	202	49	an	an	DET
cblr-1758	202	50	object	object	NOUN
cblr-1758	202	51	that	that	PRON
cblr-1758	202	52	exists	exist	VERB
cblr-1758	202	53	in	in	ADP
cblr-1758	202	54	the	the	DET
cblr-1758	202	55	physical	physical	ADJ
cblr-1758	202	56	world	world	NOUN
cblr-1758	202	57	.	.	PUNCT
cblr-1758	202	58	”	"	PUNCT
cblr-1758	203	1	see	see	VERB
cblr-1758	203	2	digital	digital	PROPN
cblr-1758	203	3	,	,	PUNCT
cblr-1758	203	4	merriam	merriam	PROPN
cblr-1758	203	5	-	-	PUNCT
cblr-1758	203	6	webster	webster	PROPN
cblr-1758	203	7	dictionary	dictionary	PROPN
cblr-1758	203	8	online	online	PROPN
cblr-1758	203	9	,	,	PUNCT
cblr-1758	203	10	http://www	http://www	PROPN
cblr-1758	203	11	.	.	PUNCT
cblr-1758	204	1	merriam-webster.com/dictionary/digital	merriam-webster.com/dictionary/digital	ADJ
cblr-1758	204	2	,	,	PUNCT
cblr-1758	204	3	archived	archive	VERB
cblr-1758	204	4	at	at	ADP
cblr-1758	204	5	http://perma.cc/9sfddslh	http://perma.cc/9sfddslh	PROPN
cblr-1758	204	6	;	;	PUNCT
cblr-1758	204	7	digital	digital	PROPN
cblr-1758	204	8	,	,	PUNCT
cblr-1758	204	9	oxford	oxford	PROPN
cblr-1758	204	10	english	english	PROPN
cblr-1758	204	11	dictionary	dictionary	PROPN
cblr-1758	204	12	online	online	ADV
cblr-1758	204	13	,	,	PUNCT
cblr-1758	204	14	http://www.oed.com/view/entry/52611	http://www.oed.com/view/entry/52611	PROPN
cblr-1758	204	15	,	,	PUNCT
cblr-1758	204	16	archived	archive	VERB
cblr-1758	204	17	at	at	ADP
cblr-1758	204	18	http://perma.cc/v2axt59	http://perma.cc/v2axt59	PROPN
cblr-1758	204	19	m.	m.	NOUN
cblr-1758	204	20	42	42	NUM
cblr-1758	204	21	“	"	PUNCT
cblr-1758	204	22	an	an	DET
cblr-1758	204	23	‘	'	PUNCT
cblr-1758	204	24	intermediary	intermediary	NOUN
cblr-1758	204	25	’	'	PUNCT
cblr-1758	204	26	is	be	AUX
cblr-1758	204	27	a	a	DET
cblr-1758	204	28	person	person	NOUN
cblr-1758	204	29	or	or	CCONJ
cblr-1758	204	30	firm	firm	NOUN
cblr-1758	204	31	who	who	PRON
cblr-1758	204	32	acts	act	VERB
cblr-1758	204	33	on	on	ADP
cblr-1758	204	34	behalf	behalf	NOUN
cblr-1758	204	35	of	of	ADP
cblr-1758	204	36	another	another	DET
cblr-1758	204	37	person	person	NOUN
cblr-1758	204	38	in	in	ADP
cblr-1758	204	39	connection	connection	NOUN
cblr-1758	204	40	with	with	ADP
cblr-1758	204	41	futures	future	NOUN
cblr-1758	204	42	trading	trading	NOUN
cblr-1758	204	43	.	.	PUNCT
cblr-1758	204	44	”	"	PUNCT
cblr-1758	205	1	intermediaries	intermediary	NOUN
cblr-1758	205	2	,	,	PUNCT
cblr-1758	205	3	cftc.gov	cftc.gov	X
cblr-1758	205	4	,	,	PUNCT
cblr-1758	205	5	http://www.cftc.gov/industryoversight/intermediaries/registration	http://www.cftc.gov/industryoversight/intermediaries/registration	NOUN
cblr-1758	205	6	,	,	PUNCT
cblr-1758	205	7	archived	archive	VERB
cblr-1758	205	8	at	at	ADP
cblr-1758	205	9	http://perma.cc/e9e7-qr78	http://perma.cc/e9e7-qr78	PROPN
cblr-1758	205	10	;	;	PUNCT
cblr-1758	205	11	see	see	VERB
cblr-1758	205	12	also	also	ADV
cblr-1758	205	13	intermediary	intermediary	NOUN
cblr-1758	205	14	,	,	PUNCT
cblr-1758	205	15	cftc	cftc	PROPN
cblr-1758	205	16	glossary	glossary	NOUN
cblr-1758	205	17	,	,	PUNCT
cblr-1758	205	18	http://www.cftc.gov/consumerprotection/educationcenter/	http://www.cftc.gov/consumerprotection/educationcenter/	PROPN
cblr-1758	205	19	cftcglossary	cftcglossary	NOUN
cblr-1758	205	20	/	/	SYM
cblr-1758	205	21	index.htm#i	index.htm#i	NOUN
cblr-1758	205	22	,	,	PUNCT
cblr-1758	205	23	archived	archive	VERB
cblr-1758	205	24	at	at	ADP
cblr-1758	205	25	http://perma.cc/b8fu-e8se	http://perma.cc/b8fu-e8se	PROPN
cblr-1758	205	26	.	.	PUNCT
cblr-1758	206	1	43	43	NUM
cblr-1758	207	1	the	the	DET
cblr-1758	207	2	commodity	commodity	NOUN
cblr-1758	207	3	exchange	exchange	PROPN
cblr-1758	207	4	act	act	PROPN
cblr-1758	207	5	,	,	PUNCT
cblr-1758	207	6	pub	pub	NOUN
cblr-1758	207	7	.	.	PUNCT
cblr-1758	208	1	l.	l.	PROPN
cblr-1758	208	2	no	no	INTJ
cblr-1758	208	3	.	.	PROPN
cblr-1758	209	1	74	74	NUM
cblr-1758	209	2	-	-	SYM
cblr-1758	209	3	675	675	NUM
cblr-1758	209	4	,	,	PUNCT
cblr-1758	209	5	49	49	NUM
cblr-1758	209	6	stat	stat	NOUN
cblr-1758	209	7	.	.	PUNCT
cblr-1758	210	1	1491	1491	NUM
cblr-1758	210	2	(	(	PUNCT
cblr-1758	210	3	1936	1936	NUM
cblr-1758	210	4	)	)	PUNCT
cblr-1758	210	5	(	(	PUNCT
cblr-1758	210	6	codified	codify	VERB
cblr-1758	210	7	as	as	SCONJ
cblr-1758	210	8	amended	amend	VERB
cblr-1758	210	9	in	in	ADP
cblr-1758	210	10	7	7	NUM
cblr-1758	210	11	u.s.c	u.s.c	ADJ
cblr-1758	210	12	.	.	PUNCT
cblr-1758	211	1	§	§	PROPN
cblr-1758	211	2	§	§	PROPN
cblr-1758	211	3	1–27	1–27	PROPN
cblr-1758	211	4	)	)	PUNCT
cblr-1758	211	5	.	.	PUNCT
cblr-1758	212	1	the	the	DET
cblr-1758	212	2	cea	cea	PROPN
cblr-1758	212	3	primarily	primarily	ADV
cblr-1758	212	4	updated	update	VERB
cblr-1758	212	5	the	the	DET
cblr-1758	212	6	previous	previous	ADJ
cblr-1758	212	7	statute	statute	NOUN
cblr-1758	212	8	that	that	PRON
cblr-1758	212	9	governed	govern	VERB
cblr-1758	212	10	the	the	DET
cblr-1758	212	11	futures	future	NOUN
cblr-1758	212	12	markets	market	NOUN
cblr-1758	212	13	,	,	PUNCT
cblr-1758	212	14	which	which	PRON
cblr-1758	212	15	was	be	AUX
cblr-1758	212	16	the	the	DET
cblr-1758	212	17	grain	grain	NOUN
cblr-1758	212	18	futures	future	NOUN
cblr-1758	212	19	act	act	NOUN
cblr-1758	212	20	of	of	ADP
cblr-1758	212	21	1922	1922	NUM
cblr-1758	212	22	.	.	PUNCT
cblr-1758	213	1	see	see	VERB
cblr-1758	213	2	lydie	lydie	PROPN
cblr-1758	213	3	nadia	nadia	PROPN
cblr-1758	213	4	cabrera	cabrera	PROPN
cblr-1758	213	5	pierre	pierre	PROPN
cblr-1758	213	6	-	-	PUNCT
cblr-1758	213	7	louis	louis	NOUN
cblr-1758	213	8	,	,	PUNCT
cblr-1758	213	9	controlling	control	VERB
cblr-1758	213	10	a	a	DET
cblr-1758	213	11	financial	financial	ADJ
cblr-1758	213	12	jurassic	jurassic	PROPN
cblr-1758	213	13	park	park	NOUN
cblr-1758	213	14	:	:	PUNCT
cblr-1758	213	15	obtaining	obtain	VERB
cblr-1758	213	16	jurisdiction	jurisdiction	NOUN
cblr-1758	213	17	over	over	ADP
cblr-1758	213	18	derivatives	derivative	NOUN
cblr-1758	213	19	by	by	ADP
cblr-1758	213	20	regulating	regulate	VERB
cblr-1758	213	21	illegal	illegal	ADJ
cblr-1758	213	22	foreign	foreign	ADJ
cblr-1758	213	23	currency	currency	NOUN
cblr-1758	213	24	boiler	boiler	NOUN
cblr-1758	213	25	rooms	room	NOUN
cblr-1758	213	26	,	,	PUNCT
cblr-1758	213	27	8	8	NUM
cblr-1758	213	28	u.c	u.c	PROPN
cblr-1758	213	29	.	.	PROPN
cblr-1758	213	30	davis	davis	PROPN
cblr-1758	213	31	bus	bus	PROPN
cblr-1758	213	32	.	.	PUNCT
cblr-1758	214	1	l.j	l.j	PROPN
cblr-1758	214	2	.	.	PROPN
cblr-1758	214	3	35	35	NUM
cblr-1758	214	4	,	,	PUNCT
cblr-1758	214	5	49–50	49–50	NUM
cblr-1758	214	6	(	(	PUNCT
cblr-1758	214	7	2007	2007	NUM
cblr-1758	214	8	)	)	PUNCT
cblr-1758	214	9	.	.	PUNCT
cblr-1758	215	1	44	44	NUM
cblr-1758	215	2	systemic	systemic	ADJ
cblr-1758	215	3	risk	risk	NOUN
cblr-1758	215	4	is	be	AUX
cblr-1758	215	5	the	the	DET
cblr-1758	215	6	risk	risk	NOUN
cblr-1758	215	7	that	that	SCONJ
cblr-1758	215	8	the	the	DET
cblr-1758	215	9	failure	failure	NOUN
cblr-1758	215	10	of	of	ADP
cblr-1758	215	11	one	one	NUM
cblr-1758	215	12	significant	significant	ADJ
cblr-1758	215	13	financial	financial	ADJ
cblr-1758	215	14	institution	institution	NOUN
cblr-1758	215	15	can	can	AUX
cblr-1758	215	16	cause	cause	VERB
cblr-1758	215	17	or	or	CCONJ
cblr-1758	215	18	significantly	significantly	ADV
cblr-1758	215	19	contribute	contribute	VERB
cblr-1758	215	20	to	to	ADP
cblr-1758	215	21	the	the	DET
cblr-1758	215	22	failure	failure	NOUN
cblr-1758	215	23	of	of	ADP
cblr-1758	215	24	other	other	ADJ
cblr-1758	215	25	significant	significant	ADJ
cblr-1758	215	26	financial	financial	ADJ
cblr-1758	215	27	institutions	institution	NOUN
cblr-1758	215	28	as	as	ADP
cblr-1758	215	29	a	a	DET
cblr-1758	215	30	result	result	NOUN
cblr-1758	215	31	of	of	ADP
cblr-1758	215	32	their	their	PRON
cblr-1758	215	33	linkages	linkage	NOUN
cblr-1758	215	34	to	to	ADP
cblr-1758	215	35	each	each	DET
cblr-1758	215	36	other	other	ADJ
cblr-1758	215	37	.	.	PUNCT
cblr-1758	216	1	systemic	systemic	ADJ
cblr-1758	216	2	risk	risk	NOUN
cblr-1758	216	3	can	can	AUX
cblr-1758	216	4	also	also	ADV
cblr-1758	216	5	be	be	AUX
cblr-1758	216	6	defined	define	VERB
cblr-1758	216	7	to	to	PART
cblr-1758	216	8	include	include	VERB
cblr-1758	216	9	the	the	DET
cblr-1758	216	10	possibility	possibility	NOUN
cblr-1758	216	11	that	that	SCONJ
cblr-1758	216	12	one	one	NUM
cblr-1758	216	13	exogenous	exogenous	ADJ
cblr-1758	216	14	shock	shock	NOUN
cblr-1758	216	15	may	may	AUX
cblr-1758	216	16	simultaneously	simultaneously	ADV
cblr-1758	216	17	cause	cause	VERB
cblr-1758	216	18	or	or	CCONJ
cblr-1758	216	19	contribute	contribute	VERB
cblr-1758	216	20	to	to	ADP
cblr-1758	216	21	the	the	DET
cblr-1758	216	22	failure	failure	NOUN
cblr-1758	216	23	of	of	ADP
cblr-1758	216	24	multiple	multiple	ADJ
cblr-1758	216	25	significant	significant	ADJ
cblr-1758	216	26	financial	financial	ADJ
cblr-1758	216	27	institutions	institution	NOUN
cblr-1758	216	28	.	.	PUNCT
cblr-1758	217	1	hal	hal	PROPN
cblr-1758	217	2	s.	s.	PROPN
cblr-1758	217	3	scott	scott	PROPN
cblr-1758	217	4	,	,	PUNCT
cblr-1758	217	5	the	the	DET
cblr-1758	217	6	reduction	reduction	NOUN
cblr-1758	217	7	of	of	ADP
cblr-1758	217	8	systemic	systemic	ADJ
cblr-1758	217	9	risk	risk	NOUN
cblr-1758	217	10	in	in	ADP
cblr-1758	217	11	the	the	DET
cblr-1758	217	12	united	united	PROPN
cblr-1758	217	13	states	states	PROPN
cblr-1758	217	14	financial	financial	ADJ
cblr-1758	217	15	system	system	NOUN
cblr-1758	217	16	,	,	PUNCT
cblr-1758	217	17	33	33	NUM
cblr-1758	217	18	harv	harv	NOUN
cblr-1758	217	19	.	.	PUNCT
cblr-1758	218	1	j.l	j.l	PROPN
cblr-1758	218	2	.	.	PROPN
cblr-1758	218	3	&	&	CCONJ
cblr-1758	218	4	pub	pub	PROPN
cblr-1758	218	5	.	.	PUNCT
cblr-1758	219	1	pol’y	pol’y	NOUN
cblr-1758	219	2	671	671	NUM
cblr-1758	219	3	,	,	PUNCT
cblr-1758	219	4	673	673	NUM
cblr-1758	219	5	(	(	PUNCT
cblr-1758	219	6	2010	2010	NUM
cblr-1758	219	7	)	)	PUNCT
cblr-1758	219	8	.	.	PUNCT
cblr-1758	220	1	see	see	VERB
cblr-1758	220	2	e.g.	e.g.	ADV
cblr-1758	220	3	,	,	PUNCT
cblr-1758	220	4	cea	cea	PROPN
cblr-1758	220	5	§	§	PROPN
cblr-1758	220	6	5b(f)(1	5b(f)(1	PROPN
cblr-1758	220	7	)	)	PUNCT
cblr-1758	220	8	,	,	PUNCT
cblr-1758	220	9	7	7	NUM
cblr-1758	220	10	u.s.c	u.s.c	ADJ
cblr-1758	220	11	.	.	PUNCT
cblr-1758	221	1	§	§	PROPN
cblr-1758	221	2	7a-1(f)(1	7a-1(f)(1	PROPN
cblr-1758	221	3	)	)	PUNCT
cblr-1758	221	4	(	(	PUNCT
cblr-1758	221	5	2012	2012	NUM
cblr-1758	221	6	)	)	PUNCT
cblr-1758	221	7	(	(	PUNCT
cblr-1758	221	8	beginning	begin	VERB
cblr-1758	221	9	,	,	PUNCT
cblr-1758	221	10	“	"	PUNCT
cblr-1758	221	11	in	in	ADP
cblr-1758	221	12	order	order	NOUN
cblr-1758	221	13	to	to	PART
cblr-1758	221	14	minimize	minimize	VERB
cblr-1758	221	15	systemic	systemic	ADJ
cblr-1758	221	16	risk	risk	NOUN
cblr-1758	221	17	.	.	PUNCT
cblr-1758	221	18	.	.	PUNCT
cblr-1758	221	19	.	.	PUNCT
cblr-1758	221	20	”	"	PUNCT
cblr-1758	221	21	)	)	PUNCT
cblr-1758	221	22	.	.	PUNCT
cblr-1758	222	1	45	45	NUM
cblr-1758	222	2	the	the	DET
cblr-1758	222	3	cea	cea	PROPN
cblr-1758	222	4	has	have	VERB
cblr-1758	222	5	several	several	ADJ
cblr-1758	222	6	antifraud	antifraud	NOUN
cblr-1758	222	7	provisions	provision	NOUN
cblr-1758	222	8	.	.	PUNCT
cblr-1758	223	1	see	see	VERB
cblr-1758	223	2	,	,	PUNCT
cblr-1758	223	3	e.g.	e.g.	ADV
cblr-1758	223	4	,	,	PUNCT
cblr-1758	223	5	cea	cea	PROPN
cblr-1758	223	6	§	§	PROPN
cblr-1758	223	7	§	§	PROPN
cblr-1758	223	8	4b	4b	PROPN
cblr-1758	223	9	,	,	PUNCT
cblr-1758	223	10	4o	4o	NUM
cblr-1758	223	11	,	,	PUNCT
cblr-1758	223	12	7	7	NUM
cblr-1758	223	13	u.s.c	u.s.c	NOUN
cblr-1758	223	14	.	.	PUNCT
cblr-1758	224	1	§	§	PROPN
cblr-1758	224	2	§	§	PROPN
cblr-1758	224	3	6b	6b	NOUN
cblr-1758	224	4	,	,	PUNCT
cblr-1758	224	5	6o	6o	NUM
cblr-1758	224	6	(	(	PUNCT
cblr-1758	224	7	2012	2012	NUM
cblr-1758	224	8	)	)	PUNCT
cblr-1758	224	9	.	.	PUNCT
cblr-1758	225	1	scopino	scopino	PROPN
cblr-1758	225	2	–	–	PUNCT
cblr-1758	226	1	final	final	ADJ
cblr-1758	226	2	454	454	NUM
cblr-1758	226	3	columbia	columbia	PROPN
cblr-1758	226	4	business	business	NOUN
cblr-1758	226	5	law	law	PROPN
cblr-1758	226	6	review	review	NOUN
cblr-1758	226	7	[	[	X
cblr-1758	226	8	vol	vol	NOUN
cblr-1758	226	9	.	.	NOUN
cblr-1758	226	10	2015	2015	NUM
cblr-1758	226	11	eliminating	eliminate	VERB
cblr-1758	226	12	abusive	abusive	ADJ
cblr-1758	226	13	trading	trading	NOUN
cblr-1758	226	14	practices	practice	NOUN
cblr-1758	226	15	and	and	CCONJ
cblr-1758	226	16	market	market	NOUN
cblr-1758	226	17	manipulation	manipulation	NOUN
cblr-1758	226	18	in	in	ADP
cblr-1758	226	19	the	the	DET
cblr-1758	226	20	derivatives	derivative	NOUN
cblr-1758	226	21	markets.46	markets.46	NOUN
cblr-1758	226	22	the	the	DET
cblr-1758	226	23	cea	cea	PROPN
cblr-1758	226	24	currently	currently	ADV
cblr-1758	226	25	requires	require	VERB
cblr-1758	226	26	specific	specific	ADJ
cblr-1758	226	27	categories	category	NOUN
cblr-1758	226	28	of	of	ADP
cblr-1758	226	29	market	market	NOUN
cblr-1758	226	30	intermediaries	intermediary	NOUN
cblr-1758	226	31	,	,	PUNCT
cblr-1758	226	32	such	such	ADJ
cblr-1758	226	33	as	as	ADP
cblr-1758	226	34	futures	future	NOUN
cblr-1758	226	35	commission	commission	NOUN
cblr-1758	226	36	merchants	merchant	NOUN
cblr-1758	226	37	(	(	PUNCT
cblr-1758	226	38	i.e.	i.e.	X
cblr-1758	226	39	,	,	PUNCT
cblr-1758	226	40	futures	future	NOUN
cblr-1758	226	41	brokers	broker	NOUN
cblr-1758	226	42	,	,	PUNCT
cblr-1758	226	43	or	or	CCONJ
cblr-1758	226	44	“	"	PUNCT
cblr-1758	226	45	fcms”),47	fcms”),47	ADJ
cblr-1758	226	46	commodity	commodity	NOUN
cblr-1758	226	47	trading	trading	NOUN
cblr-1758	226	48	advisors,48	advisors,48	NOUN
cblr-1758	226	49	commodity	commodity	NOUN
cblr-1758	226	50	pool	pool	NOUN
cblr-1758	226	51	operators,49	operators,49	NOUN
cblr-1758	226	52	and	and	CCONJ
cblr-1758	226	53	their	their	PRON
cblr-1758	226	54	associated	associated	ADJ
cblr-1758	226	55	persons	person	NOUN
cblr-1758	226	56	(	(	PUNCT
cblr-1758	226	57	“	"	PUNCT
cblr-1758	226	58	aps”),50	aps”),50	PRON
cblr-1758	226	59	to	to	PART
cblr-1758	226	60	register	register	VERB
cblr-1758	226	61	with	with	ADP
cblr-1758	226	62	the	the	DET
cblr-1758	226	63	u.s	u.s	PROPN
cblr-1758	226	64	.	.	PROPN
cblr-1758	226	65	commodity	commodity	PROPN
cblr-1758	226	66	futures	futures	PROPN
cblr-1758	226	67	trading	trading	NOUN
cblr-1758	226	68	commission	commission	NOUN
cblr-1758	226	69	(	(	PUNCT
cblr-1758	226	70	“	"	PUNCT
cblr-1758	226	71	cftc”).51	cftc”).51	X
cblr-1758	226	72	compulsory	compulsory	ADJ
cblr-1758	226	73	registration	registration	NOUN
cblr-1758	226	74	46	46	NUM
cblr-1758	226	75	commodity	commodity	NOUN
cblr-1758	226	76	futures	future	NOUN
cblr-1758	226	77	trading	trading	NOUN
cblr-1758	226	78	comm’n	comm’n	NOUN
cblr-1758	226	79	,	,	PUNCT
cblr-1758	226	80	president	president	NOUN
cblr-1758	226	81	’s	’s	PART
cblr-1758	226	82	budget	budget	NOUN
cblr-1758	226	83	and	and	CCONJ
cblr-1758	226	84	performance	performance	NOUN
cblr-1758	226	85	plan	plan	NOUN
cblr-1758	226	86	,	,	PUNCT
cblr-1758	226	87	fiscal	fiscal	ADJ
cblr-1758	226	88	year	year	NOUN
cblr-1758	226	89	2015	2015	NUM
cblr-1758	226	90	at	at	ADP
cblr-1758	226	91	1	1	NUM
cblr-1758	226	92	(	(	PUNCT
cblr-1758	226	93	mar	mar	PROPN
cblr-1758	226	94	.	.	PROPN
cblr-1758	226	95	2014	2014	NUM
cblr-1758	226	96	)	)	PUNCT
cblr-1758	226	97	,	,	PUNCT
cblr-1758	226	98	http://www.cftc.gov/ucm/groups/public/@newsroom/documents/file/cftcbudg	http://www.cftc.gov/ucm/groups/public/@newsroom/documents/file/cftcbudg	X
cblr-1758	226	99	et2015.pdf	et2015.pdf	PROPN
cblr-1758	226	100	,	,	PUNCT
cblr-1758	226	101	archived	archive	VERB
cblr-1758	226	102	at	at	ADP
cblr-1758	226	103	http://perma.cc/47q8-edh6	http://perma.cc/47q8-edh6	PROPN
cblr-1758	226	104	[	[	X
cblr-1758	226	105	hereinafter	hereinafter	NOUN
cblr-1758	226	106	cftc	cftc	PROPN
cblr-1758	226	107	fy2015	fy2015	PROPN
cblr-1758	226	108	budget	budget	PROPN
cblr-1758	226	109	plan	plan	PROPN
cblr-1758	226	110	]	]	PUNCT
cblr-1758	226	111	.	.	PUNCT
cblr-1758	227	1	see	see	VERB
cblr-1758	227	2	jerry	jerry	PROPN
cblr-1758	227	3	w.	w.	PROPN
cblr-1758	227	4	markham	markham	PROPN
cblr-1758	227	5	,	,	PUNCT
cblr-1758	227	6	manipulation	manipulation	NOUN
cblr-1758	227	7	of	of	ADP
cblr-1758	227	8	commodity	commodity	NOUN
cblr-1758	227	9	futures	future	NOUN
cblr-1758	227	10	prices	price	NOUN
cblr-1758	227	11	—	—	PUNCT
cblr-1758	227	12	the	the	DET
cblr-1758	227	13	unprosecutable	unprosecutable	ADJ
cblr-1758	227	14	crime	crime	NOUN
cblr-1758	227	15	,	,	PUNCT
cblr-1758	227	16	8	8	NUM
cblr-1758	227	17	yale	yale	PROPN
cblr-1758	227	18	j.	j.	PROPN
cblr-1758	227	19	on	on	ADP
cblr-1758	227	20	reg	reg	PROPN
cblr-1758	227	21	.	.	PUNCT
cblr-1758	228	1	281	281	NUM
cblr-1758	228	2	,	,	PUNCT
cblr-1758	229	1	281–83	281–83	NUM
cblr-1758	229	2	(	(	PUNCT
cblr-1758	229	3	1991	1991	NUM
cblr-1758	229	4	)	)	PUNCT
cblr-1758	229	5	.	.	PUNCT
cblr-1758	230	1	47	47	NUM
cblr-1758	230	2	cea	cea	PROPN
cblr-1758	230	3	§	§	PROPN
cblr-1758	230	4	1a(28	1a(28	NUM
cblr-1758	230	5	)	)	PUNCT
cblr-1758	230	6	,	,	PUNCT
cblr-1758	230	7	7	7	NUM
cblr-1758	230	8	u.s.c	u.s.c	ADJ
cblr-1758	230	9	.	.	PUNCT
cblr-1758	231	1	§	§	PROPN
cblr-1758	231	2	1a(28	1a(28	NUM
cblr-1758	231	3	)	)	PUNCT
cblr-1758	231	4	(	(	PUNCT
cblr-1758	231	5	2012	2012	NUM
cblr-1758	231	6	)	)	PUNCT
cblr-1758	231	7	(	(	PUNCT
cblr-1758	231	8	defining	define	VERB
cblr-1758	231	9	“	"	PUNCT
cblr-1758	231	10	fcm	fcm	X
cblr-1758	231	11	”	"	PUNCT
cblr-1758	231	12	)	)	PUNCT
cblr-1758	231	13	.	.	PUNCT
cblr-1758	232	1	“	"	PUNCT
cblr-1758	232	2	the	the	PRON
cblr-1758	232	3	[	[	X
cblr-1758	232	4	fcm	fcm	X
cblr-1758	232	5	]	]	X
cblr-1758	232	6	,	,	PUNCT
cblr-1758	232	7	if	if	SCONJ
cblr-1758	232	8	in	in	ADP
cblr-1758	232	9	the	the	DET
cblr-1758	232	10	securities	security	NOUN
cblr-1758	232	11	business	business	NOUN
cblr-1758	232	12	,	,	PUNCT
cblr-1758	232	13	would	would	AUX
cblr-1758	232	14	probably	probably	ADV
cblr-1758	232	15	be	be	AUX
cblr-1758	232	16	called	call	VERB
cblr-1758	232	17	a	a	DET
cblr-1758	232	18	brokerage	brokerage	NOUN
cblr-1758	232	19	house	house	NOUN
cblr-1758	232	20	.	.	PUNCT
cblr-1758	232	21	.	.	PUNCT
cblr-1758	232	22	.	.	PUNCT
cblr-1758	232	23	.	.	PUNCT
cblr-1758	233	1	a	a	DET
cblr-1758	233	2	person	person	NOUN
cblr-1758	233	3	wishing	wish	VERB
cblr-1758	233	4	to	to	PART
cblr-1758	233	5	trade	trade	VERB
cblr-1758	233	6	on	on	ADP
cblr-1758	233	7	the	the	DET
cblr-1758	233	8	cftc	cftc	NOUN
cblr-1758	233	9	-	-	PUNCT
cblr-1758	233	10	regulated	regulate	VERB
cblr-1758	233	11	markets	market	NOUN
cblr-1758	233	12	may	may	AUX
cblr-1758	233	13	open	open	VERB
cblr-1758	233	14	an	an	DET
cblr-1758	233	15	account	account	NOUN
cblr-1758	233	16	at	at	ADP
cblr-1758	233	17	a	a	DET
cblr-1758	233	18	[	[	X
cblr-1758	233	19	fcm	fcm	X
cblr-1758	233	20	]	]	X
cblr-1758	233	21	.	.	PUNCT
cblr-1758	233	22	.	.	PUNCT
cblr-1758	233	23	.	.	PUNCT
cblr-1758	233	24	.	.	PUNCT
cblr-1758	234	1	trading	trading	NOUN
cblr-1758	234	2	orders	order	NOUN
cblr-1758	234	3	are	be	AUX
cblr-1758	234	4	given	give	VERB
cblr-1758	234	5	by	by	ADP
cblr-1758	234	6	the	the	DET
cblr-1758	234	7	customer	customer	NOUN
cblr-1758	234	8	,	,	PUNCT
cblr-1758	234	9	directly	directly	ADV
cblr-1758	234	10	or	or	CCONJ
cblr-1758	234	11	indirectly	indirectly	ADV
cblr-1758	234	12	,	,	PUNCT
cblr-1758	234	13	to	to	ADP
cblr-1758	234	14	the	the	DET
cblr-1758	234	15	fcm	fcm	PROPN
cblr-1758	234	16	.	.	PUNCT
cblr-1758	234	17	.	.	PUNCT
cblr-1758	234	18	.	.	PUNCT
cblr-1758	234	19	.	.	PUNCT
cblr-1758	234	20	”	"	PUNCT
cblr-1758	235	1	1	1	NUM
cblr-1758	235	2	philip	philip	PROPN
cblr-1758	235	3	mcbride	mcbride	PROPN
cblr-1758	235	4	johnson	johnson	PROPN
cblr-1758	235	5	&	&	CCONJ
cblr-1758	235	6	thomas	thomas	PROPN
cblr-1758	235	7	lee	lee	PROPN
cblr-1758	235	8	hazen	hazen	PROPN
cblr-1758	235	9	,	,	PUNCT
cblr-1758	235	10	derivatives	derivative	NOUN
cblr-1758	235	11	regulation	regulation	NOUN
cblr-1758	235	12	§	§	PROPN
cblr-1758	235	13	1.06[1	1.06[1	NUM
cblr-1758	235	14	]	]	PUNCT
cblr-1758	235	15	,	,	PUNCT
cblr-1758	235	16	at	at	ADP
cblr-1758	235	17	195–96	195–96	PROPN
cblr-1758	235	18	(	(	PUNCT
cblr-1758	235	19	3d	3d	NUM
cblr-1758	235	20	ed	ed	NOUN
cblr-1758	235	21	.	.	PROPN
cblr-1758	235	22	2004	2004	NUM
cblr-1758	235	23	)	)	PUNCT
cblr-1758	235	24	.	.	PUNCT
cblr-1758	236	1	48	48	NUM
cblr-1758	236	2	cea	cea	PROPN
cblr-1758	236	3	§	§	PROPN
cblr-1758	236	4	1a(12	1a(12	PROPN
cblr-1758	236	5	)	)	PUNCT
cblr-1758	236	6	,	,	PUNCT
cblr-1758	236	7	7	7	NUM
cblr-1758	236	8	u.s.c	u.s.c	ADJ
cblr-1758	236	9	.	.	PUNCT
cblr-1758	237	1	§	§	PROPN
cblr-1758	237	2	1a(12	1a(12	PROPN
cblr-1758	237	3	)	)	PUNCT
cblr-1758	237	4	(	(	PUNCT
cblr-1758	237	5	2012	2012	NUM
cblr-1758	237	6	)	)	PUNCT
cblr-1758	237	7	(	(	PUNCT
cblr-1758	237	8	defining	define	VERB
cblr-1758	237	9	“	"	PUNCT
cblr-1758	237	10	commodity	commodity	NOUN
cblr-1758	237	11	trading	trading	NOUN
cblr-1758	237	12	advisor	advisor	NOUN
cblr-1758	237	13	”	"	PUNCT
cblr-1758	237	14	as	as	ADP
cblr-1758	237	15	,	,	PUNCT
cblr-1758	237	16	inter	inter	PROPN
cblr-1758	237	17	alia	alia	NOUN
cblr-1758	237	18	,	,	PUNCT
cblr-1758	237	19	any	any	DET
cblr-1758	237	20	person	person	NOUN
cblr-1758	237	21	who	who	PRON
cblr-1758	237	22	,	,	PUNCT
cblr-1758	237	23	for	for	ADP
cblr-1758	237	24	compensation	compensation	NOUN
cblr-1758	237	25	or	or	CCONJ
cblr-1758	237	26	profit	profit	NOUN
cblr-1758	237	27	,	,	PUNCT
cblr-1758	237	28	engages	engage	VERB
cblr-1758	237	29	in	in	ADP
cblr-1758	237	30	the	the	DET
cblr-1758	237	31	business	business	NOUN
cblr-1758	237	32	of	of	ADP
cblr-1758	237	33	advising	advise	VERB
cblr-1758	237	34	others	other	NOUN
cblr-1758	237	35	as	as	ADP
cblr-1758	237	36	to	to	ADP
cblr-1758	237	37	the	the	DET
cblr-1758	237	38	value	value	NOUN
cblr-1758	237	39	or	or	CCONJ
cblr-1758	237	40	advisability	advisability	NOUN
cblr-1758	237	41	of	of	ADP
cblr-1758	237	42	trading	trading	NOUN
cblr-1758	237	43	in	in	ADP
cblr-1758	237	44	any	any	DET
cblr-1758	237	45	futures	future	NOUN
cblr-1758	237	46	contract	contract	NOUN
cblr-1758	237	47	,	,	PUNCT
cblr-1758	237	48	commodity	commodity	NOUN
cblr-1758	237	49	option	option	NOUN
cblr-1758	237	50	,	,	PUNCT
cblr-1758	237	51	swap	swap	NOUN
cblr-1758	237	52	,	,	PUNCT
cblr-1758	237	53	or	or	CCONJ
cblr-1758	237	54	other	other	ADJ
cblr-1758	237	55	derivative	derivative	NOUN
cblr-1758	237	56	)	)	PUNCT
cblr-1758	237	57	.	.	PUNCT
cblr-1758	238	1	49	49	NUM
cblr-1758	238	2	cea	cea	PROPN
cblr-1758	238	3	§	§	PROPN
cblr-1758	238	4	1a(11	1a(11	NUM
cblr-1758	238	5	)	)	PUNCT
cblr-1758	238	6	,	,	PUNCT
cblr-1758	238	7	7	7	NUM
cblr-1758	238	8	u.s.c	u.s.c	NOUN
cblr-1758	238	9	.	.	PUNCT
cblr-1758	239	1	§	§	PROPN
cblr-1758	239	2	1a(11	1a(11	NUM
cblr-1758	239	3	)	)	PUNCT
cblr-1758	239	4	(	(	PUNCT
cblr-1758	239	5	2012	2012	NUM
cblr-1758	239	6	)	)	PUNCT
cblr-1758	239	7	(	(	PUNCT
cblr-1758	239	8	defining	define	VERB
cblr-1758	239	9	“	"	PUNCT
cblr-1758	239	10	cpo	cpo	NOUN
cblr-1758	239	11	”	"	PUNCT
cblr-1758	239	12	as	as	ADP
cblr-1758	239	13	“	"	PUNCT
cblr-1758	239	14	any	any	DET
cblr-1758	239	15	person	person	NOUN
cblr-1758	239	16	engaged	engage	VERB
cblr-1758	239	17	in	in	ADP
cblr-1758	239	18	a	a	DET
cblr-1758	239	19	business	business	NOUN
cblr-1758	239	20	that	that	PRON
cblr-1758	239	21	is	be	AUX
cblr-1758	239	22	of	of	ADP
cblr-1758	239	23	the	the	DET
cblr-1758	239	24	nature	nature	NOUN
cblr-1758	239	25	of	of	ADP
cblr-1758	239	26	a	a	DET
cblr-1758	239	27	commodity	commodity	NOUN
cblr-1758	239	28	pool	pool	NOUN
cblr-1758	239	29	,	,	PUNCT
cblr-1758	239	30	investment	investment	NOUN
cblr-1758	239	31	trust	trust	NOUN
cblr-1758	239	32	,	,	PUNCT
cblr-1758	239	33	syndicate	syndicate	NOUN
cblr-1758	239	34	,	,	PUNCT
cblr-1758	239	35	or	or	CCONJ
cblr-1758	239	36	similar	similar	ADJ
cblr-1758	239	37	form	form	NOUN
cblr-1758	239	38	of	of	ADP
cblr-1758	239	39	enterprise	enterprise	NOUN
cblr-1758	239	40	,	,	PUNCT
cblr-1758	239	41	and	and	CCONJ
cblr-1758	239	42	who	who	PRON
cblr-1758	239	43	,	,	PUNCT
cblr-1758	239	44	in	in	ADP
cblr-1758	239	45	connection	connection	NOUN
cblr-1758	239	46	[	[	X
cblr-1758	239	47	to	to	ADP
cblr-1758	239	48	that	that	DET
cblr-1758	239	49	business	business	NOUN
cblr-1758	239	50	]	]	PUNCT
cblr-1758	239	51	,	,	PUNCT
cblr-1758	239	52	solicits	solicit	NOUN
cblr-1758	239	53	,	,	PUNCT
cblr-1758	239	54	accepts	accept	VERB
cblr-1758	239	55	,	,	PUNCT
cblr-1758	239	56	or	or	CCONJ
cblr-1758	239	57	receives	receive	VERB
cblr-1758	239	58	[	[	PUNCT
cblr-1758	239	59	funds	fund	NOUN
cblr-1758	239	60	from	from	ADP
cblr-1758	239	61	others	other	NOUN
cblr-1758	239	62	]	]	PUNCT
cblr-1758	239	63	.	.	PUNCT
cblr-1758	239	64	.	.	PUNCT
cblr-1758	239	65	.	.	PUNCT
cblr-1758	240	1	for	for	ADP
cblr-1758	240	2	the	the	DET
cblr-1758	240	3	purpose	purpose	NOUN
cblr-1758	240	4	of	of	ADP
cblr-1758	240	5	trading	trading	NOUN
cblr-1758	240	6	in	in	ADP
cblr-1758	240	7	commodity	commodity	NOUN
cblr-1758	240	8	interests	interest	NOUN
cblr-1758	240	9	”	"	PUNCT
cblr-1758	240	10	)	)	PUNCT
cblr-1758	240	11	.	.	PUNCT
cblr-1758	241	1	50	50	NUM
cblr-1758	241	2	cftc	cftc	PROPN
cblr-1758	241	3	regulation	regulation	NOUN
cblr-1758	241	4	1.3(aa	1.3(aa	NUM
cblr-1758	241	5	)	)	PUNCT
cblr-1758	241	6	,	,	PUNCT
cblr-1758	241	7	17	17	NUM
cblr-1758	241	8	c.f.r	c.f.r	NOUN
cblr-1758	241	9	.	.	PUNCT
cblr-1758	242	1	§	§	PROPN
cblr-1758	242	2	1.3(aa	1.3(aa	NUM
cblr-1758	242	3	)	)	PUNCT
cblr-1758	242	4	(	(	PUNCT
cblr-1758	242	5	2013	2013	NUM
cblr-1758	242	6	)	)	PUNCT
cblr-1758	242	7	(	(	PUNCT
cblr-1758	242	8	defining	define	VERB
cblr-1758	242	9	“	"	PUNCT
cblr-1758	242	10	ap	ap	PROPN
cblr-1758	242	11	”	"	PUNCT
cblr-1758	242	12	as	as	ADP
cblr-1758	242	13	,	,	PUNCT
cblr-1758	242	14	generally	generally	ADV
cblr-1758	242	15	speaking	speak	VERB
cblr-1758	242	16	,	,	PUNCT
cblr-1758	242	17	a	a	DET
cblr-1758	242	18	human	human	NOUN
cblr-1758	242	19	—	—	PUNCT
cblr-1758	242	20	called	call	VERB
cblr-1758	242	21	a	a	DET
cblr-1758	242	22	“	"	PUNCT
cblr-1758	242	23	natural	natural	ADJ
cblr-1758	242	24	person	person	NOUN
cblr-1758	242	25	”	"	PUNCT
cblr-1758	242	26	in	in	ADP
cblr-1758	242	27	the	the	DET
cblr-1758	242	28	cftc	cftc	PROPN
cblr-1758	242	29	regulations	regulation	NOUN
cblr-1758	242	30	—	—	PUNCT
cblr-1758	242	31	who	who	PRON
cblr-1758	242	32	is	be	AUX
cblr-1758	242	33	the	the	DET
cblr-1758	242	34	agent	agent	NOUN
cblr-1758	242	35	of	of	ADP
cblr-1758	242	36	another	another	DET
cblr-1758	242	37	registrant	registrant	NOUN
cblr-1758	242	38	and	and	CCONJ
cblr-1758	242	39	who	who	PRON
cblr-1758	242	40	either	either	CCONJ
cblr-1758	242	41	solicits	solicit	VERB
cblr-1758	242	42	funds	fund	NOUN
cblr-1758	242	43	or	or	CCONJ
cblr-1758	242	44	trading	trading	NOUN
cblr-1758	242	45	orders	order	NOUN
cblr-1758	242	46	or	or	CCONJ
cblr-1758	242	47	who	who	PRON
cblr-1758	242	48	supervises	supervise	VERB
cblr-1758	242	49	those	those	PRON
cblr-1758	242	50	who	who	PRON
cblr-1758	242	51	do	do	VERB
cblr-1758	242	52	so	so	ADV
cblr-1758	242	53	)	)	PUNCT
cblr-1758	242	54	.	.	PUNCT
cblr-1758	243	1	51	51	NUM
cblr-1758	243	2	for	for	ADP
cblr-1758	243	3	the	the	DET
cblr-1758	243	4	specific	specific	ADJ
cblr-1758	243	5	registration	registration	NOUN
cblr-1758	243	6	requirements	requirement	NOUN
cblr-1758	243	7	,	,	PUNCT
cblr-1758	243	8	see	see	VERB
cblr-1758	243	9	cea	cea	PROPN
cblr-1758	243	10	§	§	PROPN
cblr-1758	243	11	§	§	PROPN
cblr-1758	243	12	4d	4d	NUM
cblr-1758	243	13	,	,	PUNCT
cblr-1758	243	14	4e	4e	NOUN
cblr-1758	243	15	,	,	PUNCT
cblr-1758	243	16	4f	4f	NUM
cblr-1758	243	17	,	,	PUNCT
cblr-1758	243	18	4k	4k	NOUN
cblr-1758	243	19	,	,	PUNCT
cblr-1758	243	20	4	4	NUM
cblr-1758	243	21	m	m	NOUN
cblr-1758	243	22	,	,	PUNCT
cblr-1758	243	23	4n	4n	NOUN
cblr-1758	243	24	,	,	PUNCT
cblr-1758	243	25	and	and	CCONJ
cblr-1758	243	26	4s	4s	NUM
cblr-1758	243	27	,	,	PUNCT
cblr-1758	243	28	7	7	NUM
cblr-1758	243	29	u.s.c	u.s.c	NOUN
cblr-1758	243	30	.	.	PUNCT
cblr-1758	244	1	§	§	PROPN
cblr-1758	244	2	§	§	PROPN
cblr-1758	244	3	6d	6d	NUM
cblr-1758	244	4	,	,	PUNCT
cblr-1758	244	5	6e	6e	NOUN
cblr-1758	244	6	,	,	PUNCT
cblr-1758	244	7	6f	6f	NUM
cblr-1758	244	8	,	,	PUNCT
cblr-1758	244	9	6k	6k	NOUN
cblr-1758	244	10	,	,	PUNCT
cblr-1758	244	11	6	6	NUM
cblr-1758	244	12	m	m	NOUN
cblr-1758	244	13	,	,	PUNCT
cblr-1758	244	14	6n	6n	NOUN
cblr-1758	244	15	,	,	PUNCT
cblr-1758	244	16	and	and	CCONJ
cblr-1758	244	17	6s	6s	NUM
cblr-1758	244	18	(	(	PUNCT
cblr-1758	244	19	2012	2012	NUM
cblr-1758	244	20	)	)	PUNCT
cblr-1758	244	21	.	.	PUNCT
cblr-1758	245	1	the	the	DET
cblr-1758	245	2	cftc	cftc	PROPN
cblr-1758	245	3	is	be	AUX
cblr-1758	245	4	analogous	analogous	ADJ
cblr-1758	245	5	to	to	ADP
cblr-1758	245	6	the	the	DET
cblr-1758	245	7	securities	securities	PROPN
cblr-1758	245	8	and	and	CCONJ
cblr-1758	245	9	exchange	exchange	PROPN
cblr-1758	245	10	commission	commission	PROPN
cblr-1758	245	11	(	(	PUNCT
cblr-1758	245	12	“	"	PUNCT
cblr-1758	245	13	sec	sec	PROPN
cblr-1758	245	14	”	"	PUNCT
cblr-1758	245	15	)	)	PUNCT
cblr-1758	245	16	,	,	PUNCT
cblr-1758	245	17	but	but	CCONJ
cblr-1758	245	18	regulates	regulate	VERB
cblr-1758	245	19	the	the	DET
cblr-1758	245	20	markets	market	NOUN
cblr-1758	245	21	for	for	ADP
cblr-1758	245	22	futures	future	NOUN
cblr-1758	245	23	,	,	PUNCT
cblr-1758	245	24	options	option	NOUN
cblr-1758	245	25	on	on	ADP
cblr-1758	245	26	futures	future	NOUN
cblr-1758	245	27	,	,	PUNCT
cblr-1758	245	28	commodity	commodity	NOUN
cblr-1758	245	29	options	option	NOUN
cblr-1758	245	30	,	,	PUNCT
cblr-1758	245	31	swaps	swap	NOUN
cblr-1758	245	32	,	,	PUNCT
cblr-1758	245	33	and	and	CCONJ
cblr-1758	245	34	certain	certain	ADJ
cblr-1758	245	35	other	other	ADJ
cblr-1758	245	36	derivatives	derivative	NOUN
cblr-1758	245	37	,	,	PUNCT
cblr-1758	245	38	rather	rather	ADV
cblr-1758	245	39	than	than	ADP
cblr-1758	245	40	securities	security	NOUN
cblr-1758	245	41	.	.	PUNCT
cblr-1758	246	1	see	see	VERB
cblr-1758	246	2	generally	generally	ADV
cblr-1758	246	3	2	2	NUM
cblr-1758	246	4	johnson	johnson	PROPN
cblr-1758	246	5	&	&	CCONJ
cblr-1758	246	6	hazen	hazen	PROPN
cblr-1758	246	7	,	,	PUNCT
cblr-1758	246	8	supra	supra	PROPN
cblr-1758	246	9	note	note	NOUN
cblr-1758	246	10	47	47	NUM
cblr-1758	246	11	,	,	PUNCT
cblr-1758	246	12	§	§	PROPN
cblr-1758	246	13	4.03	4.03	NUM
cblr-1758	246	14	,	,	PUNCT
cblr-1758	246	15	at	at	ADP
cblr-1758	246	16	944	944	NUM
cblr-1758	246	17	.	.	PUNCT
cblr-1758	246	18	scopino	scopino	PROPN
cblr-1758	246	19	–	–	PUNCT
cblr-1758	246	20	final	final	ADJ
cblr-1758	246	21	no	no	NOUN
cblr-1758	246	22	.	.	PUNCT
cblr-1758	247	1	2:439	2:439	NUM
cblr-1758	247	2	]	]	X
cblr-1758	247	3	the	the	DET
cblr-1758	247	4	second	second	ADJ
cblr-1758	247	5	machine	machine	NOUN
cblr-1758	247	6	age	age	NOUN
cblr-1758	247	7	455	455	NUM
cblr-1758	247	8	helps	help	VERB
cblr-1758	247	9	prevent	prevent	VERB
cblr-1758	247	10	fraud	fraud	NOUN
cblr-1758	247	11	,	,	PUNCT
cblr-1758	247	12	abusive	abusive	ADJ
cblr-1758	247	13	trading	trading	NOUN
cblr-1758	247	14	practices	practice	NOUN
cblr-1758	247	15	,	,	PUNCT
cblr-1758	247	16	and	and	CCONJ
cblr-1758	247	17	market	market	NOUN
cblr-1758	247	18	manipulation	manipulation	NOUN
cblr-1758	247	19	by	by	ADP
cblr-1758	247	20	derivative	derivative	ADJ
cblr-1758	247	21	trading	trading	NOUN
cblr-1758	247	22	professionals	professional	NOUN
cblr-1758	247	23	.	.	PUNCT
cblr-1758	248	1	in	in	ADP
cblr-1758	248	2	addition	addition	NOUN
cblr-1758	248	3	to	to	ADP
cblr-1758	248	4	complying	comply	VERB
cblr-1758	248	5	with	with	ADP
cblr-1758	248	6	numerous	numerous	ADJ
cblr-1758	248	7	regulatory	regulatory	ADJ
cblr-1758	248	8	requirements	requirement	NOUN
cblr-1758	248	9	,	,	PUNCT
cblr-1758	248	10	cftc	cftc	PROPN
cblr-1758	248	11	registrants	registrant	NOUN
cblr-1758	248	12	must	must	AUX
cblr-1758	248	13	undergo	undergo	VERB
cblr-1758	248	14	background	background	NOUN
cblr-1758	248	15	checks	check	NOUN
cblr-1758	248	16	to	to	PART
cblr-1758	248	17	ensure	ensure	VERB
cblr-1758	248	18	their	their	PRON
cblr-1758	248	19	fitness	fitness	NOUN
cblr-1758	248	20	for	for	ADP
cblr-1758	248	21	interacting	interact	VERB
cblr-1758	248	22	with	with	ADP
cblr-1758	248	23	customers	customer	NOUN
cblr-1758	248	24	and	and	CCONJ
cblr-1758	248	25	operating	operate	VERB
cblr-1758	248	26	in	in	ADP
cblr-1758	248	27	the	the	DET
cblr-1758	248	28	derivative	derivative	ADJ
cblr-1758	248	29	markets52	markets52	NOUN
cblr-1758	248	30	and	and	CCONJ
cblr-1758	248	31	,	,	PUNCT
cblr-1758	248	32	in	in	ADP
cblr-1758	248	33	some	some	DET
cblr-1758	248	34	instances	instance	NOUN
cblr-1758	248	35	,	,	PUNCT
cblr-1758	248	36	meet	meet	VERB
cblr-1758	248	37	proficiency	proficiency	NOUN
cblr-1758	248	38	requirements	requirement	NOUN
cblr-1758	248	39	by	by	ADP
cblr-1758	248	40	passing	pass	VERB
cblr-1758	248	41	an	an	DET
cblr-1758	248	42	industry	industry	NOUN
cblr-1758	248	43	examination53	examination53	NOUN
cblr-1758	248	44	or	or	CCONJ
cblr-1758	248	45	completing	complete	VERB
cblr-1758	248	46	ethics	ethic	NOUN
cblr-1758	248	47	training.54	training.54	INTJ
cblr-1758	248	48	generally	generally	ADV
cblr-1758	248	49	speaking	speak	VERB
cblr-1758	248	50	,	,	PUNCT
cblr-1758	248	51	the	the	DET
cblr-1758	248	52	cea	cea	PROPN
cblr-1758	248	53	and	and	CCONJ
cblr-1758	248	54	cftc	cftc	PROPN
cblr-1758	248	55	regulations	regulation	NOUN
cblr-1758	248	56	require	require	VERB
cblr-1758	248	57	registration	registration	NOUN
cblr-1758	248	58	for	for	ADP
cblr-1758	248	59	both	both	DET
cblr-1758	248	60	persons	person	NOUN
cblr-1758	248	61	who	who	PRON
cblr-1758	248	62	solicit	solicit	VERB
cblr-1758	248	63	customers	customer	NOUN
cblr-1758	248	64	and	and	CCONJ
cblr-1758	248	65	funds	fund	NOUN
cblr-1758	248	66	for	for	ADP
cblr-1758	248	67	the	the	DET
cblr-1758	248	68	purpose	purpose	NOUN
cblr-1758	248	69	of	of	ADP
cblr-1758	248	70	trading	trading	NOUN
cblr-1758	248	71	derivatives	derivative	NOUN
cblr-1758	248	72	as	as	ADV
cblr-1758	248	73	well	well	ADV
cblr-1758	248	74	as	as	ADP
cblr-1758	248	75	their	their	PRON
cblr-1758	248	76	supervisors.55	supervisors.55	NOUN
cblr-1758	248	77	as	as	ADV
cblr-1758	248	78	such	such	ADJ
cblr-1758	248	79	,	,	PUNCT
cblr-1758	248	80	many	many	ADJ
cblr-1758	248	81	hedge	hedge	NOUN
cblr-1758	248	82	funds56	funds56	NOUN
cblr-1758	248	83	fall	fall	VERB
cblr-1758	248	84	under	under	ADP
cblr-1758	248	85	the	the	DET
cblr-1758	248	86	cftc	cftc	PROPN
cblr-1758	248	87	’s	’s	PART
cblr-1758	248	88	regulatory	regulatory	ADJ
cblr-1758	248	89	authority.57	authority.57	NOUN
cblr-1758	248	90	it	it	PRON
cblr-1758	248	91	is	be	AUX
cblr-1758	248	92	critical	critical	ADJ
cblr-1758	248	93	to	to	PART
cblr-1758	248	94	note	note	VERB
cblr-1758	248	95	,	,	PUNCT
cblr-1758	248	96	however	however	ADV
cblr-1758	248	97	,	,	PUNCT
cblr-1758	248	98	that	that	SCONJ
cblr-1758	248	99	only	only	ADV
cblr-1758	248	100	humans	human	NOUN
cblr-1758	248	101	and	and	CCONJ
cblr-1758	248	102	business	business	NOUN
cblr-1758	248	103	organizations	organization	NOUN
cblr-1758	248	104	—	—	PUNCT
cblr-1758	248	105	not	not	PART
cblr-1758	248	106	computers	computer	NOUN
cblr-1758	248	107	or	or	CCONJ
cblr-1758	248	108	software	software	NOUN
cblr-1758	248	109	programs	program	NOUN
cblr-1758	248	110	—	—	PUNCT
cblr-1758	248	111	are	be	AUX
cblr-1758	248	112	considered	consider	VERB
cblr-1758	248	113	“	"	PUNCT
cblr-1758	248	114	persons	person	NOUN
cblr-1758	248	115	”	"	PUNCT
cblr-1758	248	116	for	for	ADP
cblr-1758	248	117	purposes	purpose	NOUN
cblr-1758	248	118	of	of	ADP
cblr-1758	248	119	the	the	DET
cblr-1758	248	120	law.58	law.58	PROPN
cblr-1758	248	121	thus	thus	ADV
cblr-1758	248	122	,	,	PUNCT
cblr-1758	248	123	the	the	DET
cblr-1758	248	124	existing	exist	VERB
cblr-1758	248	125	registration	registration	NOUN
cblr-1758	248	126	52	52	NUM
cblr-1758	248	127	see	see	NOUN
cblr-1758	248	128	nat’l	nat’l	NOUN
cblr-1758	248	129	futures	future	NOUN
cblr-1758	248	130	ass’n	ass’n	VERB
cblr-1758	248	131	,	,	PUNCT
cblr-1758	248	132	general	general	ADJ
cblr-1758	248	133	registration	registration	NOUN
cblr-1758	248	134	questions	question	NOUN
cblr-1758	248	135	faqs	faq	NOUN
cblr-1758	248	136	,	,	PUNCT
cblr-1758	248	137	nat’l	nat’l	NOUN
cblr-1758	248	138	futures	future	NOUN
cblr-1758	248	139	ass’n	ass’n	VERB
cblr-1758	248	140	,	,	PUNCT
cblr-1758	248	141	http://www.nfa.futures.org/nfa-faqs/registration	http://www.nfa.futures.org/nfa-faqs/registration	NOUN
cblr-1758	248	142	_	_	SYM
cblr-1758	248	143	faqs	faqs	PROPN
cblr-1758	248	144	/	/	SYM
cblr-1758	248	145	general	general	ADJ
cblr-1758	248	146	-	-	PUNCT
cblr-1758	248	147	registration	registration	NOUN
cblr-1758	248	148	-	-	PUNCT
cblr-1758	248	149	questions	question	NOUN
cblr-1758	248	150	/	/	SYM
cblr-1758	248	151	index.html	index.html	NOUN
cblr-1758	248	152	,	,	PUNCT
cblr-1758	248	153	archived	archive	VERB
cblr-1758	248	154	at	at	ADP
cblr-1758	248	155	http://perma	http://perma	PROPN
cblr-1758	248	156	.	.	PUNCT
cblr-1758	249	1	cc	cc	PROPN
cblr-1758	249	2	/	/	SYM
cblr-1758	249	3	g786	g786	NOUN
cblr-1758	249	4	-	-	PUNCT
cblr-1758	249	5	emfl	emfl	NOUN
cblr-1758	249	6	.	.	PUNCT
cblr-1758	250	1	53	53	NUM
cblr-1758	250	2	overall	overall	ADJ
cblr-1758	250	3	,	,	PUNCT
cblr-1758	250	4	associated	associated	ADJ
cblr-1758	250	5	persons	person	NOUN
cblr-1758	250	6	and	and	CCONJ
cblr-1758	250	7	some	some	DET
cblr-1758	250	8	principals	principal	NOUN
cblr-1758	250	9	of	of	ADP
cblr-1758	250	10	registrants	registrant	NOUN
cblr-1758	250	11	must	must	AUX
cblr-1758	250	12	pass	pass	VERB
cblr-1758	250	13	the	the	DET
cblr-1758	250	14	series	series	NOUN
cblr-1758	250	15	3	3	NUM
cblr-1758	250	16	examination	examination	NOUN
cblr-1758	250	17	,	,	PUNCT
cblr-1758	250	18	which	which	PRON
cblr-1758	250	19	is	be	AUX
cblr-1758	250	20	administered	administer	VERB
cblr-1758	250	21	by	by	ADP
cblr-1758	250	22	the	the	DET
cblr-1758	250	23	national	national	PROPN
cblr-1758	250	24	association	association	PROPN
cblr-1758	250	25	of	of	ADP
cblr-1758	250	26	securities	security	NOUN
cblr-1758	250	27	dealers	dealer	NOUN
cblr-1758	250	28	(	(	PUNCT
cblr-1758	250	29	“	"	PUNCT
cblr-1758	250	30	nasd	nasd	NOUN
cblr-1758	250	31	”	"	PUNCT
cblr-1758	250	32	)	)	PUNCT
cblr-1758	250	33	.	.	PUNCT
cblr-1758	251	1	see	see	VERB
cblr-1758	251	2	nat’l	nat’l	NOUN
cblr-1758	251	3	futures	future	NOUN
cblr-1758	251	4	ass’n	ass’n	VERB
cblr-1758	251	5	,	,	PUNCT
cblr-1758	251	6	proficiency	proficiency	NOUN
cblr-1758	251	7	requirements	requirement	NOUN
cblr-1758	251	8	,	,	PUNCT
cblr-1758	251	9	nat’l	nat’l	NOUN
cblr-1758	251	10	futures	future	NOUN
cblr-1758	251	11	ass’n	ass’n	VERB
cblr-1758	251	12	,	,	PUNCT
cblr-1758	251	13	http://www.nfa	http://www.nfa	PROPN
cblr-1758	251	14	.	.	PUNCT
cblr-1758	252	1	futures.org/nfa-registration/proficiency-requirements.html	futures.org/nfa-registration/proficiency-requirements.html	PROPN
cblr-1758	252	2	,	,	PUNCT
cblr-1758	252	3	archived	archive	VERB
cblr-1758	252	4	at	at	ADP
cblr-1758	252	5	http://perma.cc/6u5m-3z3l	http://perma.cc/6u5m-3z3l	PROPN
cblr-1758	252	6	.	.	PUNCT
cblr-1758	253	1	54	54	NUM
cblr-1758	253	2	see	see	VERB
cblr-1758	253	3	2	2	NUM
cblr-1758	253	4	johnson	johnson	PROPN
cblr-1758	253	5	&	&	CCONJ
cblr-1758	253	6	hazen	hazen	PROPN
cblr-1758	253	7	,	,	PUNCT
cblr-1758	253	8	supra	supra	PROPN
cblr-1758	253	9	note	note	NOUN
cblr-1758	253	10	47	47	NUM
cblr-1758	253	11	,	,	PUNCT
cblr-1758	253	12	§	§	PROPN
cblr-1758	253	13	3.02[23	3.02[23	NUM
cblr-1758	253	14	]	]	PUNCT
cblr-1758	253	15	,	,	PUNCT
cblr-1758	253	16	at	at	ADP
cblr-1758	253	17	661–65	661–65	NUM
cblr-1758	253	18	;	;	PUNCT
cblr-1758	253	19	appendix	appendix	X
cblr-1758	253	20	b	b	NOUN
cblr-1758	253	21	to	to	PART
cblr-1758	253	22	part	part	VERB
cblr-1758	253	23	3	3	NUM
cblr-1758	253	24	—	—	PUNCT
cblr-1758	253	25	statement	statement	NOUN
cblr-1758	253	26	of	of	ADP
cblr-1758	253	27	acceptable	acceptable	ADJ
cblr-1758	253	28	practices	practice	NOUN
cblr-1758	253	29	with	with	ADP
cblr-1758	253	30	respect	respect	NOUN
cblr-1758	253	31	to	to	ADP
cblr-1758	253	32	ethics	ethic	NOUN
cblr-1758	253	33	training	training	NOUN
cblr-1758	253	34	,	,	PUNCT
cblr-1758	253	35	17	17	NUM
cblr-1758	253	36	c.f.r	c.f.r	NOUN
cblr-1758	253	37	.	.	PUNCT
cblr-1758	254	1	pt	pt	PROPN
cblr-1758	254	2	.	.	PROPN
cblr-1758	254	3	3	3	NUM
cblr-1758	254	4	,	,	PUNCT
cblr-1758	254	5	app	app	X
cblr-1758	255	1	.	.	PROPN
cblr-1758	255	2	b	b	X
cblr-1758	255	3	(	(	PUNCT
cblr-1758	255	4	2012	2012	NUM
cblr-1758	255	5	)	)	PUNCT
cblr-1758	255	6	.	.	PUNCT
cblr-1758	256	1	55	55	NUM
cblr-1758	256	2	see	see	VERB
cblr-1758	256	3	cea	cea	PROPN
cblr-1758	256	4	§	§	PROPN
cblr-1758	256	5	§	§	PROPN
cblr-1758	256	6	4d	4d	NUM
cblr-1758	256	7	,	,	PUNCT
cblr-1758	256	8	4e	4e	NOUN
cblr-1758	256	9	,	,	PUNCT
cblr-1758	256	10	4f	4f	NUM
cblr-1758	256	11	,	,	PUNCT
cblr-1758	256	12	4k	4k	NOUN
cblr-1758	256	13	,	,	PUNCT
cblr-1758	256	14	4	4	NUM
cblr-1758	256	15	m	m	NOUN
cblr-1758	256	16	,	,	PUNCT
cblr-1758	256	17	4n	4n	NOUN
cblr-1758	256	18	,	,	PUNCT
cblr-1758	256	19	4s	4s	NUM
cblr-1758	256	20	,	,	PUNCT
cblr-1758	256	21	7	7	NUM
cblr-1758	256	22	u.s.c	u.s.c	NOUN
cblr-1758	256	23	.	.	PUNCT
cblr-1758	257	1	§	§	PROPN
cblr-1758	257	2	§	§	PROPN
cblr-1758	257	3	6d	6d	NUM
cblr-1758	257	4	,	,	PUNCT
cblr-1758	257	5	6e	6e	NOUN
cblr-1758	257	6	,	,	PUNCT
cblr-1758	257	7	6f	6f	NUM
cblr-1758	257	8	,	,	PUNCT
cblr-1758	257	9	6k	6k	NOUN
cblr-1758	257	10	,	,	PUNCT
cblr-1758	257	11	6	6	NUM
cblr-1758	257	12	m	m	NOUN
cblr-1758	257	13	,	,	PUNCT
cblr-1758	257	14	6n	6n	NOUN
cblr-1758	257	15	,	,	PUNCT
cblr-1758	257	16	6s	6s	NUM
cblr-1758	257	17	(	(	PUNCT
cblr-1758	257	18	2012	2012	NUM
cblr-1758	257	19	)	)	PUNCT
cblr-1758	257	20	.	.	PUNCT
cblr-1758	258	1	56	56	NUM
cblr-1758	258	2	although	although	SCONJ
cblr-1758	258	3	most	most	ADJ
cblr-1758	258	4	scholarly	scholarly	ADJ
cblr-1758	258	5	discussion	discussion	NOUN
cblr-1758	258	6	of	of	ADP
cblr-1758	258	7	hedge	hedge	NOUN
cblr-1758	258	8	funds	fund	NOUN
cblr-1758	258	9	appears	appear	VERB
cblr-1758	258	10	to	to	PART
cblr-1758	258	11	approach	approach	VERB
cblr-1758	258	12	them	they	PRON
cblr-1758	258	13	from	from	ADP
cblr-1758	258	14	the	the	DET
cblr-1758	258	15	perspective	perspective	NOUN
cblr-1758	258	16	of	of	ADP
cblr-1758	258	17	securities	security	NOUN
cblr-1758	258	18	regulation	regulation	NOUN
cblr-1758	258	19	,	,	PUNCT
cblr-1758	258	20	many	many	ADJ
cblr-1758	258	21	of	of	ADP
cblr-1758	258	22	the	the	DET
cblr-1758	258	23	largest	large	ADJ
cblr-1758	258	24	hedge	hedge	NOUN
cblr-1758	258	25	funds	fund	NOUN
cblr-1758	258	26	also	also	ADV
cblr-1758	258	27	place	place	VERB
cblr-1758	258	28	trades	trade	NOUN
cblr-1758	258	29	in	in	ADP
cblr-1758	258	30	futures	future	NOUN
cblr-1758	258	31	,	,	PUNCT
cblr-1758	258	32	swaps	swap	NOUN
cblr-1758	258	33	,	,	PUNCT
cblr-1758	258	34	or	or	CCONJ
cblr-1758	258	35	other	other	ADJ
cblr-1758	258	36	derivatives	derivative	NOUN
cblr-1758	258	37	and	and	CCONJ
cblr-1758	258	38	therefore	therefore	ADV
cblr-1758	258	39	are	be	AUX
cblr-1758	258	40	,	,	PUNCT
cblr-1758	258	41	in	in	ADP
cblr-1758	258	42	fact	fact	NOUN
cblr-1758	258	43	,	,	PUNCT
cblr-1758	258	44	cftc	cftc	PROPN
cblr-1758	258	45	-	-	PUNCT
cblr-1758	258	46	regulated	regulate	VERB
cblr-1758	258	47	commodity	commodity	NOUN
cblr-1758	258	48	pool	pool	NOUN
cblr-1758	258	49	operators	operator	NOUN
cblr-1758	258	50	and	and	CCONJ
cblr-1758	258	51	commodity	commodity	NOUN
cblr-1758	258	52	trading	trading	NOUN
cblr-1758	258	53	advisors	advisor	NOUN
cblr-1758	258	54	.	.	PUNCT
cblr-1758	259	1	see	see	VERB
cblr-1758	259	2	13	13	NUM
cblr-1758	259	3	jerry	jerry	PROPN
cblr-1758	259	4	w.	w.	PROPN
cblr-1758	259	5	markham	markham	PROPN
cblr-1758	259	6	,	,	PUNCT
cblr-1758	259	7	commodities	commodity	NOUN
cblr-1758	259	8	regulation	regulation	NOUN
cblr-1758	259	9	:	:	PUNCT
cblr-1758	259	10	fraud	fraud	NOUN
cblr-1758	259	11	,	,	PUNCT
cblr-1758	259	12	manipulation	manipulation	NOUN
cblr-1758	259	13	&	&	CCONJ
cblr-1758	259	14	other	other	ADJ
cblr-1758	259	15	claims	claim	NOUN
cblr-1758	259	16	§	§	PROPN
cblr-1758	259	17	§	§	PROPN
cblr-1758	259	18	17a:3	17a:3	NUM
cblr-1758	259	19	,	,	PUNCT
cblr-1758	259	20	17a:3.10	17a:3.10	NUM
cblr-1758	259	21	(	(	PUNCT
cblr-1758	259	22	2014	2014	NUM
cblr-1758	259	23	)	)	PUNCT
cblr-1758	259	24	.	.	PUNCT
cblr-1758	260	1	57	57	NUM
cblr-1758	261	1	i	i	PRON
cblr-1758	261	2	d.	d.	PROPN
cblr-1758	261	3	at	at	ADP
cblr-1758	261	4	§	§	PROPN
cblr-1758	261	5	§	§	PROPN
cblr-1758	261	6	17a:1	17a:1	NOUN
cblr-1758	261	7	,	,	PUNCT
cblr-1758	261	8	17a:3.10	17a:3.10	NOUN
cblr-1758	261	9	.	.	NOUN
cblr-1758	261	10	58	58	NUM
cblr-1758	261	11	business	business	NOUN
cblr-1758	261	12	entities	entity	NOUN
cblr-1758	261	13	are	be	AUX
cblr-1758	261	14	“	"	PUNCT
cblr-1758	261	15	persons	person	NOUN
cblr-1758	261	16	”	"	PUNCT
cblr-1758	261	17	for	for	ADP
cblr-1758	261	18	purposes	purpose	NOUN
cblr-1758	261	19	of	of	ADP
cblr-1758	261	20	the	the	DET
cblr-1758	261	21	law	law	NOUN
cblr-1758	261	22	.	.	PUNCT
cblr-1758	262	1	see	see	VERB
cblr-1758	262	2	1	1	NUM
cblr-1758	262	3	u.s.c	u.s.c	ADJ
cblr-1758	262	4	.	.	PUNCT
cblr-1758	263	1	§	§	PROPN
cblr-1758	263	2	1	1	NUM
cblr-1758	263	3	(	(	PUNCT
cblr-1758	263	4	2012	2012	NUM
cblr-1758	263	5	)	)	PUNCT
cblr-1758	263	6	(	(	PUNCT
cblr-1758	263	7	“	"	PUNCT
cblr-1758	263	8	in	in	ADP
cblr-1758	263	9	determining	determine	VERB
cblr-1758	263	10	the	the	DET
cblr-1758	263	11	meaning	meaning	NOUN
cblr-1758	263	12	of	of	ADP
cblr-1758	263	13	any	any	DET
cblr-1758	263	14	act	act	NOUN
cblr-1758	263	15	of	of	ADP
cblr-1758	263	16	congress	congress	PROPN
cblr-1758	263	17	,	,	PUNCT
cblr-1758	263	18	unless	unless	SCONJ
cblr-1758	263	19	the	the	DET
cblr-1758	263	20	scopino	scopino	NOUN
cblr-1758	263	21	–	–	PUNCT
cblr-1758	263	22	final	final	ADJ
cblr-1758	263	23	456	456	NUM
cblr-1758	263	24	columbia	columbia	PROPN
cblr-1758	263	25	business	business	NOUN
cblr-1758	263	26	law	law	PROPN
cblr-1758	263	27	review	review	NOUN
cblr-1758	263	28	[	[	X
cblr-1758	263	29	vol	vol	NOUN
cblr-1758	263	30	.	.	NOUN
cblr-1758	263	31	2015	2015	NUM
cblr-1758	263	32	requirements	requirement	NOUN
cblr-1758	263	33	,	,	PUNCT
cblr-1758	263	34	which	which	PRON
cblr-1758	263	35	are	be	AUX
cblr-1758	263	36	directed	direct	VERB
cblr-1758	263	37	at	at	ADP
cblr-1758	263	38	“	"	PUNCT
cblr-1758	263	39	persons	person	NOUN
cblr-1758	263	40	,	,	PUNCT
cblr-1758	263	41	”	"	PUNCT
cblr-1758	263	42	would	would	AUX
cblr-1758	263	43	not	not	PART
cblr-1758	263	44	apply	apply	VERB
cblr-1758	263	45	to	to	ADP
cblr-1758	263	46	new	new	ADJ
cblr-1758	263	47	digital	digital	ADJ
cblr-1758	263	48	intermediaries	intermediary	NOUN
cblr-1758	263	49	in	in	ADP
cblr-1758	263	50	the	the	DET
cblr-1758	263	51	futures	future	NOUN
cblr-1758	263	52	markets.59	markets.59	NOUN
cblr-1758	263	53	as	as	SCONJ
cblr-1758	263	54	technological	technological	ADJ
cblr-1758	263	55	advances	advance	NOUN
cblr-1758	263	56	continue	continue	VERB
cblr-1758	263	57	to	to	PART
cblr-1758	263	58	enable	enable	VERB
cblr-1758	263	59	computers	computer	NOUN
cblr-1758	263	60	and	and	CCONJ
cblr-1758	263	61	software	software	NOUN
cblr-1758	263	62	programs	program	NOUN
cblr-1758	263	63	to	to	PART
cblr-1758	263	64	perform	perform	VERB
cblr-1758	263	65	many	many	ADJ
cblr-1758	263	66	of	of	ADP
cblr-1758	263	67	the	the	DET
cblr-1758	263	68	intermediary	intermediary	ADJ
cblr-1758	263	69	roles	role	NOUN
cblr-1758	263	70	previously	previously	ADV
cblr-1758	263	71	performed	perform	VERB
cblr-1758	263	72	by	by	ADP
cblr-1758	263	73	humans	human	NOUN
cblr-1758	263	74	,	,	PUNCT
cblr-1758	263	75	the	the	DET
cblr-1758	263	76	number	number	NOUN
cblr-1758	263	77	and	and	CCONJ
cblr-1758	263	78	influence	influence	NOUN
cblr-1758	263	79	of	of	ADP
cblr-1758	263	80	these	these	DET
cblr-1758	263	81	digital	digital	ADJ
cblr-1758	263	82	intermediaries	intermediary	NOUN
cblr-1758	263	83	,	,	PUNCT
cblr-1758	263	84	both	both	PRON
cblr-1758	263	85	already	already	ADV
cblr-1758	263	86	high	high	ADJ
cblr-1758	263	87	,	,	PUNCT
cblr-1758	263	88	are	be	AUX
cblr-1758	263	89	guaranteed	guarantee	VERB
cblr-1758	263	90	to	to	PART
cblr-1758	263	91	increase	increase	VERB
cblr-1758	263	92	with	with	ADP
cblr-1758	263	93	time.60	time.60	PROPN
cblr-1758	263	94	as	as	SCONJ
cblr-1758	263	95	such	such	ADJ
cblr-1758	263	96	,	,	PUNCT
cblr-1758	263	97	global	global	ADJ
cblr-1758	263	98	review	review	NOUN
cblr-1758	263	99	of	of	ADP
cblr-1758	263	100	the	the	DET
cblr-1758	263	101	kinds	kind	NOUN
cblr-1758	263	102	of	of	ADP
cblr-1758	263	103	persons	person	NOUN
cblr-1758	263	104	and	and	CCONJ
cblr-1758	263	105	intermediaries	intermediary	NOUN
cblr-1758	263	106	subject	subject	ADJ
cblr-1758	263	107	to	to	ADP
cblr-1758	263	108	compulsory	compulsory	ADJ
cblr-1758	263	109	registration	registration	NOUN
cblr-1758	263	110	in	in	ADP
cblr-1758	263	111	cftc	cftc	PROPN
cblr-1758	263	112	-	-	PUNCT
cblr-1758	263	113	regulated	regulate	VERB
cblr-1758	263	114	markets	market	NOUN
cblr-1758	263	115	is	be	AUX
cblr-1758	263	116	warranted	warrant	VERB
cblr-1758	263	117	,	,	PUNCT
cblr-1758	263	118	if	if	SCONJ
cblr-1758	263	119	not	not	PART
cblr-1758	263	120	overdue	overdue	ADJ
cblr-1758	263	121	.	.	PUNCT
cblr-1758	264	1	context	context	NOUN
cblr-1758	264	2	indicates	indicate	VERB
cblr-1758	264	3	otherwise	otherwise	ADV
cblr-1758	264	4	.	.	PUNCT
cblr-1758	264	5	.	.	PUNCT
cblr-1758	264	6	.	.	PUNCT
cblr-1758	265	1	the	the	DET
cblr-1758	265	2	words	word	NOUN
cblr-1758	265	3	‘	'	PUNCT
cblr-1758	265	4	person	person	NOUN
cblr-1758	265	5	’	'	PUNCT
cblr-1758	265	6	and	and	CCONJ
cblr-1758	265	7	‘	'	PUNCT
cblr-1758	265	8	whoever	whoever	PRON
cblr-1758	265	9	’	'	PUNCT
cblr-1758	265	10	include	include	VERB
cblr-1758	265	11	corporations	corporation	NOUN
cblr-1758	265	12	,	,	PUNCT
cblr-1758	265	13	companies	company	NOUN
cblr-1758	265	14	,	,	PUNCT
cblr-1758	265	15	associations	association	NOUN
cblr-1758	265	16	,	,	PUNCT
cblr-1758	265	17	firms	firm	NOUN
cblr-1758	265	18	,	,	PUNCT
cblr-1758	265	19	partnerships	partnership	NOUN
cblr-1758	265	20	,	,	PUNCT
cblr-1758	265	21	societies	society	NOUN
cblr-1758	265	22	,	,	PUNCT
cblr-1758	265	23	and	and	CCONJ
cblr-1758	265	24	joint	joint	ADJ
cblr-1758	265	25	stock	stock	NOUN
cblr-1758	265	26	companies	company	NOUN
cblr-1758	265	27	,	,	PUNCT
cblr-1758	265	28	as	as	ADV
cblr-1758	265	29	well	well	ADV
cblr-1758	265	30	as	as	ADP
cblr-1758	265	31	individuals	individual	NOUN
cblr-1758	265	32	.	.	PUNCT
cblr-1758	265	33	.	.	PUNCT
cblr-1758	265	34	.	.	PUNCT
cblr-1758	265	35	.	.	PUNCT
cblr-1758	265	36	”	"	PUNCT
cblr-1758	265	37	)	)	PUNCT
cblr-1758	265	38	;	;	PUNCT
cblr-1758	265	39	cea	cea	PROPN
cblr-1758	265	40	§	§	PROPN
cblr-1758	265	41	1a(38	1a(38	NUM
cblr-1758	265	42	)	)	PUNCT
cblr-1758	265	43	,	,	PUNCT
cblr-1758	265	44	7	7	NUM
cblr-1758	265	45	u.s.c	u.s.c	NOUN
cblr-1758	265	46	.	.	PUNCT
cblr-1758	266	1	§	§	PROPN
cblr-1758	266	2	1a(38	1a(38	NUM
cblr-1758	266	3	)	)	PUNCT
cblr-1758	266	4	(	(	PUNCT
cblr-1758	266	5	2012	2012	NUM
cblr-1758	266	6	)	)	PUNCT
cblr-1758	266	7	(	(	PUNCT
cblr-1758	266	8	“	"	PUNCT
cblr-1758	266	9	the	the	DET
cblr-1758	266	10	term	term	NOUN
cblr-1758	266	11	‘	'	PUNCT
cblr-1758	266	12	person	person	NOUN
cblr-1758	266	13	’	'	PUNCT
cblr-1758	266	14	imports	import	VERB
cblr-1758	266	15	the	the	DET
cblr-1758	266	16	plural	plural	NOUN
cblr-1758	266	17	or	or	CCONJ
cblr-1758	266	18	singular	singular	NOUN
cblr-1758	266	19	,	,	PUNCT
cblr-1758	266	20	and	and	CCONJ
cblr-1758	266	21	includes	include	VERB
cblr-1758	266	22	individuals	individual	NOUN
cblr-1758	266	23	,	,	PUNCT
cblr-1758	266	24	associations	association	NOUN
cblr-1758	266	25	,	,	PUNCT
cblr-1758	266	26	partnerships	partnership	NOUN
cblr-1758	266	27	,	,	PUNCT
cblr-1758	266	28	corporations	corporation	NOUN
cblr-1758	266	29	,	,	PUNCT
cblr-1758	266	30	and	and	CCONJ
cblr-1758	266	31	trusts	trust	NOUN
cblr-1758	266	32	.	.	PUNCT
cblr-1758	266	33	”	"	PUNCT
cblr-1758	266	34	)	)	PUNCT
cblr-1758	266	35	;	;	PUNCT
cblr-1758	266	36	cftc	cftc	PROPN
cblr-1758	266	37	regulation	regulation	NOUN
cblr-1758	266	38	1.3(u	1.3(u	NUM
cblr-1758	266	39	)	)	PUNCT
cblr-1758	266	40	,	,	PUNCT
cblr-1758	266	41	17	17	NUM
cblr-1758	266	42	c.f.r	c.f.r	NOUN
cblr-1758	266	43	.	.	PUNCT
cblr-1758	267	1	§	§	PROPN
cblr-1758	267	2	1.3(u	1.3(u	NUM
cblr-1758	267	3	)	)	PUNCT
cblr-1758	267	4	(	(	PUNCT
cblr-1758	267	5	stating	state	VERB
cblr-1758	267	6	that	that	SCONJ
cblr-1758	267	7	the	the	DET
cblr-1758	267	8	term	term	NOUN
cblr-1758	267	9	“	"	PUNCT
cblr-1758	267	10	person	person	NOUN
cblr-1758	267	11	”	"	PUNCT
cblr-1758	267	12	“	"	PUNCT
cblr-1758	267	13	includes	include	VERB
cblr-1758	267	14	individuals	individual	NOUN
cblr-1758	267	15	,	,	PUNCT
cblr-1758	267	16	associations	association	NOUN
cblr-1758	267	17	,	,	PUNCT
cblr-1758	267	18	partnerships	partnership	NOUN
cblr-1758	267	19	,	,	PUNCT
cblr-1758	267	20	corporations	corporation	NOUN
cblr-1758	267	21	,	,	PUNCT
cblr-1758	267	22	and	and	CCONJ
cblr-1758	267	23	trusts	trust	NOUN
cblr-1758	267	24	.	.	PUNCT
cblr-1758	267	25	”	"	PUNCT
cblr-1758	267	26	)	)	PUNCT
cblr-1758	267	27	.	.	PUNCT
cblr-1758	268	1	59	59	NUM
cblr-1758	268	2	the	the	DET
cblr-1758	268	3	issue	issue	NOUN
cblr-1758	268	4	of	of	ADP
cblr-1758	268	5	whether	whether	SCONJ
cblr-1758	268	6	artificially	artificially	ADV
cblr-1758	268	7	intelligent	intelligent	ADJ
cblr-1758	268	8	machines	machine	NOUN
cblr-1758	268	9	or	or	CCONJ
cblr-1758	268	10	software	software	NOUN
cblr-1758	268	11	programs	program	NOUN
cblr-1758	268	12	should	should	AUX
cblr-1758	268	13	be	be	AUX
cblr-1758	268	14	accorded	accord	VERB
cblr-1758	268	15	personhood	personhood	NOUN
cblr-1758	268	16	and	and	CCONJ
cblr-1758	268	17	legal	legal	ADJ
cblr-1758	268	18	rights	right	NOUN
cblr-1758	268	19	has	have	AUX
cblr-1758	268	20	been	be	AUX
cblr-1758	268	21	the	the	DET
cblr-1758	268	22	subject	subject	NOUN
cblr-1758	268	23	of	of	ADP
cblr-1758	268	24	significant	significant	ADJ
cblr-1758	268	25	debate	debate	NOUN
cblr-1758	268	26	.	.	PUNCT
cblr-1758	269	1	see	see	VERB
cblr-1758	269	2	generally	generally	ADV
cblr-1758	269	3	f.	f.	PROPN
cblr-1758	269	4	patrick	patrick	PROPN
cblr-1758	269	5	hubbard	hubbard	PROPN
cblr-1758	269	6	,	,	PUNCT
cblr-1758	269	7	“	"	PUNCT
cblr-1758	269	8	do	do	AUX
cblr-1758	269	9	androids	androids	PROPN
cblr-1758	269	10	dream	dream	VERB
cblr-1758	269	11	?	?	PUNCT
cblr-1758	269	12	”	"	PUNCT
cblr-1758	269	13	:	:	PUNCT
cblr-1758	269	14	personhood	personhood	NOUN
cblr-1758	269	15	and	and	CCONJ
cblr-1758	269	16	intelligent	intelligent	ADJ
cblr-1758	269	17	artifacts	artifact	NOUN
cblr-1758	269	18	,	,	PUNCT
cblr-1758	269	19	83	83	NUM
cblr-1758	269	20	temp	temp	NOUN
cblr-1758	269	21	.	.	PUNCT
cblr-1758	270	1	l.	l.	PROPN
cblr-1758	270	2	rev	rev	PROPN
cblr-1758	270	3	.	.	PROPN
cblr-1758	271	1	405	405	NUM
cblr-1758	271	2	(	(	PUNCT
cblr-1758	271	3	2011	2011	NUM
cblr-1758	271	4	)	)	PUNCT
cblr-1758	271	5	(	(	PUNCT
cblr-1758	271	6	arguing	argue	VERB
cblr-1758	271	7	that	that	SCONJ
cblr-1758	271	8	human	human	ADJ
cblr-1758	271	9	artifacts	artifact	NOUN
cblr-1758	271	10	should	should	AUX
cblr-1758	271	11	be	be	AUX
cblr-1758	271	12	afforded	afford	VERB
cblr-1758	271	13	legal	legal	ADJ
cblr-1758	271	14	rights	right	NOUN
cblr-1758	271	15	if	if	SCONJ
cblr-1758	271	16	the	the	DET
cblr-1758	271	17	artifacts	artifact	NOUN
cblr-1758	271	18	meet	meet	VERB
cblr-1758	271	19	certain	certain	ADJ
cblr-1758	271	20	criteria	criterion	NOUN
cblr-1758	271	21	)	)	PUNCT
cblr-1758	271	22	;	;	PUNCT
cblr-1758	271	23	lawrence	lawrence	PROPN
cblr-1758	271	24	b.	b.	PROPN
cblr-1758	271	25	solum	solum	PROPN
cblr-1758	271	26	,	,	PUNCT
cblr-1758	271	27	legal	legal	ADJ
cblr-1758	271	28	personhood	personhood	NOUN
cblr-1758	271	29	for	for	ADP
cblr-1758	271	30	artificial	artificial	ADJ
cblr-1758	271	31	intelligences	intelligence	NOUN
cblr-1758	271	32	,	,	PUNCT
cblr-1758	271	33	70	70	NUM
cblr-1758	271	34	n.c	n.c	PROPN
cblr-1758	271	35	.	.	PROPN
cblr-1758	271	36	l.	l.	PROPN
cblr-1758	271	37	rev	rev	PROPN
cblr-1758	271	38	.	.	PROPN
cblr-1758	271	39	1231	1231	NUM
cblr-1758	271	40	(	(	PUNCT
cblr-1758	271	41	1992	1992	NUM
cblr-1758	271	42	)	)	PUNCT
cblr-1758	271	43	(	(	PUNCT
cblr-1758	271	44	exploring	explore	VERB
cblr-1758	271	45	the	the	DET
cblr-1758	271	46	legal	legal	ADJ
cblr-1758	271	47	and	and	CCONJ
cblr-1758	271	48	cognitive	cognitive	ADJ
cblr-1758	271	49	science	science	NOUN
cblr-1758	271	50	landscape	landscape	NOUN
cblr-1758	271	51	surrounding	surround	VERB
cblr-1758	271	52	the	the	DET
cblr-1758	271	53	question	question	NOUN
cblr-1758	271	54	of	of	ADP
cblr-1758	271	55	whether	whether	SCONJ
cblr-1758	271	56	artificial	artificial	ADJ
cblr-1758	271	57	intelligence	intelligence	NOUN
cblr-1758	271	58	objects	object	NOUN
cblr-1758	271	59	should	should	AUX
cblr-1758	271	60	be	be	AUX
cblr-1758	271	61	granted	grant	VERB
cblr-1758	271	62	legal	legal	ADJ
cblr-1758	271	63	rights	right	NOUN
cblr-1758	271	64	)	)	PUNCT
cblr-1758	271	65	.	.	PUNCT
cblr-1758	272	1	60	60	NUM
cblr-1758	272	2	“	"	PUNCT
cblr-1758	272	3	automation	automation	NOUN
cblr-1758	272	4	in	in	ADP
cblr-1758	272	5	the	the	DET
cblr-1758	272	6	markets	market	NOUN
cblr-1758	272	7	will	will	AUX
cblr-1758	272	8	continue	continue	VERB
cblr-1758	272	9	to	to	PART
cblr-1758	272	10	grow	grow	VERB
cblr-1758	272	11	,	,	PUNCT
cblr-1758	272	12	and	and	CCONJ
cblr-1758	272	13	use	use	NOUN
cblr-1758	272	14	of	of	ADP
cblr-1758	272	15	high	high	ADJ
cblr-1758	272	16	speed	speed	NOUN
cblr-1758	272	17	technology	technology	NOUN
cblr-1758	272	18	will	will	AUX
cblr-1758	272	19	spread	spread	VERB
cblr-1758	272	20	until	until	ADP
cblr-1758	272	21	in	in	ADP
cblr-1758	272	22	a	a	DET
cblr-1758	272	23	few	few	ADJ
cblr-1758	272	24	years	year	NOUN
cblr-1758	272	25	’	'	PUNCT
cblr-1758	272	26	time	time	NOUN
cblr-1758	272	27	,	,	PUNCT
cblr-1758	272	28	the	the	DET
cblr-1758	272	29	whole	whole	ADJ
cblr-1758	272	30	conversation	conversation	NOUN
cblr-1758	272	31	will	will	AUX
cblr-1758	272	32	be	be	AUX
cblr-1758	272	33	entirely	entirely	ADV
cblr-1758	272	34	irrelevant	irrelevant	ADJ
cblr-1758	272	35	,	,	PUNCT
cblr-1758	272	36	as	as	SCONJ
cblr-1758	272	37	the	the	DET
cblr-1758	272	38	majority	majority	NOUN
cblr-1758	272	39	of	of	ADP
cblr-1758	272	40	the	the	DET
cblr-1758	272	41	market	market	NOUN
cblr-1758	272	42	will	will	AUX
cblr-1758	272	43	trade	trade	VERB
cblr-1758	272	44	at	at	ADP
cblr-1758	272	45	the	the	DET
cblr-1758	272	46	same	same	ADJ
cblr-1758	272	47	‘	'	PUNCT
cblr-1758	272	48	high	high	ADJ
cblr-1758	272	49	speeds	speed	NOUN
cblr-1758	272	50	.	.	PUNCT
cblr-1758	272	51	’	'	PUNCT
cblr-1758	272	52	”	"	PUNCT
cblr-1758	273	1	johannah	johannah	PROPN
cblr-1758	273	2	ladd	ladd	PROPN
cblr-1758	273	3	,	,	PUNCT
cblr-1758	273	4	secretary	secretary	NOUN
cblr-1758	273	5	general	general	NOUN
cblr-1758	273	6	of	of	ADP
cblr-1758	273	7	the	the	DET
cblr-1758	273	8	futures	future	NOUN
cblr-1758	273	9	industry	industry	PROPN
cblr-1758	273	10	association	association	PROPN
cblr-1758	273	11	european	european	ADJ
cblr-1758	273	12	principal	principal	PROPN
cblr-1758	273	13	traders	traders	PROPN
cblr-1758	273	14	association	association	PROPN
cblr-1758	273	15	,	,	PUNCT
cblr-1758	273	16	fia	fia	PROPN
cblr-1758	273	17	epta	epta	NOUN
cblr-1758	273	18	blog––high	blog––high	PROPN
cblr-1758	273	19	frequency	frequency	NOUN
cblr-1758	273	20	trading	trading	NOUN
cblr-1758	273	21	or	or	CCONJ
cblr-1758	273	22	high	high	ADJ
cblr-1758	273	23	frequency	frequency	NOUN
cblr-1758	273	24	technology	technology	NOUN
cblr-1758	273	25	,	,	PUNCT
cblr-1758	273	26	automated	automate	VERB
cblr-1758	273	27	trader	trader	NOUN
cblr-1758	273	28	(	(	PUNCT
cblr-1758	273	29	dec	dec	PROPN
cblr-1758	273	30	.	.	PROPN
cblr-1758	273	31	17	17	NUM
cblr-1758	273	32	,	,	PUNCT
cblr-1758	273	33	2014	2014	NUM
cblr-1758	273	34	)	)	PUNCT
cblr-1758	273	35	,	,	PUNCT
cblr-1758	273	36	http://www.automated	http://www.automate	VERB
cblr-1758	273	37	trader.net/news/at/152621/fia-epta-blog-_-high-frequency-trading-or-highfrequency-technology	trader.net/news/at/152621/fia-epta-blog-_-high-frequency-trading-or-highfrequency-technology	NOUN
cblr-1758	273	38	,	,	PUNCT
cblr-1758	273	39	archived	archive	VERB
cblr-1758	273	40	at	at	ADP
cblr-1758	273	41	http://perma.cc/sv9a-236v	http://perma.cc/sv9a-236v	PROPN
cblr-1758	273	42	(	(	PUNCT
cblr-1758	273	43	stating	state	VERB
cblr-1758	273	44	that	that	SCONJ
cblr-1758	273	45	“	"	PUNCT
cblr-1758	273	46	[	[	X
cblr-1758	273	47	t]he	t]he	X
cblr-1758	273	48	majority	majority	NOUN
cblr-1758	273	49	of	of	ADP
cblr-1758	273	50	the	the	DET
cblr-1758	273	51	market	market	NOUN
cblr-1758	273	52	is	be	AUX
cblr-1758	273	53	already	already	ADV
cblr-1758	273	54	automated	automate	VERB
cblr-1758	273	55	today	today	NOUN
cblr-1758	273	56	”	"	PUNCT
cblr-1758	273	57	)	)	PUNCT
cblr-1758	273	58	.	.	PUNCT
cblr-1758	274	1	martin	martin	PROPN
cblr-1758	274	2	wheatley	wheatley	PROPN
cblr-1758	274	3	,	,	PUNCT
cblr-1758	274	4	chief	chief	ADJ
cblr-1758	274	5	executive	executive	NOUN
cblr-1758	274	6	of	of	ADP
cblr-1758	274	7	the	the	DET
cblr-1758	274	8	united	united	PROPN
cblr-1758	274	9	kingdom	kingdom	PROPN
cblr-1758	274	10	’s	’s	PART
cblr-1758	274	11	financial	financial	ADJ
cblr-1758	274	12	conduct	conduct	NOUN
cblr-1758	274	13	authority	authority	NOUN
cblr-1758	274	14	,	,	PUNCT
cblr-1758	274	15	has	have	AUX
cblr-1758	274	16	stated	state	VERB
cblr-1758	274	17	that	that	SCONJ
cblr-1758	274	18	“	"	PUNCT
cblr-1758	274	19	perhaps	perhaps	ADV
cblr-1758	274	20	closer	close	ADJ
cblr-1758	274	21	than	than	SCONJ
cblr-1758	274	22	we	we	PRON
cblr-1758	274	23	think	think	VERB
cblr-1758	274	24	,	,	PUNCT
cblr-1758	274	25	learning	learn	VERB
cblr-1758	274	26	algorithms	algorithm	NOUN
cblr-1758	274	27	and	and	CCONJ
cblr-1758	274	28	self	self	NOUN
cblr-1758	274	29	-	-	PUNCT
cblr-1758	274	30	improving	improve	VERB
cblr-1758	274	31	artificial	artificial	ADJ
cblr-1758	274	32	intelligence	intelligence	NOUN
cblr-1758	274	33	[	[	X
cblr-1758	274	34	will	will	AUX
cblr-1758	274	35	be	be	AUX
cblr-1758	274	36	]	]	PUNCT
cblr-1758	274	37	the	the	DET
cblr-1758	274	38	prime	prime	ADJ
cblr-1758	274	39	decision	decision	NOUN
cblr-1758	274	40	-	-	PUNCT
cblr-1758	274	41	makers	maker	NOUN
cblr-1758	274	42	in	in	ADP
cblr-1758	274	43	electronic	electronic	ADJ
cblr-1758	274	44	markets	market	NOUN
cblr-1758	274	45	.	.	PUNCT
cblr-1758	274	46	”	"	PUNCT
cblr-1758	275	1	campbell	campbell	PROPN
cblr-1758	275	2	,	,	PUNCT
cblr-1758	275	3	supra	supra	PROPN
cblr-1758	275	4	note	note	PROPN
cblr-1758	275	5	19	19	NUM
cblr-1758	275	6	(	(	PUNCT
cblr-1758	275	7	alteration	alteration	NOUN
cblr-1758	275	8	in	in	ADP
cblr-1758	275	9	original	original	ADJ
cblr-1758	275	10	)	)	PUNCT
cblr-1758	275	11	.	.	PUNCT
cblr-1758	276	1	scopino	scopino	PROPN
cblr-1758	276	2	–	–	PUNCT
cblr-1758	276	3	final	final	ADJ
cblr-1758	276	4	no	no	NOUN
cblr-1758	276	5	.	.	PUNCT
cblr-1758	277	1	2:439	2:439	NUM
cblr-1758	277	2	]	]	X
cblr-1758	277	3	the	the	DET
cblr-1758	277	4	second	second	ADJ
cblr-1758	277	5	machine	machine	NOUN
cblr-1758	277	6	age	age	NOUN
cblr-1758	277	7	457	457	NUM
cblr-1758	277	8	the	the	DET
cblr-1758	277	9	cftc	cftc	PROPN
cblr-1758	277	10	recognizes	recognize	VERB
cblr-1758	277	11	that	that	SCONJ
cblr-1758	277	12	technological	technological	ADJ
cblr-1758	277	13	advances	advance	NOUN
cblr-1758	277	14	have	have	AUX
cblr-1758	277	15	substantially	substantially	ADV
cblr-1758	277	16	changed	change	VERB
cblr-1758	277	17	the	the	DET
cblr-1758	277	18	structure	structure	NOUN
cblr-1758	277	19	and	and	CCONJ
cblr-1758	277	20	operations	operation	NOUN
cblr-1758	277	21	of	of	ADP
cblr-1758	277	22	the	the	DET
cblr-1758	277	23	markets	market	NOUN
cblr-1758	277	24	for	for	ADP
cblr-1758	277	25	futures	future	NOUN
cblr-1758	277	26	and	and	CCONJ
cblr-1758	277	27	other	other	ADJ
cblr-1758	277	28	derivatives	derivative	NOUN
cblr-1758	277	29	.	.	PUNCT
cblr-1758	278	1	to	to	PART
cblr-1758	278	2	address	address	VERB
cblr-1758	278	3	these	these	DET
cblr-1758	278	4	issues	issue	NOUN
cblr-1758	278	5	,	,	PUNCT
cblr-1758	278	6	on	on	ADP
cblr-1758	278	7	september	september	PROPN
cblr-1758	278	8	9	9	NUM
cblr-1758	278	9	,	,	PUNCT
cblr-1758	278	10	2013	2013	NUM
cblr-1758	278	11	,	,	PUNCT
cblr-1758	278	12	the	the	DET
cblr-1758	278	13	cftc	cftc	PROPN
cblr-1758	278	14	issued	issue	VERB
cblr-1758	278	15	a	a	DET
cblr-1758	278	16	concept	concept	NOUN
cblr-1758	278	17	release	release	NOUN
cblr-1758	278	18	on	on	ADP
cblr-1758	278	19	risk	risk	NOUN
cblr-1758	278	20	controls	control	NOUN
cblr-1758	278	21	and	and	CCONJ
cblr-1758	278	22	system	system	NOUN
cblr-1758	278	23	safeguards	safeguard	NOUN
cblr-1758	278	24	for	for	ADP
cblr-1758	278	25	automated	automate	VERB
cblr-1758	278	26	trading	trading	NOUN
cblr-1758	278	27	environments	environment	NOUN
cblr-1758	278	28	,	,	PUNCT
cblr-1758	278	29	which	which	PRON
cblr-1758	278	30	solicited	solicit	VERB
cblr-1758	278	31	comments	comment	NOUN
cblr-1758	278	32	in	in	ADP
cblr-1758	278	33	response	response	NOUN
cblr-1758	278	34	to	to	ADP
cblr-1758	278	35	124	124	NUM
cblr-1758	278	36	questions	question	NOUN
cblr-1758	278	37	in	in	ADP
cblr-1758	278	38	the	the	DET
cblr-1758	278	39	document.61	document.61	NOUN
cblr-1758	278	40	the	the	DET
cblr-1758	278	41	concept	concept	NOUN
cblr-1758	278	42	release	release	NOUN
cblr-1758	278	43	covered	cover	VERB
cblr-1758	278	44	a	a	DET
cblr-1758	278	45	broad	broad	ADJ
cblr-1758	278	46	array	array	NOUN
cblr-1758	278	47	of	of	ADP
cblr-1758	278	48	issues	issue	NOUN
cblr-1758	278	49	related	relate	VERB
cblr-1758	278	50	to	to	ADP
cblr-1758	278	51	automation	automation	NOUN
cblr-1758	278	52	in	in	ADP
cblr-1758	278	53	the	the	DET
cblr-1758	278	54	derivatives	derivative	NOUN
cblr-1758	278	55	markets	market	NOUN
cblr-1758	278	56	,	,	PUNCT
cblr-1758	278	57	and	and	CCONJ
cblr-1758	278	58	touched	touch	VERB
cblr-1758	278	59	on	on	ADP
cblr-1758	278	60	several	several	ADJ
cblr-1758	278	61	matters	matter	NOUN
cblr-1758	278	62	related	relate	VERB
cblr-1758	278	63	to	to	ADP
cblr-1758	278	64	the	the	DET
cblr-1758	278	65	definitions	definition	NOUN
cblr-1758	278	66	(	(	PUNCT
cblr-1758	278	67	and	and	CCONJ
cblr-1758	278	68	regulation	regulation	NOUN
cblr-1758	278	69	)	)	PUNCT
cblr-1758	278	70	of	of	ADP
cblr-1758	278	71	intermediaries	intermediary	NOUN
cblr-1758	278	72	.	.	PUNCT
cblr-1758	279	1	specifically	specifically	ADV
cblr-1758	279	2	,	,	PUNCT
cblr-1758	279	3	the	the	DET
cblr-1758	279	4	concept	concept	NOUN
cblr-1758	279	5	release	release	NOUN
cblr-1758	279	6	raised	raise	VERB
cblr-1758	279	7	a	a	DET
cblr-1758	279	8	number	number	NOUN
cblr-1758	279	9	of	of	ADP
cblr-1758	279	10	questions	question	NOUN
cblr-1758	279	11	,	,	PUNCT
cblr-1758	279	12	such	such	ADJ
cblr-1758	279	13	as	as	ADP
cblr-1758	279	14	(	(	PUNCT
cblr-1758	279	15	1	1	NUM
cblr-1758	279	16	)	)	PUNCT
cblr-1758	279	17	whether	whether	SCONJ
cblr-1758	279	18	to	to	PART
cblr-1758	279	19	require	require	VERB
cblr-1758	279	20	firms	firm	NOUN
cblr-1758	279	21	that	that	PRON
cblr-1758	279	22	use	use	VERB
cblr-1758	279	23	atss	atss	NOUN
cblr-1758	279	24	to	to	PART
cblr-1758	279	25	register	register	VERB
cblr-1758	279	26	as	as	ADP
cblr-1758	279	27	floor	floor	NOUN
cblr-1758	279	28	traders	trader	NOUN
cblr-1758	279	29	(	(	PUNCT
cblr-1758	279	30	or	or	CCONJ
cblr-1758	279	31	some	some	DET
cblr-1758	279	32	other	other	ADJ
cblr-1758	279	33	category	category	NOUN
cblr-1758	279	34	of	of	ADP
cblr-1758	279	35	intermediary),62	intermediary),62	ADJ
cblr-1758	279	36	(	(	PUNCT
cblr-1758	279	37	2	2	X
cblr-1758	279	38	)	)	PUNCT
cblr-1758	279	39	whether	whether	SCONJ
cblr-1758	279	40	to	to	PART
cblr-1758	279	41	require	require	VERB
cblr-1758	279	42	“	"	PUNCT
cblr-1758	279	43	software	software	NOUN
cblr-1758	279	44	firms	firm	NOUN
cblr-1758	279	45	”	"	PUNCT
cblr-1758	279	46	that	that	PRON
cblr-1758	279	47	provide	provide	VERB
cblr-1758	279	48	“	"	PUNCT
cblr-1758	279	49	algorithms	algorithm	NOUN
cblr-1758	279	50	”	"	PUNCT
cblr-1758	279	51	for	for	ADP
cblr-1758	279	52	atss	atss	NOUN
cblr-1758	279	53	to	to	PART
cblr-1758	279	54	register,63	register,63	VERB
cblr-1758	279	55	and	and	CCONJ
cblr-1758	279	56	(	(	PUNCT
cblr-1758	279	57	3	3	X
cblr-1758	279	58	)	)	PUNCT
cblr-1758	279	59	whether	whether	SCONJ
cblr-1758	279	60	to	to	PART
cblr-1758	279	61	implement	implement	VERB
cblr-1758	279	62	“	"	PUNCT
cblr-1758	279	63	measures	measure	NOUN
cblr-1758	279	64	to	to	PART
cblr-1758	279	65	improve	improve	VERB
cblr-1758	279	66	the	the	DET
cblr-1758	279	67	identification	identification	NOUN
cblr-1758	279	68	of	of	ADP
cblr-1758	279	69	ats	at	NOUN
cblr-1758	279	70	or	or	CCONJ
cblr-1758	279	71	their	their	PRON
cblr-1758	279	72	underlying	underlie	VERB
cblr-1758	279	73	algorithms	algorithm	NOUN
cblr-1758	279	74	.	.	PUNCT
cblr-1758	280	1	”64	”64	PROPN
cblr-1758	280	2	61	61	NUM
cblr-1758	280	3	press	press	NOUN
cblr-1758	280	4	release	release	NOUN
cblr-1758	280	5	,	,	PUNCT
cblr-1758	280	6	u.s	u.s	PROPN
cblr-1758	280	7	.	.	PROPN
cblr-1758	280	8	commodities	commodity	NOUN
cblr-1758	280	9	futures	future	NOUN
cblr-1758	280	10	trading	trading	NOUN
cblr-1758	280	11	comm’n	comm’n	NOUN
cblr-1758	280	12	,	,	PUNCT
cblr-1758	280	13	cftc	cftc	PROPN
cblr-1758	280	14	publishes	publish	VERB
cblr-1758	280	15	concept	concept	NOUN
cblr-1758	280	16	release	release	NOUN
cblr-1758	280	17	on	on	ADP
cblr-1758	280	18	risk	risk	NOUN
cblr-1758	280	19	controls	control	NOUN
cblr-1758	280	20	and	and	CCONJ
cblr-1758	280	21	system	system	NOUN
cblr-1758	280	22	safeguards	safeguard	NOUN
cblr-1758	280	23	for	for	ADP
cblr-1758	280	24	automated	automate	VERB
cblr-1758	280	25	trading	trading	NOUN
cblr-1758	280	26	environments	environment	NOUN
cblr-1758	280	27	(	(	PUNCT
cblr-1758	280	28	sept	sept	PROPN
cblr-1758	280	29	.	.	PROPN
cblr-1758	280	30	9	9	NUM
cblr-1758	280	31	,	,	PUNCT
cblr-1758	280	32	2013	2013	NUM
cblr-1758	280	33	)	)	PUNCT
cblr-1758	280	34	,	,	PUNCT
cblr-1758	280	35	available	available	ADJ
cblr-1758	280	36	at	at	ADP
cblr-1758	280	37	http://www.cftc.gov/pressroom/pressreleases/pr6683-13	http://www.cftc.gov/pressroom/pressreleases/pr6683-13	PROPN
cblr-1758	280	38	,	,	PUNCT
cblr-1758	280	39	archived	archive	VERB
cblr-1758	280	40	at	at	ADP
cblr-1758	280	41	http://perma.cc/9fg9-jj5r	http://perma.cc/9fg9-jj5r	ADV
cblr-1758	280	42	.	.	PUNCT
cblr-1758	281	1	see	see	AUX
cblr-1758	281	2	also	also	ADV
cblr-1758	281	3	concept	concept	VERB
cblr-1758	281	4	release	release	NOUN
cblr-1758	281	5	on	on	ADP
cblr-1758	281	6	risk	risk	NOUN
cblr-1758	281	7	controls	control	NOUN
cblr-1758	281	8	and	and	CCONJ
cblr-1758	281	9	system	system	NOUN
cblr-1758	281	10	safeguards	safeguard	NOUN
cblr-1758	281	11	for	for	ADP
cblr-1758	281	12	automated	automate	VERB
cblr-1758	281	13	trading	trading	NOUN
cblr-1758	281	14	environments	environment	NOUN
cblr-1758	281	15	,	,	PUNCT
cblr-1758	281	16	78	78	NUM
cblr-1758	281	17	fed	feed	VERB
cblr-1758	281	18	.	.	PUNCT
cblr-1758	282	1	reg	reg	PROPN
cblr-1758	282	2	.	.	PUNCT
cblr-1758	283	1	at	at	ADP
cblr-1758	283	2	56,542	56,542	NUM
cblr-1758	283	3	,	,	PUNCT
cblr-1758	283	4	56,564–69	56,564–69	NUM
cblr-1758	283	5	.	.	PUNCT
cblr-1758	284	1	62	62	NUM
cblr-1758	285	1	i	i	PRON
cblr-1758	285	2	d.	d.	PROPN
cblr-1758	285	3	at	at	ADP
cblr-1758	285	4	56,560	56,560	NUM
cblr-1758	285	5	.	.	PUNCT
cblr-1758	286	1	63	63	NUM
cblr-1758	287	1	i	i	PRON
cblr-1758	287	2	d.	d.	PROPN
cblr-1758	287	3	at	at	ADP
cblr-1758	287	4	56,561	56,561	NUM
cblr-1758	287	5	.	.	PUNCT
cblr-1758	288	1	64	64	NUM
cblr-1758	289	1	i	i	PRON
cblr-1758	289	2	d.	d.	NOUN
cblr-1758	289	3	at	at	ADP
cblr-1758	289	4	56,559	56,559	NUM
cblr-1758	289	5	.	.	PUNCT
cblr-1758	290	1	likewise	likewise	ADV
cblr-1758	290	2	,	,	PUNCT
cblr-1758	290	3	the	the	DET
cblr-1758	290	4	financial	financial	ADJ
cblr-1758	290	5	industry	industry	NOUN
cblr-1758	290	6	regulatory	regulatory	ADJ
cblr-1758	290	7	authority	authority	NOUN
cblr-1758	290	8	(	(	PUNCT
cblr-1758	290	9	“	"	PUNCT
cblr-1758	290	10	finra	finra	NOUN
cblr-1758	290	11	”	"	PUNCT
cblr-1758	290	12	)	)	PUNCT
cblr-1758	290	13	,	,	PUNCT
cblr-1758	290	14	the	the	DET
cblr-1758	290	15	self	self	NOUN
cblr-1758	290	16	-	-	PUNCT
cblr-1758	290	17	regulatory	regulatory	ADJ
cblr-1758	290	18	organization	organization	NOUN
cblr-1758	290	19	for	for	ADP
cblr-1758	290	20	the	the	DET
cblr-1758	290	21	securities	security	NOUN
cblr-1758	290	22	industry	industry	NOUN
cblr-1758	290	23	,	,	PUNCT
cblr-1758	290	24	has	have	AUX
cblr-1758	290	25	“	"	PUNCT
cblr-1758	290	26	issued	issue	VERB
cblr-1758	290	27	a	a	DET
cblr-1758	290	28	proposal	proposal	NOUN
cblr-1758	290	29	to	to	PART
cblr-1758	290	30	establish	establish	VERB
cblr-1758	290	31	a	a	DET
cblr-1758	290	32	registration	registration	NOUN
cblr-1758	290	33	requirement	requirement	NOUN
cblr-1758	290	34	for	for	ADP
cblr-1758	290	35	persons	person	NOUN
cblr-1758	290	36	who	who	PRON
cblr-1758	290	37	are	be	AUX
cblr-1758	290	38	primarily	primarily	ADV
cblr-1758	290	39	responsible	responsible	ADJ
cblr-1758	290	40	for	for	ADP
cblr-1758	290	41	the	the	DET
cblr-1758	290	42	design	design	NOUN
cblr-1758	290	43	,	,	PUNCT
cblr-1758	290	44	development	development	NOUN
cblr-1758	290	45	or	or	CCONJ
cblr-1758	290	46	for	for	ADP
cblr-1758	290	47	directing	direct	VERB
cblr-1758	290	48	the	the	DET
cblr-1758	290	49	significant	significant	ADJ
cblr-1758	290	50	modification	modification	NOUN
cblr-1758	290	51	of	of	ADP
cblr-1758	290	52	an	an	DET
cblr-1758	290	53	algorithmic	algorithmic	ADJ
cblr-1758	290	54	strategy	strategy	NOUN
cblr-1758	290	55	,	,	PUNCT
cblr-1758	290	56	or	or	CCONJ
cblr-1758	290	57	responsible	responsible	ADJ
cblr-1758	290	58	for	for	ADP
cblr-1758	290	59	supervising	supervise	VERB
cblr-1758	290	60	such	such	ADJ
cblr-1758	290	61	functions	function	NOUN
cblr-1758	290	62	.	.	PUNCT
cblr-1758	290	63	”	"	PUNCT
cblr-1758	291	1	regulators	regulator	NOUN
cblr-1758	291	2	eye	eye	NOUN
cblr-1758	291	3	algorithms	algorithm	NOUN
cblr-1758	291	4	,	,	PUNCT
cblr-1758	291	5	markets	market	VERB
cblr-1758	291	6	media	medium	NOUN
cblr-1758	291	7	(	(	PUNCT
cblr-1758	291	8	oct	oct	PROPN
cblr-1758	291	9	.	.	PROPN
cblr-1758	291	10	24	24	NUM
cblr-1758	291	11	,	,	PUNCT
cblr-1758	291	12	2014	2014	NUM
cblr-1758	291	13	)	)	PUNCT
cblr-1758	291	14	,	,	PUNCT
cblr-1758	291	15	http://marketsmedia.com/regulators-eyealgorithms	http://marketsmedia.com/regulators-eyealgorithm	NOUN
cblr-1758	291	16	,	,	PUNCT
cblr-1758	291	17	archived	archive	VERB
cblr-1758	291	18	at	at	ADP
cblr-1758	291	19	http://perma.cc/7hzv-gc92	http://perma.cc/7hzv-gc92	PROPN
cblr-1758	291	20	.	.	PUNCT
cblr-1758	292	1	see	see	VERB
cblr-1758	292	2	also	also	ADV
cblr-1758	292	3	carlo	carlo	PROPN
cblr-1758	292	4	di	di	PROPN
cblr-1758	292	5	florio	florio	PROPN
cblr-1758	292	6	,	,	PUNCT
cblr-1758	292	7	finra	finra	PROPN
cblr-1758	292	8	’s	’s	PART
cblr-1758	292	9	cro	cro	PROPN
cblr-1758	292	10	asks	ask	VERB
cblr-1758	292	11	whether	whether	SCONJ
cblr-1758	292	12	algo	algo	PROPN
cblr-1758	292	13	trading	trading	NOUN
cblr-1758	292	14	is	be	AUX
cblr-1758	292	15	“	"	PUNCT
cblr-1758	292	16	ungovernable	ungovernable	ADJ
cblr-1758	292	17	,	,	PUNCT
cblr-1758	292	18	”	"	PUNCT
cblr-1758	292	19	automated	automated	ADJ
cblr-1758	292	20	trader	trader	NOUN
cblr-1758	292	21	(	(	PUNCT
cblr-1758	292	22	oct	oct	PROPN
cblr-1758	292	23	.	.	PROPN
cblr-1758	292	24	21	21	NUM
cblr-1758	292	25	,	,	PUNCT
cblr-1758	292	26	2014	2014	NUM
cblr-1758	292	27	)	)	PUNCT
cblr-1758	292	28	,	,	PUNCT
cblr-1758	292	29	http://www.automatedtrader.net/	http://www.automatedtrader.net/	NOUN
cblr-1758	292	30	headlines/152094	headlines/152094	PROPN
cblr-1758	292	31	/	/	SYM
cblr-1758	292	32	finras	finras	PROPN
cblr-1758	292	33	-	-	PUNCT
cblr-1758	292	34	cro	cro	NOUN
cblr-1758	292	35	-	-	PUNCT
cblr-1758	292	36	asks	ask	VERB
cblr-1758	292	37	-	-	PUNCT
cblr-1758	292	38	whether	whether	SCONJ
cblr-1758	292	39	-	-	PUNCT
cblr-1758	292	40	algo	algo	NOUN
cblr-1758	292	41	-	-	PUNCT
cblr-1758	292	42	trading	trading	NOUN
cblr-1758	292	43	-	-	PUNCT
cblr-1758	292	44	is	be	AUX
cblr-1758	292	45	-	-	PUNCT
cblr-1758	292	46	ungovernable	ungovernable	ADJ
cblr-1758	292	47	,	,	PUNCT
cblr-1758	292	48	archived	archive	VERB
cblr-1758	292	49	at	at	ADP
cblr-1758	292	50	http://perma.cc/c5x3-a4wq	http://perma.cc/c5x3-a4wq	PROPN
cblr-1758	292	51	:	:	PUNCT
cblr-1758	292	52	finra	finra	NOUN
cblr-1758	292	53	will	will	AUX
cblr-1758	292	54	also	also	ADV
cblr-1758	292	55	publish	publish	VERB
cblr-1758	292	56	guidance	guidance	NOUN
cblr-1758	292	57	reminding	remind	VERB
cblr-1758	292	58	firms	firm	NOUN
cblr-1758	292	59	of	of	ADP
cblr-1758	292	60	their	their	PRON
cblr-1758	292	61	existing	exist	VERB
cblr-1758	292	62	supervisory	supervisory	ADJ
cblr-1758	292	63	obligations	obligation	NOUN
cblr-1758	292	64	with	with	ADP
cblr-1758	292	65	regard	regard	NOUN
cblr-1758	292	66	to	to	ADP
cblr-1758	292	67	the	the	DET
cblr-1758	292	68	scopino	scopino	NOUN
cblr-1758	292	69	–	–	PUNCT
cblr-1758	292	70	final	final	ADJ
cblr-1758	292	71	458	458	NUM
cblr-1758	292	72	columbia	columbia	PROPN
cblr-1758	292	73	business	business	NOUN
cblr-1758	292	74	law	law	PROPN
cblr-1758	292	75	review	review	NOUN
cblr-1758	293	1	[	[	X
cblr-1758	293	2	vol	vol	NOUN
cblr-1758	293	3	.	.	NOUN
cblr-1758	293	4	2015	2015	NUM
cblr-1758	293	5	the	the	DET
cblr-1758	293	6	goal	goal	NOUN
cblr-1758	293	7	of	of	ADP
cblr-1758	293	8	this	this	DET
cblr-1758	293	9	article	article	NOUN
cblr-1758	293	10	is	be	AUX
cblr-1758	293	11	to	to	PART
cblr-1758	293	12	subject	subject	VERB
cblr-1758	293	13	the	the	DET
cblr-1758	293	14	existing	exist	VERB
cblr-1758	293	15	regulatory	regulatory	ADJ
cblr-1758	293	16	framework	framework	NOUN
cblr-1758	293	17	for	for	ADP
cblr-1758	293	18	derivatives	derivative	NOUN
cblr-1758	293	19	market	market	NOUN
cblr-1758	293	20	intermediaries	intermediary	NOUN
cblr-1758	293	21	to	to	ADP
cblr-1758	293	22	analysis	analysis	NOUN
cblr-1758	293	23	taken	take	VERB
cblr-1758	293	24	from	from	ADP
cblr-1758	293	25	current	current	ADJ
cblr-1758	293	26	philosophical	philosophical	ADJ
cblr-1758	293	27	and	and	CCONJ
cblr-1758	293	28	legal	legal	ADJ
cblr-1758	293	29	research	research	NOUN
cblr-1758	293	30	concerning	concern	VERB
cblr-1758	293	31	autonomous	autonomous	ADJ
cblr-1758	293	32	artificial	artificial	ADJ
cblr-1758	293	33	agents	agent	NOUN
cblr-1758	293	34	.	.	PUNCT
cblr-1758	294	1	part	part	NOUN
cblr-1758	294	2	ii	ii	PROPN
cblr-1758	294	3	of	of	ADP
cblr-1758	294	4	this	this	DET
cblr-1758	294	5	article	article	NOUN
cblr-1758	294	6	outlines	outline	VERB
cblr-1758	294	7	the	the	DET
cblr-1758	294	8	existing	exist	VERB
cblr-1758	294	9	registration	registration	NOUN
cblr-1758	294	10	and	and	CCONJ
cblr-1758	294	11	regulatory	regulatory	ADJ
cblr-1758	294	12	requirements	requirement	NOUN
cblr-1758	294	13	for	for	ADP
cblr-1758	294	14	intermediaries	intermediary	NOUN
cblr-1758	294	15	in	in	ADP
cblr-1758	294	16	the	the	DET
cblr-1758	294	17	futures	future	NOUN
cblr-1758	294	18	and	and	CCONJ
cblr-1758	294	19	derivatives	derivative	NOUN
cblr-1758	294	20	markets	market	NOUN
cblr-1758	294	21	.	.	PUNCT
cblr-1758	295	1	part	part	NOUN
cblr-1758	295	2	iii	iii	NUM
cblr-1758	295	3	provides	provide	VERB
cblr-1758	295	4	definitions	definition	NOUN
cblr-1758	295	5	of	of	ADP
cblr-1758	295	6	several	several	ADJ
cblr-1758	295	7	common	common	ADJ
cblr-1758	295	8	categories	category	NOUN
cblr-1758	295	9	of	of	ADP
cblr-1758	295	10	futures	future	NOUN
cblr-1758	295	11	market	market	NOUN
cblr-1758	295	12	intermediaries	intermediary	NOUN
cblr-1758	295	13	.	.	PUNCT
cblr-1758	296	1	part	part	NOUN
cblr-1758	296	2	iv	iv	NUM
cblr-1758	296	3	compares	compare	VERB
cblr-1758	296	4	ways	way	NOUN
cblr-1758	296	5	to	to	PART
cblr-1758	296	6	expand	expand	VERB
cblr-1758	296	7	the	the	DET
cblr-1758	296	8	registration	registration	NOUN
cblr-1758	296	9	requirements	requirement	NOUN
cblr-1758	296	10	to	to	PART
cblr-1758	296	11	include	include	VERB
cblr-1758	296	12	persons	person	NOUN
cblr-1758	296	13	who	who	PRON
cblr-1758	296	14	use	use	VERB
cblr-1758	296	15	atss	atss	ADJ
cblr-1758	296	16	and	and	CCONJ
cblr-1758	296	17	software	software	NOUN
cblr-1758	296	18	firms	firm	NOUN
cblr-1758	296	19	that	that	PRON
cblr-1758	296	20	provide	provide	VERB
cblr-1758	296	21	algorithms	algorithm	NOUN
cblr-1758	296	22	or	or	CCONJ
cblr-1758	296	23	software	software	NOUN
cblr-1758	296	24	code	code	NOUN
cblr-1758	296	25	for	for	ADP
cblr-1758	296	26	atss	atss	NOUN
cblr-1758	296	27	with	with	ADP
cblr-1758	296	28	the	the	DET
cblr-1758	296	29	traditional	traditional	ADJ
cblr-1758	296	30	,	,	PUNCT
cblr-1758	296	31	but	but	CCONJ
cblr-1758	296	32	implicit	implicit	ADJ
cblr-1758	296	33	,	,	PUNCT
cblr-1758	296	34	theoretical	theoretical	ADJ
cblr-1758	296	35	framework	framework	NOUN
cblr-1758	296	36	that	that	PRON
cblr-1758	296	37	appears	appear	VERB
cblr-1758	296	38	to	to	PART
cblr-1758	296	39	have	have	AUX
cblr-1758	296	40	guided	guide	VERB
cblr-1758	296	41	congress	congress	PROPN
cblr-1758	296	42	in	in	ADP
cblr-1758	296	43	previous	previous	ADJ
cblr-1758	296	44	initiatives	initiative	NOUN
cblr-1758	296	45	that	that	PRON
cblr-1758	296	46	broadened	broaden	VERB
cblr-1758	296	47	the	the	DET
cblr-1758	296	48	scope	scope	NOUN
cblr-1758	296	49	of	of	ADP
cblr-1758	296	50	compulsory	compulsory	ADJ
cblr-1758	296	51	registration	registration	NOUN
cblr-1758	296	52	for	for	ADP
cblr-1758	296	53	players	player	NOUN
cblr-1758	296	54	in	in	ADP
cblr-1758	296	55	the	the	DET
cblr-1758	296	56	derivatives	derivative	NOUN
cblr-1758	296	57	markets	market	NOUN
cblr-1758	296	58	.	.	PUNCT
cblr-1758	297	1	this	this	DET
cblr-1758	297	2	article	article	NOUN
cblr-1758	297	3	concludes	conclude	VERB
cblr-1758	297	4	that	that	SCONJ
cblr-1758	297	5	,	,	PUNCT
cblr-1758	297	6	to	to	ADP
cblr-1758	297	7	some	some	DET
cblr-1758	297	8	degree	degree	NOUN
cblr-1758	297	9	,	,	PUNCT
cblr-1758	297	10	expanding	expand	VERB
cblr-1758	297	11	the	the	DET
cblr-1758	297	12	registration	registration	NOUN
cblr-1758	297	13	and	and	CCONJ
cblr-1758	297	14	identification	identification	NOUN
cblr-1758	297	15	requirements	requirement	NOUN
cblr-1758	297	16	is	be	AUX
cblr-1758	297	17	consistent	consistent	ADJ
cblr-1758	297	18	with	with	ADP
cblr-1758	297	19	the	the	DET
cblr-1758	297	20	theoretical	theoretical	ADJ
cblr-1758	297	21	framework	framework	NOUN
cblr-1758	297	22	congress	congress	PROPN
cblr-1758	297	23	traditionally	traditionally	ADV
cblr-1758	297	24	uses	use	VERB
cblr-1758	297	25	.	.	PUNCT
cblr-1758	298	1	this	this	DET
cblr-1758	298	2	article	article	NOUN
cblr-1758	298	3	goes	go	VERB
cblr-1758	298	4	on	on	ADP
cblr-1758	298	5	to	to	PART
cblr-1758	298	6	argue	argue	VERB
cblr-1758	298	7	,	,	PUNCT
cblr-1758	298	8	however	however	ADV
cblr-1758	298	9	,	,	PUNCT
cblr-1758	298	10	that	that	SCONJ
cblr-1758	298	11	the	the	DET
cblr-1758	298	12	traditional	traditional	ADJ
cblr-1758	298	13	theoretical	theoretical	ADJ
cblr-1758	298	14	framework	framework	NOUN
cblr-1758	298	15	applied	apply	VERB
cblr-1758	298	16	by	by	ADP
cblr-1758	298	17	congress	congress	PROPN
cblr-1758	298	18	fails	fail	VERB
cblr-1758	298	19	to	to	PART
cblr-1758	298	20	fully	fully	ADV
cblr-1758	298	21	address	address	VERB
cblr-1758	298	22	the	the	DET
cblr-1758	298	23	more	more	ADV
cblr-1758	298	24	important	important	ADJ
cblr-1758	298	25	question	question	NOUN
cblr-1758	298	26	at	at	ADP
cblr-1758	298	27	issue	issue	NOUN
cblr-1758	298	28	:	:	PUNCT
cblr-1758	298	29	namely	namely	ADV
cblr-1758	298	30	,	,	PUNCT
cblr-1758	298	31	how	how	SCONJ
cblr-1758	298	32	to	to	PART
cblr-1758	298	33	ensure	ensure	VERB
cblr-1758	298	34	that	that	SCONJ
cblr-1758	298	35	high	high	ADJ
cblr-1758	298	36	ethical	ethical	ADJ
cblr-1758	298	37	standards	standard	NOUN
cblr-1758	298	38	will	will	AUX
cblr-1758	298	39	continue	continue	VERB
cblr-1758	298	40	to	to	PART
cblr-1758	298	41	prevail	prevail	VERB
cblr-1758	298	42	when	when	SCONJ
cblr-1758	298	43	all	all	DET
cblr-1758	298	44	or	or	CCONJ
cblr-1758	298	45	most	most	ADJ
cblr-1758	298	46	derivatives	derivative	NOUN
cblr-1758	298	47	trading	trading	NOUN
cblr-1758	298	48	professionals	professional	NOUN
cblr-1758	298	49	and	and	CCONJ
cblr-1758	298	50	other	other	ADJ
cblr-1758	298	51	market	market	NOUN
cblr-1758	298	52	participants	participant	NOUN
cblr-1758	298	53	are	be	AUX
cblr-1758	298	54	“	"	PUNCT
cblr-1758	298	55	autonomous	autonomous	ADJ
cblr-1758	298	56	artificial	artificial	ADJ
cblr-1758	298	57	agents”65	agents”65	PROPN
cblr-1758	298	58	as	as	SCONJ
cblr-1758	298	59	opposed	oppose	VERB
cblr-1758	298	60	to	to	ADP
cblr-1758	298	61	humans	human	NOUN
cblr-1758	298	62	.	.	PUNCT
cblr-1758	299	1	as	as	ADP
cblr-1758	299	2	such	such	ADJ
cblr-1758	299	3	,	,	PUNCT
cblr-1758	299	4	the	the	DET
cblr-1758	299	5	current	current	ADJ
cblr-1758	299	6	challenge	challenge	NOUN
cblr-1758	299	7	before	before	ADP
cblr-1758	299	8	congress	congress	PROPN
cblr-1758	299	9	and	and	CCONJ
cblr-1758	299	10	the	the	DET
cblr-1758	299	11	cftc	cftc	PROPN
cblr-1758	299	12	goes	go	VERB
cblr-1758	299	13	beyond	beyond	ADP
cblr-1758	299	14	modifying	modify	VERB
cblr-1758	299	15	the	the	DET
cblr-1758	299	16	definitions	definition	NOUN
cblr-1758	299	17	of	of	ADP
cblr-1758	299	18	regulated	regulated	ADJ
cblr-1758	299	19	intermediaries	intermediary	NOUN
cblr-1758	299	20	.	.	PUNCT
cblr-1758	300	1	the	the	DET
cblr-1758	300	2	task	task	NOUN
cblr-1758	300	3	will	will	AUX
cblr-1758	300	4	be	be	AUX
cblr-1758	300	5	to	to	PART
cblr-1758	300	6	craft	craft	VERB
cblr-1758	300	7	and	and	CCONJ
cblr-1758	300	8	implement	implement	VERB
cblr-1758	300	9	a	a	DET
cblr-1758	300	10	legal	legal	ADJ
cblr-1758	300	11	framework	framework	NOUN
cblr-1758	300	12	that	that	PRON
cblr-1758	300	13	ensures	ensure	VERB
cblr-1758	300	14	that	that	SCONJ
cblr-1758	300	15	digital	digital	ADJ
cblr-1758	300	16	intermediaries	intermediary	NOUN
cblr-1758	300	17	and	and	CCONJ
cblr-1758	300	18	other	other	ADJ
cblr-1758	300	19	autonomous	autonomous	ADJ
cblr-1758	300	20	artificial	artificial	ADJ
cblr-1758	300	21	agents	agent	NOUN
cblr-1758	300	22	development	development	NOUN
cblr-1758	300	23	and	and	CCONJ
cblr-1758	300	24	deployment	deployment	NOUN
cblr-1758	300	25	of	of	ADP
cblr-1758	300	26	algorithmic	algorithmic	ADJ
cblr-1758	300	27	trading	trading	NOUN
cblr-1758	300	28	strategies	strategy	NOUN
cblr-1758	300	29	.	.	PUNCT
cblr-1758	301	1	[	[	X
cblr-1758	301	2	finra	finra	NOUN
cblr-1758	301	3	will	will	AUX
cblr-1758	301	4	]	]	PUNCT
cblr-1758	301	5	also	also	ADV
cblr-1758	301	6	provide	provide	VERB
cblr-1758	301	7	additional	additional	ADJ
cblr-1758	301	8	guidance	guidance	NOUN
cblr-1758	301	9	to	to	ADP
cblr-1758	301	10	firms	firm	NOUN
cblr-1758	301	11	on	on	ADP
cblr-1758	301	12	effective	effective	ADJ
cblr-1758	301	13	controls	control	NOUN
cblr-1758	301	14	and	and	CCONJ
cblr-1758	301	15	practices	practice	NOUN
cblr-1758	301	16	to	to	PART
cblr-1758	301	17	monitor	monitor	VERB
cblr-1758	301	18	for	for	ADP
cblr-1758	301	19	and	and	CCONJ
cblr-1758	301	20	prevent	prevent	VERB
cblr-1758	301	21	potential	potential	ADJ
cblr-1758	301	22	adverse	adverse	ADJ
cblr-1758	301	23	impacts	impact	NOUN
cblr-1758	301	24	on	on	ADP
cblr-1758	301	25	the	the	DET
cblr-1758	301	26	market	market	NOUN
cblr-1758	301	27	.	.	PUNCT
cblr-1758	302	1	the	the	DET
cblr-1758	302	2	guidance	guidance	NOUN
cblr-1758	302	3	will	will	AUX
cblr-1758	302	4	also	also	ADV
cblr-1758	302	5	cover	cover	VERB
cblr-1758	302	6	firms	firm	NOUN
cblr-1758	302	7	’	’	PART
cblr-1758	302	8	obligations	obligation	NOUN
cblr-1758	302	9	in	in	ADP
cblr-1758	302	10	these	these	DET
cblr-1758	302	11	areas	area	NOUN
cblr-1758	302	12	,	,	PUNCT
cblr-1758	302	13	and	and	CCONJ
cblr-1758	302	14	supervision	supervision	NOUN
cblr-1758	302	15	and	and	CCONJ
cblr-1758	302	16	control	control	NOUN
cblr-1758	302	17	practices	practice	NOUN
cblr-1758	302	18	for	for	ADP
cblr-1758	302	19	firms	firm	NOUN
cblr-1758	302	20	and	and	CCONJ
cblr-1758	302	21	market	market	NOUN
cblr-1758	302	22	participants	participant	NOUN
cblr-1758	302	23	that	that	PRON
cblr-1758	302	24	use	use	VERB
cblr-1758	302	25	algorithmic	algorithmic	ADJ
cblr-1758	302	26	trading	trading	NOUN
cblr-1758	302	27	strategies	strategy	NOUN
cblr-1758	302	28	.	.	PUNCT
cblr-1758	303	1	65	65	NUM
cblr-1758	303	2	see	see	VERB
cblr-1758	303	3	generally	generally	ADV
cblr-1758	303	4	samir	samir	PROPN
cblr-1758	303	5	chopra	chopra	PROPN
cblr-1758	303	6	&	&	CCONJ
cblr-1758	303	7	laurence	laurence	PROPN
cblr-1758	303	8	f.	f.	PROPN
cblr-1758	303	9	white	white	PROPN
cblr-1758	303	10	,	,	PUNCT
cblr-1758	303	11	a	a	DET
cblr-1758	303	12	legal	legal	ADJ
cblr-1758	303	13	theory	theory	NOUN
cblr-1758	303	14	for	for	ADP
cblr-1758	303	15	autonomous	autonomous	ADJ
cblr-1758	303	16	artificial	artificial	ADJ
cblr-1758	303	17	agents	agent	NOUN
cblr-1758	303	18	(	(	PUNCT
cblr-1758	303	19	2011	2011	NUM
cblr-1758	303	20	)	)	PUNCT
cblr-1758	303	21	.	.	PUNCT
cblr-1758	304	1	scopino	scopino	PROPN
cblr-1758	304	2	–	–	PUNCT
cblr-1758	304	3	final	final	ADJ
cblr-1758	304	4	no	no	NOUN
cblr-1758	304	5	.	.	PUNCT
cblr-1758	305	1	2:439	2:439	NUM
cblr-1758	305	2	]	]	X
cblr-1758	305	3	the	the	DET
cblr-1758	305	4	second	second	ADJ
cblr-1758	305	5	machine	machine	NOUN
cblr-1758	305	6	age	age	NOUN
cblr-1758	305	7	459	459	NUM
cblr-1758	305	8	will	will	AUX
cblr-1758	305	9	abide	abide	VERB
cblr-1758	305	10	by	by	ADP
cblr-1758	305	11	the	the	DET
cblr-1758	305	12	ethical	ethical	ADJ
cblr-1758	305	13	standards	standard	NOUN
cblr-1758	305	14	and	and	CCONJ
cblr-1758	305	15	legal	legal	ADJ
cblr-1758	305	16	rules	rule	NOUN
cblr-1758	305	17	governing	govern	VERB
cblr-1758	305	18	the	the	DET
cblr-1758	305	19	markets.66	markets.66	NOUN
cblr-1758	305	20	this	this	DET
cblr-1758	305	21	article	article	NOUN
cblr-1758	305	22	further	far	ADV
cblr-1758	305	23	concludes	conclude	VERB
cblr-1758	305	24	that	that	SCONJ
cblr-1758	305	25	,	,	PUNCT
cblr-1758	305	26	while	while	SCONJ
cblr-1758	305	27	limited	limited	ADJ
cblr-1758	305	28	expansion	expansion	NOUN
cblr-1758	305	29	of	of	ADP
cblr-1758	305	30	the	the	DET
cblr-1758	305	31	compulsory	compulsory	ADJ
cblr-1758	305	32	registration	registration	NOUN
cblr-1758	305	33	requirements	requirement	NOUN
cblr-1758	305	34	would	would	AUX
cblr-1758	305	35	be	be	AUX
cblr-1758	305	36	beneficial	beneficial	ADJ
cblr-1758	305	37	,	,	PUNCT
cblr-1758	305	38	congress	congress	PROPN
cblr-1758	305	39	and	and	CCONJ
cblr-1758	305	40	the	the	DET
cblr-1758	305	41	cftc	cftc	PROPN
cblr-1758	305	42	ultimately	ultimately	ADV
cblr-1758	305	43	need	need	VERB
cblr-1758	305	44	to	to	PART
cblr-1758	305	45	prohibit	prohibit	VERB
cblr-1758	305	46	digital	digital	ADJ
cblr-1758	305	47	intermediaries	intermediary	NOUN
cblr-1758	305	48	,	,	PUNCT
cblr-1758	305	49	including	include	VERB
cblr-1758	305	50	atss	atss	NOUN
cblr-1758	305	51	,	,	PUNCT
cblr-1758	305	52	from	from	ADP
cblr-1758	305	53	operating	operate	VERB
cblr-1758	305	54	in	in	ADP
cblr-1758	305	55	the	the	DET
cblr-1758	305	56	markets	market	NOUN
cblr-1758	305	57	unsupervised	unsupervised	ADJ
cblr-1758	305	58	,	,	PUNCT
cblr-1758	305	59	and	and	CCONJ
cblr-1758	305	60	hold	hold	VERB
cblr-1758	305	61	civilly	civilly	ADV
cblr-1758	305	62	liable	liable	ADJ
cblr-1758	305	63	for	for	ADP
cblr-1758	305	64	regulatory	regulatory	ADJ
cblr-1758	305	65	violations	violation	NOUN
cblr-1758	305	66	the	the	DET
cblr-1758	305	67	human	human	ADJ
cblr-1758	305	68	operators	operator	NOUN
cblr-1758	305	69	and	and	CCONJ
cblr-1758	305	70	owners	owner	NOUN
cblr-1758	305	71	of	of	ADP
cblr-1758	305	72	digital	digital	ADJ
cblr-1758	305	73	intermediaries	intermediary	NOUN
cblr-1758	305	74	who	who	PRON
cblr-1758	305	75	fail	fail	VERB
cblr-1758	305	76	to	to	PART
cblr-1758	305	77	take	take	VERB
cblr-1758	305	78	reasonable	reasonable	ADJ
cblr-1758	305	79	efforts	effort	NOUN
cblr-1758	305	80	to	to	PART
cblr-1758	305	81	prevent	prevent	VERB
cblr-1758	305	82	automated	automate	VERB
cblr-1758	305	83	illegal	illegal	ADJ
cblr-1758	305	84	activity	activity	NOUN
cblr-1758	305	85	.	.	PUNCT
cblr-1758	306	1	this	this	DET
cblr-1758	306	2	article	article	NOUN
cblr-1758	306	3	is	be	AUX
cblr-1758	306	4	the	the	DET
cblr-1758	306	5	first	first	ADJ
cblr-1758	306	6	to	to	PART
cblr-1758	306	7	analyze	analyze	VERB
cblr-1758	306	8	whether	whether	SCONJ
cblr-1758	306	9	existing	exist	VERB
cblr-1758	306	10	registration	registration	NOUN
cblr-1758	306	11	categories	category	NOUN
cblr-1758	306	12	under	under	ADP
cblr-1758	306	13	the	the	DET
cblr-1758	306	14	cea	cea	PROPN
cblr-1758	306	15	must	must	AUX
cblr-1758	306	16	be	be	AUX
cblr-1758	306	17	modified	modify	VERB
cblr-1758	306	18	and	and	CCONJ
cblr-1758	306	19	updated	update	VERB
cblr-1758	306	20	in	in	ADP
cblr-1758	306	21	light	light	NOUN
cblr-1758	306	22	of	of	ADP
cblr-1758	306	23	the	the	DET
cblr-1758	306	24	expansion	expansion	NOUN
cblr-1758	306	25	of	of	ADP
cblr-1758	306	26	automated	automate	VERB
cblr-1758	306	27	computers	computer	NOUN
cblr-1758	306	28	and	and	CCONJ
cblr-1758	306	29	software	software	NOUN
cblr-1758	306	30	programs	program	NOUN
cblr-1758	306	31	.	.	PUNCT
cblr-1758	307	1	ii	ii	X
cblr-1758	307	2	.	.	PUNCT
cblr-1758	308	1	the	the	DET
cblr-1758	308	2	existing	exist	VERB
cblr-1758	308	3	framework	framework	NOUN
cblr-1758	308	4	governing	govern	VERB
cblr-1758	308	5	the	the	DET
cblr-1758	308	6	regulation	regulation	NOUN
cblr-1758	308	7	of	of	ADP
cblr-1758	308	8	futures	future	NOUN
cblr-1758	308	9	market	market	NOUN
cblr-1758	308	10	intermediaries	intermediary	NOUN
cblr-1758	308	11	the	the	DET
cblr-1758	308	12	u.s	u.s	PROPN
cblr-1758	308	13	.	.	PROPN
cblr-1758	308	14	markets	market	NOUN
cblr-1758	308	15	for	for	ADP
cblr-1758	308	16	futures	future	NOUN
cblr-1758	308	17	,	,	PUNCT
cblr-1758	308	18	swaps	swap	NOUN
cblr-1758	308	19	,	,	PUNCT
cblr-1758	308	20	and	and	CCONJ
cblr-1758	308	21	other	other	ADJ
cblr-1758	308	22	derivatives	derivative	NOUN
cblr-1758	308	23	are	be	AUX
cblr-1758	308	24	a	a	DET
cblr-1758	308	25	large	large	ADJ
cblr-1758	308	26	and	and	CCONJ
cblr-1758	308	27	vital	vital	ADJ
cblr-1758	308	28	part	part	NOUN
cblr-1758	308	29	of	of	ADP
cblr-1758	308	30	interstate	interstate	NOUN
cblr-1758	308	31	—	—	PUNCT
cblr-1758	308	32	and	and	CCONJ
cblr-1758	308	33	even	even	ADV
cblr-1758	308	34	global	global	ADJ
cblr-1758	308	35	—	—	PUNCT
cblr-1758	308	36	commerce	commerce	NOUN
cblr-1758	308	37	.	.	PUNCT
cblr-1758	309	1	the	the	DET
cblr-1758	309	2	cftc	cftc	PROPN
cblr-1758	309	3	-	-	PUNCT
cblr-1758	309	4	regulated	regulate	VERB
cblr-1758	309	5	futures	future	NOUN
cblr-1758	309	6	and	and	CCONJ
cblr-1758	309	7	option	option	NOUN
cblr-1758	309	8	markets	market	NOUN
cblr-1758	309	9	represent	represent	VERB
cblr-1758	309	10	contracts	contract	NOUN
cblr-1758	309	11	with	with	ADP
cblr-1758	309	12	a	a	DET
cblr-1758	309	13	notional	notional	ADJ
cblr-1758	309	14	value	value	NOUN
cblr-1758	309	15	of	of	ADP
cblr-1758	309	16	approximately	approximately	ADV
cblr-1758	309	17	$	$	SYM
cblr-1758	309	18	31	31	NUM
cblr-1758	309	19	trillion	trillion	NUM
cblr-1758	309	20	,	,	PUNCT
cblr-1758	309	21	while	while	SCONJ
cblr-1758	309	22	the	the	DET
cblr-1758	309	23	cftc	cftc	NOUN
cblr-1758	309	24	-	-	PUNCT
cblr-1758	309	25	regulated	regulate	VERB
cblr-1758	309	26	swaps	swap	NOUN
cblr-1758	309	27	markets	market	NOUN
cblr-1758	309	28	are	be	AUX
cblr-1758	309	29	even	even	ADV
cblr-1758	309	30	larger	large	ADJ
cblr-1758	309	31	,	,	PUNCT
cblr-1758	309	32	with	with	SCONJ
cblr-1758	309	33	an	an	DET
cblr-1758	309	34	estimated	estimate	VERB
cblr-1758	309	35	notional	notional	ADJ
cblr-1758	309	36	value	value	NOUN
cblr-1758	309	37	of	of	ADP
cblr-1758	309	38	at	at	ADV
cblr-1758	309	39	least	least	ADV
cblr-1758	309	40	$	$	SYM
cblr-1758	309	41	400	400	NUM
cblr-1758	309	42	trillion.67	trillion.67	PROPN
cblr-1758	309	43	congress	congress	PROPN
cblr-1758	309	44	has	have	AUX
cblr-1758	309	45	long	long	ADV
cblr-1758	309	46	recognized	recognize	VERB
cblr-1758	309	47	the	the	DET
cblr-1758	309	48	importance	importance	NOUN
cblr-1758	309	49	of	of	ADP
cblr-1758	309	50	the	the	DET
cblr-1758	309	51	commodity	commodity	NOUN
cblr-1758	309	52	futures	future	NOUN
cblr-1758	309	53	and	and	CCONJ
cblr-1758	309	54	derivatives	derivative	NOUN
cblr-1758	309	55	markets	market	NOUN
cblr-1758	309	56	.	.	PUNCT
cblr-1758	310	1	cea	cea	PROPN
cblr-1758	310	2	section	section	PROPN
cblr-1758	310	3	3(b	3(b	NUM
cblr-1758	310	4	)	)	PUNCT
cblr-1758	310	5	states	state	VERB
cblr-1758	310	6	that	that	SCONJ
cblr-1758	310	7	the	the	DET
cblr-1758	310	8	purpose	purpose	NOUN
cblr-1758	310	9	of	of	ADP
cblr-1758	310	10	the	the	DET
cblr-1758	310	11	act	act	NOUN
cblr-1758	310	12	is	be	AUX
cblr-1758	310	13	“	"	PUNCT
cblr-1758	310	14	to	to	PART
cblr-1758	310	15	serve	serve	VERB
cblr-1758	310	16	the	the	DET
cblr-1758	310	17	public	public	ADJ
cblr-1758	310	18	interests	interest	NOUN
cblr-1758	310	19	.	.	PUNCT
cblr-1758	310	20	.	.	PUNCT
cblr-1758	311	1	.	.	PUNCT
cblr-1758	312	1	through	through	ADP
cblr-1758	312	2	a	a	DET
cblr-1758	312	3	system	system	NOUN
cblr-1758	312	4	of	of	ADP
cblr-1758	312	5	effective	effective	ADJ
cblr-1758	312	6	self	self	NOUN
cblr-1758	312	7	-	-	PUNCT
cblr-1758	312	8	regulation	regulation	NOUN
cblr-1758	312	9	of	of	ADP
cblr-1758	312	10	.	.	PUNCT
cblr-1758	312	11	.	.	PUNCT
cblr-1758	312	12	.	.	PUNCT
cblr-1758	313	1	market	market	NOUN
cblr-1758	313	2	participants	participant	NOUN
cblr-1758	313	3	and	and	CCONJ
cblr-1758	313	4	market	market	NOUN
cblr-1758	313	5	professionals	professional	NOUN
cblr-1758	313	6	under	under	ADP
cblr-1758	313	7	66	66	NUM
cblr-1758	313	8	the	the	DET
cblr-1758	313	9	cea	cea	PROPN
cblr-1758	313	10	clearly	clearly	ADV
cblr-1758	313	11	gives	give	VERB
cblr-1758	313	12	the	the	DET
cblr-1758	313	13	cftc	cftc	PROPN
cblr-1758	313	14	the	the	DET
cblr-1758	313	15	authority	authority	NOUN
cblr-1758	313	16	to	to	PART
cblr-1758	313	17	regulate	regulate	VERB
cblr-1758	313	18	the	the	DET
cblr-1758	313	19	markets	market	NOUN
cblr-1758	313	20	for	for	ADP
cblr-1758	313	21	futures	future	NOUN
cblr-1758	313	22	,	,	PUNCT
cblr-1758	313	23	swaps	swap	NOUN
cblr-1758	313	24	,	,	PUNCT
cblr-1758	313	25	and	and	CCONJ
cblr-1758	313	26	derivatives	derivative	NOUN
cblr-1758	313	27	.	.	PUNCT
cblr-1758	314	1	see	see	VERB
cblr-1758	314	2	cea	cea	PROPN
cblr-1758	314	3	§	§	PROPN
cblr-1758	314	4	8a(5	8a(5	NUM
cblr-1758	314	5	)	)	PUNCT
cblr-1758	314	6	,	,	PUNCT
cblr-1758	314	7	7	7	NUM
cblr-1758	314	8	u.s.c	u.s.c	ADJ
cblr-1758	314	9	.	.	PUNCT
cblr-1758	315	1	§	§	PROPN
cblr-1758	315	2	12a(5	12a(5	PROPN
cblr-1758	315	3	)	)	PUNCT
cblr-1758	315	4	(	(	PUNCT
cblr-1758	315	5	2012	2012	NUM
cblr-1758	315	6	)	)	PUNCT
cblr-1758	315	7	.	.	PUNCT
cblr-1758	316	1	as	as	ADP
cblr-1758	316	2	such	such	ADJ
cblr-1758	316	3	,	,	PUNCT
cblr-1758	316	4	the	the	DET
cblr-1758	316	5	cftc	cftc	PROPN
cblr-1758	316	6	has	have	VERB
cblr-1758	316	7	the	the	DET
cblr-1758	316	8	ability	ability	NOUN
cblr-1758	316	9	to	to	PART
cblr-1758	316	10	address	address	VERB
cblr-1758	316	11	issues	issue	NOUN
cblr-1758	316	12	related	relate	VERB
cblr-1758	316	13	to	to	ADP
cblr-1758	316	14	the	the	DET
cblr-1758	316	15	technological	technological	ADJ
cblr-1758	316	16	advances	advance	NOUN
cblr-1758	316	17	that	that	PRON
cblr-1758	316	18	are	be	AUX
cblr-1758	316	19	affecting	affect	VERB
cblr-1758	316	20	the	the	DET
cblr-1758	316	21	markets	market	NOUN
cblr-1758	316	22	.	.	PUNCT
cblr-1758	317	1	however	however	ADV
cblr-1758	317	2	,	,	PUNCT
cblr-1758	317	3	congress	congress	PROPN
cblr-1758	317	4	has	have	VERB
cblr-1758	317	5	the	the	DET
cblr-1758	317	6	ability	ability	NOUN
cblr-1758	317	7	to	to	PART
cblr-1758	317	8	modify	modify	VERB
cblr-1758	317	9	the	the	DET
cblr-1758	317	10	cea	cea	PROPN
cblr-1758	317	11	and	and	CCONJ
cblr-1758	317	12	has	have	AUX
cblr-1758	317	13	done	do	VERB
cblr-1758	317	14	so	so	ADV
cblr-1758	317	15	in	in	ADP
cblr-1758	317	16	the	the	DET
cblr-1758	317	17	past	past	NOUN
cblr-1758	317	18	to	to	PART
cblr-1758	317	19	address	address	VERB
cblr-1758	317	20	specific	specific	ADJ
cblr-1758	317	21	issues	issue	NOUN
cblr-1758	317	22	or	or	CCONJ
cblr-1758	317	23	problems	problem	NOUN
cblr-1758	317	24	.	.	PUNCT
cblr-1758	318	1	accordingly	accordingly	ADV
cblr-1758	318	2	,	,	PUNCT
cblr-1758	318	3	congress	congress	PROPN
cblr-1758	318	4	also	also	ADV
cblr-1758	318	5	is	be	AUX
cblr-1758	318	6	an	an	DET
cblr-1758	318	7	important	important	ADJ
cblr-1758	318	8	participant	participant	NOUN
cblr-1758	318	9	in	in	ADP
cblr-1758	318	10	this	this	DET
cblr-1758	318	11	arena	arena	NOUN
cblr-1758	318	12	.	.	PUNCT
cblr-1758	319	1	67	67	NUM
cblr-1758	319	2	cftc	cftc	PROPN
cblr-1758	319	3	fy2015	fy2015	PROPN
cblr-1758	319	4	budget	budget	NOUN
cblr-1758	319	5	plan	plan	NOUN
cblr-1758	319	6	,	,	PUNCT
cblr-1758	319	7	supra	supra	PROPN
cblr-1758	319	8	note	note	NOUN
cblr-1758	319	9	46	46	NUM
cblr-1758	319	10	,	,	PUNCT
cblr-1758	319	11	at	at	ADP
cblr-1758	319	12	1	1	NUM
cblr-1758	319	13	.	.	PUNCT
cblr-1758	319	14	scopino	scopino	ADJ
cblr-1758	319	15	–	–	PUNCT
cblr-1758	319	16	final	final	ADJ
cblr-1758	319	17	460	460	NUM
cblr-1758	319	18	columbia	columbia	PROPN
cblr-1758	319	19	business	business	NOUN
cblr-1758	319	20	law	law	PROPN
cblr-1758	319	21	review	review	NOUN
cblr-1758	319	22	[	[	X
cblr-1758	319	23	vol	vol	NOUN
cblr-1758	319	24	.	.	NOUN
cblr-1758	319	25	2015	2015	NUM
cblr-1758	319	26	the	the	DET
cblr-1758	319	27	oversight	oversight	NOUN
cblr-1758	319	28	of	of	ADP
cblr-1758	319	29	the	the	DET
cblr-1758	319	30	[	[	X
cblr-1758	319	31	cftc].”68	cftc].”68	NOUN
cblr-1758	319	32	congress	congress	NOUN
cblr-1758	319	33	created	create	VERB
cblr-1758	319	34	the	the	DET
cblr-1758	319	35	cftc	cftc	PROPN
cblr-1758	319	36	in	in	ADP
cblr-1758	319	37	1974,69	1974,69	NUM
cblr-1758	319	38	and	and	CCONJ
cblr-1758	319	39	gave	give	VERB
cblr-1758	319	40	the	the	DET
cblr-1758	319	41	new	new	ADJ
cblr-1758	319	42	agency	agency	NOUN
cblr-1758	319	43	“	"	PUNCT
cblr-1758	319	44	exclusive	exclusive	ADJ
cblr-1758	319	45	,	,	PUNCT
cblr-1758	319	46	pervasive	pervasive	ADJ
cblr-1758	319	47	authority	authority	NOUN
cblr-1758	319	48	over	over	ADP
cblr-1758	319	49	commodity	commodity	NOUN
cblr-1758	319	50	trading	trading	NOUN
cblr-1758	319	51	and	and	CCONJ
cblr-1758	319	52	professionals	professional	NOUN
cblr-1758	319	53	.	.	PUNCT
cblr-1758	320	1	”70	”70	PROPN
cblr-1758	320	2	while	while	SCONJ
cblr-1758	320	3	an	an	DET
cblr-1758	320	4	explicit	explicit	ADJ
cblr-1758	320	5	purpose	purpose	NOUN
cblr-1758	320	6	of	of	ADP
cblr-1758	320	7	the	the	DET
cblr-1758	320	8	cea	cea	PROPN
cblr-1758	320	9	is	be	AUX
cblr-1758	320	10	to	to	PART
cblr-1758	320	11	prevent	prevent	VERB
cblr-1758	320	12	futures	future	NOUN
cblr-1758	320	13	market	market	NOUN
cblr-1758	320	14	manipulation	manipulation	NOUN
cblr-1758	320	15	schemes	scheme	NOUN
cblr-1758	320	16	,	,	PUNCT
cblr-1758	320	17	“	"	PUNCT
cblr-1758	320	18	[	[	X
cblr-1758	320	19	a]n	a]n	ADJ
cblr-1758	320	20	implicit	implicit	ADJ
cblr-1758	320	21	purpose	purpose	NOUN
cblr-1758	320	22	of	of	ADP
cblr-1758	320	23	the	the	DET
cblr-1758	320	24	[	[	X
cblr-1758	320	25	cea	cea	PROPN
cblr-1758	320	26	]	]	X
cblr-1758	320	27	is	be	AUX
cblr-1758	320	28	to	to	PART
cblr-1758	320	29	achieve	achieve	VERB
cblr-1758	320	30	a	a	DET
cblr-1758	320	31	regulatory	regulatory	ADJ
cblr-1758	320	32	scheme	scheme	NOUN
cblr-1758	320	33	that	that	PRON
cblr-1758	320	34	is	be	AUX
cblr-1758	320	35	consistent	consistent	ADJ
cblr-1758	320	36	with	with	ADP
cblr-1758	320	37	the	the	DET
cblr-1758	320	38	public	public	ADJ
cblr-1758	320	39	interest	interest	NOUN
cblr-1758	320	40	and	and	CCONJ
cblr-1758	320	41	that	that	PRON
cblr-1758	320	42	promotes	promote	VERB
cblr-1758	320	43	just	just	ADV
cblr-1758	320	44	and	and	CCONJ
cblr-1758	320	45	equitable	equitable	ADJ
cblr-1758	320	46	principles	principle	NOUN
cblr-1758	320	47	of	of	ADP
cblr-1758	320	48	trade	trade	NOUN
cblr-1758	320	49	.	.	PUNCT
cblr-1758	321	1	”71	”71	NOUN
cblr-1758	321	2	key	key	ADJ
cblr-1758	321	3	objectives	objective	NOUN
cblr-1758	321	4	of	of	ADP
cblr-1758	321	5	the	the	DET
cblr-1758	321	6	federal	federal	ADJ
cblr-1758	321	7	government	government	NOUN
cblr-1758	321	8	’s	’s	PART
cblr-1758	321	9	regulatory	regulatory	ADJ
cblr-1758	321	10	framework	framework	NOUN
cblr-1758	321	11	for	for	ADP
cblr-1758	321	12	the	the	DET
cblr-1758	321	13	futures	future	NOUN
cblr-1758	321	14	and	and	CCONJ
cblr-1758	321	15	derivatives	derivative	NOUN
cblr-1758	321	16	markets	market	NOUN
cblr-1758	321	17	have	have	AUX
cblr-1758	321	18	long	long	ADV
cblr-1758	321	19	been	be	AUX
cblr-1758	321	20	to	to	PART
cblr-1758	321	21	prevent	prevent	VERB
cblr-1758	321	22	market	market	NOUN
cblr-1758	321	23	manipulation,72	manipulation,72	PROPN
cblr-1758	321	24	abusive	abusive	ADJ
cblr-1758	321	25	trading	trading	NOUN
cblr-1758	321	26	practices,73	practices,73	NOUN
cblr-1758	321	27	and	and	CCONJ
cblr-1758	321	28	fraud.74	fraud.74	VERB
cblr-1758	321	29	indeed	indeed	ADV
cblr-1758	321	30	,	,	PUNCT
cblr-1758	321	31	concerns	concern	NOUN
cblr-1758	321	32	about	about	ADP
cblr-1758	321	33	the	the	DET
cblr-1758	321	34	misconduct	misconduct	NOUN
cblr-1758	321	35	of	of	ADP
cblr-1758	321	36	commodity	commodity	NOUN
cblr-1758	321	37	trading	trading	NOUN
cblr-1758	321	38	professionals	professional	NOUN
cblr-1758	321	39	appear	appear	VERB
cblr-1758	321	40	to	to	PART
cblr-1758	321	41	have	have	AUX
cblr-1758	321	42	been	be	AUX
cblr-1758	321	43	one	one	NUM
cblr-1758	321	44	of	of	ADP
cblr-1758	321	45	the	the	DET
cblr-1758	321	46	factors	factor	NOUN
cblr-1758	321	47	that	that	PRON
cblr-1758	321	48	motivated	motivate	VERB
cblr-1758	321	49	congress	congress	PROPN
cblr-1758	321	50	to	to	PART
cblr-1758	321	51	create	create	VERB
cblr-1758	321	52	the	the	DET
cblr-1758	321	53	cftc	cftc	PROPN
cblr-1758	321	54	in	in	ADP
cblr-1758	321	55	1974	1974	NUM
cblr-1758	321	56	and	and	CCONJ
cblr-1758	321	57	subject	subject	NOUN
cblr-1758	321	58	68	68	NUM
cblr-1758	321	59	cea	cea	PROPN
cblr-1758	321	60	§	§	PROPN
cblr-1758	321	61	3(b	3(b	NUM
cblr-1758	321	62	)	)	PUNCT
cblr-1758	321	63	,	,	PUNCT
cblr-1758	321	64	7	7	NUM
cblr-1758	321	65	u.s.c	u.s.c	NOUN
cblr-1758	321	66	.	.	PUNCT
cblr-1758	322	1	§	§	PROPN
cblr-1758	322	2	5(b	5(b	NUM
cblr-1758	322	3	)	)	PUNCT
cblr-1758	322	4	(	(	PUNCT
cblr-1758	322	5	2012	2012	NUM
cblr-1758	322	6	)	)	PUNCT
cblr-1758	322	7	.	.	PUNCT
cblr-1758	323	1	69	69	NUM
cblr-1758	323	2	congress	congress	PROPN
cblr-1758	323	3	did	do	VERB
cblr-1758	323	4	so	so	ADV
cblr-1758	323	5	with	with	ADP
cblr-1758	323	6	the	the	DET
cblr-1758	323	7	appropriately	appropriately	ADV
cblr-1758	323	8	named	name	VERB
cblr-1758	323	9	commodity	commodity	NOUN
cblr-1758	323	10	futures	future	NOUN
cblr-1758	323	11	trading	trading	PROPN
cblr-1758	323	12	commission	commission	PROPN
cblr-1758	323	13	act	act	NOUN
cblr-1758	323	14	of	of	ADP
cblr-1758	323	15	1974	1974	NUM
cblr-1758	323	16	.	.	PUNCT
cblr-1758	324	1	see	see	VERB
cblr-1758	324	2	commodity	commodity	NOUN
cblr-1758	324	3	futures	future	NOUN
cblr-1758	324	4	trading	trading	PROPN
cblr-1758	324	5	commission	commission	PROPN
cblr-1758	324	6	act	act	NOUN
cblr-1758	324	7	of	of	ADP
cblr-1758	324	8	1974	1974	NUM
cblr-1758	324	9	,	,	PUNCT
cblr-1758	324	10	pub	pub	NOUN
cblr-1758	324	11	.	.	PUNCT
cblr-1758	325	1	l.	l.	PROPN
cblr-1758	325	2	no	no	INTJ
cblr-1758	325	3	.	.	PROPN
cblr-1758	326	1	93	93	NUM
cblr-1758	326	2	-	-	SYM
cblr-1758	326	3	463	463	NUM
cblr-1758	326	4	,	,	PUNCT
cblr-1758	326	5	88	88	NUM
cblr-1758	326	6	stat	stat	NOUN
cblr-1758	326	7	.	.	PUNCT
cblr-1758	327	1	1389	1389	NUM
cblr-1758	327	2	(	(	PUNCT
cblr-1758	327	3	1974	1974	NUM
cblr-1758	327	4	)	)	PUNCT
cblr-1758	327	5	.	.	PUNCT
cblr-1758	328	1	the	the	DET
cblr-1758	328	2	purpose	purpose	NOUN
cblr-1758	328	3	of	of	ADP
cblr-1758	328	4	the	the	DET
cblr-1758	328	5	statute	statute	NOUN
cblr-1758	328	6	is	be	AUX
cblr-1758	328	7	clear	clear	ADJ
cblr-1758	328	8	from	from	ADP
cblr-1758	328	9	the	the	DET
cblr-1758	328	10	following	follow	VERB
cblr-1758	328	11	statement	statement	NOUN
cblr-1758	328	12	:	:	PUNCT
cblr-1758	328	13	“	"	PUNCT
cblr-1758	328	14	in	in	ADP
cblr-1758	328	15	1974	1974	NUM
cblr-1758	328	16	,	,	PUNCT
cblr-1758	328	17	we	we	PRON
cblr-1758	328	18	created	create	VERB
cblr-1758	328	19	the	the	DET
cblr-1758	328	20	cftc	cftc	PROPN
cblr-1758	328	21	to	to	PART
cblr-1758	328	22	serve	serve	VERB
cblr-1758	328	23	as	as	ADP
cblr-1758	328	24	our	our	PRON
cblr-1758	328	25	technical	technical	ADJ
cblr-1758	328	26	expert	expert	NOUN
cblr-1758	328	27	for	for	ADP
cblr-1758	328	28	understanding	understand	VERB
cblr-1758	328	29	commodity	commodity	NOUN
cblr-1758	328	30	markets	market	NOUN
cblr-1758	328	31	,	,	PUNCT
cblr-1758	328	32	and	and	CCONJ
cblr-1758	328	33	to	to	PART
cblr-1758	328	34	ensure	ensure	VERB
cblr-1758	328	35	market	market	NOUN
cblr-1758	328	36	integrity	integrity	NOUN
cblr-1758	328	37	and	and	CCONJ
cblr-1758	328	38	fairness	fairness	NOUN
cblr-1758	328	39	.	.	PUNCT
cblr-1758	329	1	we	we	PRON
cblr-1758	329	2	all	all	PRON
cblr-1758	329	3	desire	desire	VERB
cblr-1758	329	4	to	to	PART
cblr-1758	329	5	protect	protect	VERB
cblr-1758	329	6	the	the	DET
cblr-1758	329	7	public	public	NOUN
cblr-1758	329	8	from	from	ADP
cblr-1758	329	9	illegal	illegal	ADJ
cblr-1758	329	10	and	and	CCONJ
cblr-1758	329	11	unethical	unethical	ADJ
cblr-1758	329	12	trading	trading	NOUN
cblr-1758	329	13	practices	practice	NOUN
cblr-1758	329	14	.	.	PUNCT
cblr-1758	329	15	.	.	PUNCT
cblr-1758	329	16	.	.	PUNCT
cblr-1758	329	17	”	"	PUNCT
cblr-1758	330	1	135	135	NUM
cblr-1758	330	2	cong	cong	NOUN
cblr-1758	330	3	.	.	PUNCT
cblr-1758	331	1	rec	rec	PROPN
cblr-1758	331	2	.	.	PROPN
cblr-1758	332	1	20,350	20,350	NUM
cblr-1758	332	2	(	(	PUNCT
cblr-1758	332	3	1989	1989	NUM
cblr-1758	332	4	)	)	PUNCT
cblr-1758	332	5	(	(	PUNCT
cblr-1758	332	6	statement	statement	NOUN
cblr-1758	332	7	of	of	ADP
cblr-1758	332	8	rep	rep	PROPN
cblr-1758	332	9	.	.	PROPN
cblr-1758	332	10	virginia	virginia	PROPN
cblr-1758	332	11	smith	smith	PROPN
cblr-1758	332	12	)	)	PUNCT
cblr-1758	332	13	.	.	PUNCT
cblr-1758	333	1	70	70	NUM
cblr-1758	333	2	jeffrey	jeffrey	PROPN
cblr-1758	333	3	s.	s.	PROPN
cblr-1758	333	4	rosen	rosen	PROPN
cblr-1758	333	5	,	,	PUNCT
cblr-1758	333	6	regulation	regulation	NOUN
cblr-1758	333	7	of	of	ADP
cblr-1758	333	8	commodity	commodity	NOUN
cblr-1758	333	9	pool	pool	NOUN
cblr-1758	333	10	operators	operator	NOUN
cblr-1758	333	11	under	under	ADP
cblr-1758	333	12	the	the	DET
cblr-1758	333	13	commodity	commodity	NOUN
cblr-1758	333	14	exchange	exchange	PROPN
cblr-1758	333	15	act	act	PROPN
cblr-1758	333	16	,	,	PUNCT
cblr-1758	333	17	40	40	NUM
cblr-1758	333	18	wash	wash	NOUN
cblr-1758	333	19	.	.	PUNCT
cblr-1758	333	20	&	&	CCONJ
cblr-1758	333	21	lee	lee	PROPN
cblr-1758	333	22	l.	l.	PROPN
cblr-1758	333	23	rev	rev	PROPN
cblr-1758	333	24	.	.	PROPN
cblr-1758	333	25	937	937	NUM
cblr-1758	333	26	,	,	PUNCT
cblr-1758	333	27	939–40	939–40	NUM
cblr-1758	333	28	(	(	PUNCT
cblr-1758	333	29	1983	1983	NUM
cblr-1758	333	30	)	)	PUNCT
cblr-1758	333	31	.	.	PUNCT
cblr-1758	334	1	71	71	NUM
cblr-1758	334	2	exemption	exemption	NOUN
cblr-1758	334	3	from	from	ADP
cblr-1758	334	4	registration	registration	NOUN
cblr-1758	334	5	as	as	ADP
cblr-1758	334	6	a	a	DET
cblr-1758	334	7	commodity	commodity	NOUN
cblr-1758	334	8	trading	trading	NOUN
cblr-1758	334	9	advisor	advisor	NOUN
cblr-1758	334	10	,	,	PUNCT
cblr-1758	334	11	65	65	NUM
cblr-1758	334	12	fed	feed	VERB
cblr-1758	334	13	.	.	PUNCT
cblr-1758	335	1	reg	reg	PROPN
cblr-1758	335	2	.	.	PROPN
cblr-1758	336	1	12,938	12,938	NUM
cblr-1758	336	2	,	,	PUNCT
cblr-1758	336	3	12,939	12,939	NUM
cblr-1758	336	4	(	(	PUNCT
cblr-1758	336	5	mar	mar	PROPN
cblr-1758	336	6	.	.	PROPN
cblr-1758	336	7	10	10	NUM
cblr-1758	336	8	,	,	PUNCT
cblr-1758	336	9	2000	2000	NUM
cblr-1758	336	10	)	)	PUNCT
cblr-1758	336	11	(	(	PUNCT
cblr-1758	336	12	to	to	PART
cblr-1758	336	13	be	be	AUX
cblr-1758	336	14	codified	codify	VERB
cblr-1758	336	15	at	at	ADP
cblr-1758	336	16	17	17	NUM
cblr-1758	336	17	c.f.r	c.f.r	NOUN
cblr-1758	336	18	.	.	PUNCT
cblr-1758	337	1	pt	pt	PROPN
cblr-1758	337	2	.	.	PROPN
cblr-1758	337	3	4	4	NUM
cblr-1758	337	4	)	)	PUNCT
cblr-1758	337	5	.	.	PUNCT
cblr-1758	338	1	72	72	NUM
cblr-1758	338	2	see	see	NOUN
cblr-1758	338	3	scopino	scopino	NOUN
cblr-1758	338	4	,	,	PUNCT
cblr-1758	338	5	do	do	VERB
cblr-1758	338	6	atss	atss	DET
cblr-1758	338	7	dream	dream	NOUN
cblr-1758	338	8	?	?	PUNCT
cblr-1758	338	9	,	,	PUNCT
cblr-1758	338	10	supra	supra	PROPN
cblr-1758	338	11	note	note	PROPN
cblr-1758	338	12	19	19	NUM
cblr-1758	338	13	,	,	PUNCT
cblr-1758	338	14	at	at	ADP
cblr-1758	338	15	236–42	236–42	PROPN
cblr-1758	338	16	(	(	PUNCT
cblr-1758	338	17	describing	describe	VERB
cblr-1758	338	18	how	how	SCONJ
cblr-1758	338	19	,	,	PUNCT
cblr-1758	338	20	throughout	throughout	ADP
cblr-1758	338	21	the	the	DET
cblr-1758	338	22	history	history	NOUN
cblr-1758	338	23	of	of	ADP
cblr-1758	338	24	federal	federal	ADJ
cblr-1758	338	25	regulation	regulation	NOUN
cblr-1758	338	26	of	of	ADP
cblr-1758	338	27	futures	future	NOUN
cblr-1758	338	28	and	and	CCONJ
cblr-1758	338	29	derivatives	derivative	NOUN
cblr-1758	338	30	trading	trading	NOUN
cblr-1758	338	31	,	,	PUNCT
cblr-1758	338	32	one	one	NUM
cblr-1758	338	33	of	of	ADP
cblr-1758	338	34	the	the	DET
cblr-1758	338	35	primary	primary	ADJ
cblr-1758	338	36	objectives	objective	NOUN
cblr-1758	338	37	has	have	AUX
cblr-1758	338	38	been	be	AUX
cblr-1758	338	39	to	to	PART
cblr-1758	338	40	prevent	prevent	VERB
cblr-1758	338	41	market	market	NOUN
cblr-1758	338	42	manipulation	manipulation	NOUN
cblr-1758	338	43	)	)	PUNCT
cblr-1758	338	44	.	.	PUNCT
cblr-1758	339	1	73	73	NUM
cblr-1758	339	2	many	many	ADJ
cblr-1758	339	3	abusive	abusive	ADJ
cblr-1758	339	4	trading	trading	NOUN
cblr-1758	339	5	practices	practice	NOUN
cblr-1758	339	6	,	,	PUNCT
cblr-1758	339	7	such	such	ADJ
cblr-1758	339	8	as	as	ADP
cblr-1758	339	9	wash	wash	NOUN
cblr-1758	339	10	trading	trading	NOUN
cblr-1758	339	11	(	(	PUNCT
cblr-1758	339	12	selfdealing	selfdealing	NOUN
cblr-1758	339	13	)	)	PUNCT
cblr-1758	339	14	,	,	PUNCT
cblr-1758	339	15	have	have	AUX
cblr-1758	339	16	been	be	AUX
cblr-1758	339	17	illegal	illegal	ADJ
cblr-1758	339	18	under	under	ADP
cblr-1758	339	19	the	the	DET
cblr-1758	339	20	cea	cea	PROPN
cblr-1758	339	21	since	since	SCONJ
cblr-1758	339	22	1936	1936	NUM
cblr-1758	339	23	.	.	PUNCT
cblr-1758	340	1	see	see	VERB
cblr-1758	340	2	80	80	NUM
cblr-1758	340	3	cong	cong	NOUN
cblr-1758	340	4	.	.	PUNCT
cblr-1758	341	1	rec	rec	PROPN
cblr-1758	341	2	.	.	PROPN
cblr-1758	341	3	7858	7858	NUM
cblr-1758	341	4	(	(	PUNCT
cblr-1758	341	5	1936	1936	NUM
cblr-1758	341	6	)	)	PUNCT
cblr-1758	341	7	(	(	PUNCT
cblr-1758	341	8	remarks	remark	NOUN
cblr-1758	341	9	of	of	ADP
cblr-1758	341	10	sen	sen	PROPN
cblr-1758	341	11	.	.	PROPN
cblr-1758	341	12	murray	murray	PROPN
cblr-1758	341	13	)	)	PUNCT
cblr-1758	341	14	;	;	PUNCT
cblr-1758	341	15	80	80	NUM
cblr-1758	341	16	cong	cong	NOUN
cblr-1758	341	17	.	.	PUNCT
cblr-1758	342	1	rec	rec	PROPN
cblr-1758	342	2	.	.	PROPN
cblr-1758	343	1	6162	6162	NUM
cblr-1758	343	2	(	(	PUNCT
cblr-1758	343	3	1936	1936	NUM
cblr-1758	343	4	)	)	PUNCT
cblr-1758	343	5	(	(	PUNCT
cblr-1758	343	6	statement	statement	NOUN
cblr-1758	343	7	of	of	ADP
cblr-1758	343	8	sen	sen	PROPN
cblr-1758	343	9	.	.	PROPN
cblr-1758	343	10	pope	pope	PROPN
cblr-1758	343	11	)	)	PUNCT
cblr-1758	343	12	.	.	PUNCT
cblr-1758	344	1	74	74	NUM
cblr-1758	344	2	see	see	VERB
cblr-1758	344	3	13	13	NUM
cblr-1758	344	4	markham	markham	PROPN
cblr-1758	344	5	,	,	PUNCT
cblr-1758	344	6	supra	supra	PROPN
cblr-1758	344	7	note	note	PROPN
cblr-1758	344	8	56	56	NUM
cblr-1758	344	9	,	,	PUNCT
cblr-1758	344	10	§	§	PROPN
cblr-1758	344	11	17a:1.10	17a:1.10	NUM
cblr-1758	344	12	(	(	PUNCT
cblr-1758	344	13	discussing	discuss	VERB
cblr-1758	344	14	the	the	DET
cblr-1758	344	15	background	background	NOUN
cblr-1758	344	16	and	and	CCONJ
cblr-1758	344	17	history	history	NOUN
cblr-1758	344	18	of	of	ADP
cblr-1758	344	19	the	the	DET
cblr-1758	344	20	first	first	ADJ
cblr-1758	344	21	federal	federal	ADJ
cblr-1758	344	22	commodity	commodity	NOUN
cblr-1758	344	23	futures	future	NOUN
cblr-1758	344	24	antifraud	antifraud	PROPN
cblr-1758	344	25	provision	provision	NOUN
cblr-1758	344	26	in	in	ADP
cblr-1758	344	27	1936	1936	NUM
cblr-1758	344	28	)	)	PUNCT
cblr-1758	344	29	;	;	PUNCT
cblr-1758	344	30	2	2	NUM
cblr-1758	344	31	johnson	johnson	PROPN
cblr-1758	344	32	&	&	CCONJ
cblr-1758	344	33	hazen	hazen	PROPN
cblr-1758	344	34	,	,	PUNCT
cblr-1758	344	35	supra	supra	PROPN
cblr-1758	344	36	note	note	NOUN
cblr-1758	344	37	47	47	NUM
cblr-1758	344	38	,	,	PUNCT
cblr-1758	344	39	§	§	PROPN
cblr-1758	344	40	3.02[2][b	3.02[2][b	PROPN
cblr-1758	344	41	]	]	PUNCT
cblr-1758	344	42	,	,	PUNCT
cblr-1758	344	43	at	at	ADP
cblr-1758	344	44	635–36	635–36	NUM
cblr-1758	344	45	.	.	PUNCT
cblr-1758	345	1	scopino	scopino	PROPN
cblr-1758	345	2	–	–	PUNCT
cblr-1758	345	3	final	final	ADJ
cblr-1758	345	4	no	no	NOUN
cblr-1758	345	5	.	.	PUNCT
cblr-1758	346	1	2:439	2:439	NUM
cblr-1758	346	2	]	]	X
cblr-1758	346	3	the	the	DET
cblr-1758	346	4	second	second	ADJ
cblr-1758	346	5	machine	machine	NOUN
cblr-1758	346	6	age	age	NOUN
cblr-1758	346	7	461	461	NUM
cblr-1758	346	8	commodity	commodity	NOUN
cblr-1758	346	9	pool	pool	NOUN
cblr-1758	346	10	operators	operator	NOUN
cblr-1758	346	11	and	and	CCONJ
cblr-1758	346	12	commodity	commodity	NOUN
cblr-1758	346	13	trading	trading	NOUN
cblr-1758	346	14	advisors	advisor	NOUN
cblr-1758	346	15	to	to	ADP
cblr-1758	346	16	compulsory	compulsory	ADJ
cblr-1758	346	17	registration	registration	NOUN
cblr-1758	346	18	and	and	CCONJ
cblr-1758	346	19	regulation.75	regulation.75	PROPN
cblr-1758	346	20	the	the	DET
cblr-1758	346	21	cea	cea	PROPN
cblr-1758	346	22	seeks	seek	VERB
cblr-1758	346	23	to	to	PART
cblr-1758	346	24	reduce	reduce	VERB
cblr-1758	346	25	systemic	systemic	ADJ
cblr-1758	346	26	risk	risk	NOUN
cblr-1758	346	27	and	and	CCONJ
cblr-1758	346	28	prevent	prevent	VERB
cblr-1758	346	29	fraud	fraud	NOUN
cblr-1758	346	30	,	,	PUNCT
cblr-1758	346	31	abusive	abusive	ADJ
cblr-1758	346	32	trading	trading	NOUN
cblr-1758	346	33	practices	practice	NOUN
cblr-1758	346	34	,	,	PUNCT
cblr-1758	346	35	and	and	CCONJ
cblr-1758	346	36	market	market	NOUN
cblr-1758	346	37	manipulation	manipulation	NOUN
cblr-1758	346	38	in	in	ADP
cblr-1758	346	39	the	the	DET
cblr-1758	346	40	derivatives	derivative	NOUN
cblr-1758	346	41	markets	market	NOUN
cblr-1758	346	42	.	.	PUNCT
cblr-1758	347	1	under	under	ADP
cblr-1758	347	2	decisional	decisional	ADJ
cblr-1758	347	3	law	law	NOUN
cblr-1758	347	4	,	,	PUNCT
cblr-1758	347	5	the	the	DET
cblr-1758	347	6	definition	definition	NOUN
cblr-1758	347	7	of	of	ADP
cblr-1758	347	8	fraud	fraud	NOUN
cblr-1758	347	9	encompasses	encompass	VERB
cblr-1758	347	10	more	more	ADJ
cblr-1758	347	11	than	than	ADP
cblr-1758	347	12	just	just	ADV
cblr-1758	347	13	outright	outright	ADJ
cblr-1758	347	14	lies	lie	NOUN
cblr-1758	347	15	,	,	PUNCT
cblr-1758	347	16	also	also	ADV
cblr-1758	347	17	including	include	VERB
cblr-1758	347	18	material	material	ADJ
cblr-1758	347	19	omissions	omission	NOUN
cblr-1758	347	20	—	—	PUNCT
cblr-1758	347	21	such	such	ADJ
cblr-1758	347	22	as	as	ADP
cblr-1758	347	23	failing	fail	VERB
cblr-1758	347	24	to	to	PART
cblr-1758	347	25	mention	mention	VERB
cblr-1758	347	26	one	one	PRON
cblr-1758	347	27	’s	’s	ADV
cblr-1758	347	28	losing	lose	VERB
cblr-1758	347	29	investment	investment	NOUN
cblr-1758	347	30	track	track	NOUN
cblr-1758	347	31	record	record	NOUN
cblr-1758	347	32	—	—	PUNCT
cblr-1758	347	33	and	and	CCONJ
cblr-1758	347	34	unbalanced	unbalanced	ADJ
cblr-1758	347	35	communications	communication	NOUN
cblr-1758	347	36	that	that	PRON
cblr-1758	347	37	exaggerate	exaggerate	VERB
cblr-1758	347	38	the	the	DET
cblr-1758	347	39	likelihood	likelihood	NOUN
cblr-1758	347	40	of	of	ADP
cblr-1758	347	41	experiencing	experience	VERB
cblr-1758	347	42	profits.76	profits.76	PROPN
cblr-1758	347	43	abusive	abusive	ADJ
cblr-1758	347	44	trading	trading	NOUN
cblr-1758	347	45	practices	practice	NOUN
cblr-1758	347	46	include	include	VERB
cblr-1758	347	47	75	75	NUM
cblr-1758	347	48	dr	dr	PROPN
cblr-1758	347	49	.	.	PROPN
cblr-1758	347	50	clayton	clayton	PROPN
cblr-1758	347	51	yeutter	yeutter	PROPN
cblr-1758	347	52	,	,	PUNCT
cblr-1758	347	53	assistant	assistant	PROPN
cblr-1758	347	54	secretary	secretary	PROPN
cblr-1758	347	55	of	of	ADP
cblr-1758	347	56	agriculture	agriculture	PROPN
cblr-1758	347	57	,	,	PUNCT
cblr-1758	347	58	stated	state	VERB
cblr-1758	347	59	as	as	SCONJ
cblr-1758	347	60	follows	follow	VERB
cblr-1758	347	61	:	:	PUNCT
cblr-1758	347	62	one	one	NUM
cblr-1758	347	63	of	of	ADP
cblr-1758	347	64	the	the	DET
cblr-1758	347	65	ways	way	NOUN
cblr-1758	347	66	in	in	ADP
cblr-1758	347	67	which	which	PRON
cblr-1758	347	68	unsophisticated	unsophisticated	ADJ
cblr-1758	347	69	traders	trader	NOUN
cblr-1758	347	70	have	have	AUX
cblr-1758	347	71	lost	lose	VERB
cblr-1758	347	72	substantial	substantial	ADJ
cblr-1758	347	73	amounts	amount	NOUN
cblr-1758	347	74	of	of	ADP
cblr-1758	347	75	money	money	NOUN
cblr-1758	347	76	is	be	AUX
cblr-1758	347	77	through	through	ADP
cblr-1758	347	78	commodity	commodity	NOUN
cblr-1758	347	79	advisors	advisor	NOUN
cblr-1758	347	80	and	and	CCONJ
cblr-1758	347	81	commodity	commodity	NOUN
cblr-1758	347	82	pool	pool	NOUN
cblr-1758	347	83	operators	operator	NOUN
cblr-1758	347	84	.	.	PUNCT
cblr-1758	348	1	this	this	DET
cblr-1758	348	2	bill	bill	NOUN
cblr-1758	348	3	will	will	AUX
cblr-1758	348	4	provide	provide	VERB
cblr-1758	348	5	for	for	ADP
cblr-1758	348	6	the	the	DET
cblr-1758	348	7	registration	registration	NOUN
cblr-1758	348	8	of	of	ADP
cblr-1758	348	9	all	all	DET
cblr-1758	348	10	such	such	ADJ
cblr-1758	348	11	persons	person	NOUN
cblr-1758	348	12	,	,	PUNCT
cblr-1758	348	13	establish	establish	VERB
cblr-1758	348	14	procedures	procedure	NOUN
cblr-1758	348	15	under	under	ADP
cblr-1758	348	16	which	which	PRON
cblr-1758	348	17	they	they	PRON
cblr-1758	348	18	will	will	AUX
cblr-1758	348	19	be	be	AUX
cblr-1758	348	20	permitted	permit	VERB
cblr-1758	348	21	to	to	PART
cblr-1758	348	22	operate	operate	VERB
cblr-1758	348	23	and	and	CCONJ
cblr-1758	348	24	specifically	specifically	ADV
cblr-1758	348	25	eliminate	eliminate	VERB
cblr-1758	348	26	certain	certain	ADJ
cblr-1758	348	27	undesirable	undesirable	ADJ
cblr-1758	348	28	practices	practice	NOUN
cblr-1758	348	29	which	which	PRON
cblr-1758	348	30	have	have	AUX
cblr-1758	348	31	enticed	entice	VERB
cblr-1758	348	32	unsuspecting	unsuspecting	ADJ
cblr-1758	348	33	traders	trader	NOUN
cblr-1758	348	34	into	into	ADP
cblr-1758	348	35	the	the	DET
cblr-1758	348	36	markets	market	NOUN
cblr-1758	348	37	with	with	ADP
cblr-1758	348	38	,	,	PUNCT
cblr-1758	348	39	far	far	ADV
cblr-1758	348	40	too	too	ADV
cblr-1758	348	41	often	often	ADV
cblr-1758	348	42	,	,	PUNCT
cblr-1758	348	43	substantial	substantial	ADJ
cblr-1758	348	44	loss	loss	NOUN
cblr-1758	348	45	of	of	ADP
cblr-1758	348	46	funds	fund	NOUN
cblr-1758	348	47	.	.	PUNCT
cblr-1758	349	1	h.r	h.r	PROPN
cblr-1758	349	2	.	.	PROPN
cblr-1758	349	3	rep	rep	PROPN
cblr-1758	349	4	.	.	PROPN
cblr-1758	349	5	no	no	INTJ
cblr-1758	349	6	.	.	PROPN
cblr-1758	350	1	93	93	NUM
cblr-1758	350	2	-	-	SYM
cblr-1758	350	3	975	975	NUM
cblr-1758	350	4	at	at	ADP
cblr-1758	350	5	79	79	NUM
cblr-1758	350	6	(	(	PUNCT
cblr-1758	350	7	1974	1974	NUM
cblr-1758	350	8	)	)	PUNCT
cblr-1758	350	9	(	(	PUNCT
cblr-1758	350	10	statement	statement	NOUN
cblr-1758	350	11	of	of	ADP
cblr-1758	350	12	dr	dr	PROPN
cblr-1758	350	13	.	.	PROPN
cblr-1758	350	14	clayton	clayton	PROPN
cblr-1758	350	15	yeutter	yeutter	PROPN
cblr-1758	350	16	,	,	PUNCT
cblr-1758	350	17	assistant	assistant	PROPN
cblr-1758	350	18	secretary	secretary	PROPN
cblr-1758	350	19	of	of	ADP
cblr-1758	350	20	agriculture	agriculture	PROPN
cblr-1758	350	21	)	)	PUNCT
cblr-1758	350	22	.	.	PUNCT
cblr-1758	351	1	76	76	NUM
cblr-1758	351	2	see	see	VERB
cblr-1758	351	3	,	,	PUNCT
cblr-1758	351	4	e.g.	e.g.	ADV
cblr-1758	351	5	,	,	PUNCT
cblr-1758	351	6	cftc	cftc	PROPN
cblr-1758	351	7	v.	v.	PROPN
cblr-1758	351	8	r.j	r.j	PROPN
cblr-1758	351	9	.	.	PROPN
cblr-1758	351	10	fitzgerald	fitzgerald	PROPN
cblr-1758	351	11	&	&	CCONJ
cblr-1758	351	12	co.	co.	PROPN
cblr-1758	351	13	,	,	PUNCT
cblr-1758	351	14	310	310	NUM
cblr-1758	351	15	f.3d	f.3d	NUM
cblr-1758	351	16	1321	1321	NUM
cblr-1758	351	17	,	,	PUNCT
cblr-1758	351	18	1329	1329	NUM
cblr-1758	351	19	(	(	PUNCT
cblr-1758	351	20	11th	11th	ADJ
cblr-1758	351	21	cir	cir	NOUN
cblr-1758	351	22	.	.	PUNCT
cblr-1758	351	23	2002	2002	NUM
cblr-1758	351	24	):	):	PUNCT
cblr-1758	351	25	read	read	VERB
cblr-1758	351	26	for	for	ADP
cblr-1758	351	27	its	its	PRON
cblr-1758	351	28	overall	overall	ADJ
cblr-1758	351	29	message	message	NOUN
cblr-1758	351	30	,	,	PUNCT
cblr-1758	351	31	and	and	CCONJ
cblr-1758	351	32	how	how	SCONJ
cblr-1758	351	33	that	that	DET
cblr-1758	351	34	message	message	NOUN
cblr-1758	351	35	would	would	AUX
cblr-1758	351	36	be	be	AUX
cblr-1758	351	37	interpreted	interpret	VERB
cblr-1758	351	38	by	by	ADP
cblr-1758	351	39	an	an	DET
cblr-1758	351	40	objectively	objectively	ADV
cblr-1758	351	41	reasonable	reasonable	ADJ
cblr-1758	351	42	television	television	NOUN
cblr-1758	351	43	viewer	viewer	NOUN
cblr-1758	351	44	,	,	PUNCT
cblr-1758	351	45	the	the	DET
cblr-1758	351	46	commercial	commercial	NOUN
cblr-1758	351	47	overemphasizes	overemphasize	VERB
cblr-1758	351	48	profit	profit	NOUN
cblr-1758	351	49	potential	potential	NOUN
cblr-1758	351	50	and	and	CCONJ
cblr-1758	351	51	downplays	downplay	VERB
cblr-1758	351	52	risk	risk	NOUN
cblr-1758	351	53	of	of	ADP
cblr-1758	351	54	loss	loss	NOUN
cblr-1758	351	55	,	,	PUNCT
cblr-1758	351	56	presenting	present	VERB
cblr-1758	351	57	an	an	DET
cblr-1758	351	58	unbalanced	unbalanced	ADJ
cblr-1758	351	59	image	image	NOUN
cblr-1758	351	60	of	of	ADP
cblr-1758	351	61	the	the	DET
cblr-1758	351	62	two	two	NUM
cblr-1758	351	63	.	.	PUNCT
cblr-1758	351	64	.	.	PUNCT
cblr-1758	351	65	.	.	PUNCT
cblr-1758	351	66	.	.	PUNCT
cblr-1758	352	1	against	against	ADP
cblr-1758	352	2	these	these	DET
cblr-1758	352	3	highly	highly	ADV
cblr-1758	352	4	alluring	alluring	ADJ
cblr-1758	352	5	statements	statement	NOUN
cblr-1758	352	6	is	be	AUX
cblr-1758	352	7	only	only	ADV
cblr-1758	352	8	boilerplate	boilerplate	ADJ
cblr-1758	352	9	risk	risk	NOUN
cblr-1758	352	10	disclosure	disclosure	NOUN
cblr-1758	352	11	language	language	NOUN
cblr-1758	352	12	.	.	PUNCT
cblr-1758	353	1	we	we	PRON
cblr-1758	353	2	agree	agree	VERB
cblr-1758	353	3	with	with	ADP
cblr-1758	353	4	cftc	cftc	PROPN
cblr-1758	353	5	’s	’s	PART
cblr-1758	353	6	position	position	NOUN
cblr-1758	353	7	that	that	SCONJ
cblr-1758	353	8	these	these	DET
cblr-1758	353	9	statements	statement	NOUN
cblr-1758	353	10	directly	directly	ADV
cblr-1758	353	11	contravene	contravene	VERB
cblr-1758	353	12	the	the	DET
cblr-1758	353	13	legal	legal	ADJ
cblr-1758	353	14	principles	principle	NOUN
cblr-1758	353	15	established	establish	VERB
cblr-1758	353	16	in	in	ADP
cblr-1758	353	17	prior	prior	ADJ
cblr-1758	353	18	commodities	commodity	NOUN
cblr-1758	353	19	fraud	fraud	NOUN
cblr-1758	353	20	cases	case	NOUN
cblr-1758	353	21	.	.	PUNCT
cblr-1758	354	1	cftc	cftc	PROPN
cblr-1758	354	2	v.	v.	PROPN
cblr-1758	354	3	commonwealth	commonwealth	PROPN
cblr-1758	354	4	fin	fin	PROPN
cblr-1758	354	5	.	.	PUNCT
cblr-1758	355	1	grp	grp	PROPN
cblr-1758	355	2	.	.	PROPN
cblr-1758	355	3	,	,	PUNCT
cblr-1758	355	4	inc	inc	PROPN
cblr-1758	355	5	.	.	PROPN
cblr-1758	355	6	,	,	PUNCT
cblr-1758	355	7	874	874	NUM
cblr-1758	355	8	f.	f.	PROPN
cblr-1758	355	9	supp	supp	PROPN
cblr-1758	355	10	.	.	PUNCT
cblr-1758	356	1	1345	1345	NUM
cblr-1758	356	2	,	,	PUNCT
cblr-1758	356	3	1353	1353	NUM
cblr-1758	356	4	n.10	n.10	ADP
cblr-1758	356	5	(	(	PUNCT
cblr-1758	356	6	s.d	s.d	PROPN
cblr-1758	356	7	.	.	PROPN
cblr-1758	356	8	fla	fla	PROPN
cblr-1758	356	9	.	.	PROPN
cblr-1758	356	10	1994	1994	NUM
cblr-1758	356	11	)	)	PUNCT
cblr-1758	356	12	(	(	PUNCT
cblr-1758	356	13	“	"	PUNCT
cblr-1758	356	14	plaintiffs	plaintiff	NOUN
cblr-1758	356	15	suggest	suggest	VERB
cblr-1758	356	16	that	that	SCONJ
cblr-1758	356	17	it	it	PRON
cblr-1758	356	18	amounts	amount	VERB
cblr-1758	356	19	to	to	ADP
cblr-1758	356	20	a	a	DET
cblr-1758	356	21	misrepresentation	misrepresentation	NOUN
cblr-1758	356	22	when	when	SCONJ
cblr-1758	356	23	salespeople	salesperson	NOUN
cblr-1758	356	24	emphasize	emphasize	VERB
cblr-1758	356	25	the	the	DET
cblr-1758	356	26	profits	profit	NOUN
cblr-1758	356	27	enjoyed	enjoy	VERB
cblr-1758	356	28	by	by	ADP
cblr-1758	356	29	commonwealth	commonwealth	NOUN
cblr-1758	356	30	customers	customer	NOUN
cblr-1758	356	31	without	without	ADP
cblr-1758	356	32	mentioning	mention	VERB
cblr-1758	356	33	any	any	PRON
cblr-1758	356	34	of	of	ADP
cblr-1758	356	35	the	the	DET
cblr-1758	356	36	losses	loss	NOUN
cblr-1758	356	37	.	.	PUNCT
cblr-1758	357	1	the	the	DET
cblr-1758	357	2	court	court	NOUN
cblr-1758	357	3	agrees	agree	VERB
cblr-1758	357	4	.	.	PUNCT
cblr-1758	357	5	”	"	PUNCT
cblr-1758	357	6	)	)	PUNCT
cblr-1758	357	7	;	;	PUNCT
cblr-1758	358	1	cftc	cftc	PROPN
cblr-1758	358	2	v.	v.	ADP
cblr-1758	358	3	risk	risk	NOUN
cblr-1758	358	4	capital	capital	PROPN
cblr-1758	358	5	trading	trading	NOUN
cblr-1758	358	6	grp	grp	PROPN
cblr-1758	358	7	.	.	PROPN
cblr-1758	358	8	,	,	PUNCT
cblr-1758	358	9	inc	inc	PROPN
cblr-1758	358	10	.	.	PROPN
cblr-1758	358	11	,	,	PUNCT
cblr-1758	358	12	452	452	NUM
cblr-1758	358	13	f.	f.	PROPN
cblr-1758	358	14	supp	supp	PROPN
cblr-1758	358	15	.	.	PUNCT
cblr-1758	359	1	2d	2d	PROPN
cblr-1758	359	2	1229	1229	NUM
cblr-1758	359	3	,	,	PUNCT
cblr-1758	359	4	1245–46	1245–46	NUM
cblr-1758	359	5	(	(	PUNCT
cblr-1758	359	6	n.d	n.d	PROPN
cblr-1758	359	7	.	.	PROPN
cblr-1758	359	8	ga	ga	PROPN
cblr-1758	359	9	.	.	PROPN
cblr-1758	359	10	2006	2006	NUM
cblr-1758	359	11	)	)	PUNCT
cblr-1758	360	1	(	(	PUNCT
cblr-1758	360	2	finding	find	VERB
cblr-1758	360	3	that	that	DET
cblr-1758	360	4	failure	failure	NOUN
cblr-1758	360	5	to	to	PART
cblr-1758	360	6	disclose	disclose	VERB
cblr-1758	360	7	investing	investing	NOUN
cblr-1758	360	8	track	track	NOUN
cblr-1758	360	9	record	record	NOUN
cblr-1758	360	10	in	in	ADP
cblr-1758	360	11	which	which	PRON
cblr-1758	360	12	the	the	DET
cblr-1758	360	13	overwhelming	overwhelming	ADJ
cblr-1758	360	14	majority	majority	NOUN
cblr-1758	360	15	of	of	ADP
cblr-1758	360	16	customers	customer	NOUN
cblr-1758	360	17	had	have	AUX
cblr-1758	360	18	lost	lose	VERB
cblr-1758	360	19	their	their	PRON
cblr-1758	360	20	investments	investment	NOUN
cblr-1758	360	21	was	be	AUX
cblr-1758	360	22	a	a	DET
cblr-1758	360	23	material	material	ADJ
cblr-1758	360	24	factual	factual	ADJ
cblr-1758	360	25	omission	omission	NOUN
cblr-1758	360	26	)	)	PUNCT
cblr-1758	360	27	.	.	PUNCT
cblr-1758	361	1	scopino	scopino	PROPN
cblr-1758	361	2	–	–	PUNCT
cblr-1758	361	3	final	final	ADJ
cblr-1758	361	4	462	462	NUM
cblr-1758	361	5	columbia	columbia	PROPN
cblr-1758	361	6	business	business	NOUN
cblr-1758	361	7	law	law	PROPN
cblr-1758	361	8	review	review	NOUN
cblr-1758	361	9	[	[	X
cblr-1758	361	10	vol	vol	NOUN
cblr-1758	361	11	.	.	NOUN
cblr-1758	361	12	2015	2015	NUM
cblr-1758	361	13	wash	wash	NOUN
cblr-1758	361	14	trading	trading	NOUN
cblr-1758	361	15	(	(	PUNCT
cblr-1758	361	16	self	self	NOUN
cblr-1758	361	17	-	-	PUNCT
cblr-1758	361	18	dealing	dealing	NOUN
cblr-1758	361	19	,	,	PUNCT
cblr-1758	361	20	or	or	CCONJ
cblr-1758	361	21	taking	take	VERB
cblr-1758	361	22	both	both	DET
cblr-1758	361	23	sides	side	NOUN
cblr-1758	361	24	of	of	ADP
cblr-1758	361	25	prearranged	prearrange	VERB
cblr-1758	361	26	,	,	PUNCT
cblr-1758	361	27	noncompetitive	noncompetitive	ADJ
cblr-1758	361	28	trades),77	trades),77	NOUN
cblr-1758	361	29	banging	bang	VERB
cblr-1758	361	30	the	the	DET
cblr-1758	361	31	close	close	NOUN
cblr-1758	361	32	(	(	PUNCT
cblr-1758	361	33	buying	buy	VERB
cblr-1758	361	34	or	or	CCONJ
cblr-1758	361	35	selling	sell	VERB
cblr-1758	361	36	large	large	ADJ
cblr-1758	361	37	volumes	volume	NOUN
cblr-1758	361	38	of	of	ADP
cblr-1758	361	39	commodity	commodity	NOUN
cblr-1758	361	40	contracts	contract	NOUN
cblr-1758	361	41	in	in	ADP
cblr-1758	361	42	the	the	DET
cblr-1758	361	43	closing	close	VERB
cblr-1758	361	44	moments	moment	NOUN
cblr-1758	361	45	of	of	ADP
cblr-1758	361	46	a	a	DET
cblr-1758	361	47	trading	trading	NOUN
cblr-1758	361	48	day	day	NOUN
cblr-1758	361	49	with	with	ADP
cblr-1758	361	50	the	the	DET
cblr-1758	361	51	intent	intent	NOUN
cblr-1758	361	52	of	of	ADP
cblr-1758	361	53	moving	move	VERB
cblr-1758	361	54	the	the	DET
cblr-1758	361	55	price	price	NOUN
cblr-1758	361	56	of	of	ADP
cblr-1758	361	57	the	the	DET
cblr-1758	361	58	contract	contract	NOUN
cblr-1758	361	59	or	or	CCONJ
cblr-1758	361	60	contracts),78	contracts),78	ADJ
cblr-1758	361	61	and	and	CCONJ
cblr-1758	361	62	spoofing	spoof	VERB
cblr-1758	361	63	(	(	PUNCT
cblr-1758	361	64	“	"	PUNCT
cblr-1758	361	65	bidding	bidding	NOUN
cblr-1758	361	66	or	or	CCONJ
cblr-1758	361	67	offering	offering	NOUN
cblr-1758	361	68	with	with	ADP
cblr-1758	361	69	the	the	DET
cblr-1758	361	70	intent	intent	NOUN
cblr-1758	361	71	to	to	PART
cblr-1758	361	72	cancel	cancel	VERB
cblr-1758	361	73	the	the	DET
cblr-1758	361	74	bid	bid	NOUN
cblr-1758	361	75	or	or	CCONJ
cblr-1758	361	76	offer	offer	NOUN
cblr-1758	361	77	before	before	ADP
cblr-1758	361	78	execution”).79	execution”).79	NUM
cblr-1758	361	79	commodity	commodity	NOUN
cblr-1758	361	80	futures	future	NOUN
cblr-1758	361	81	market	market	NOUN
cblr-1758	361	82	manipulation	manipulation	NOUN
cblr-1758	361	83	,	,	PUNCT
cblr-1758	361	84	also	also	ADV
cblr-1758	361	85	known	know	VERB
cblr-1758	361	86	as	as	ADP
cblr-1758	361	87	“	"	PUNCT
cblr-1758	361	88	price	price	NOUN
cblr-1758	361	89	manipulation	manipulation	NOUN
cblr-1758	361	90	,	,	PUNCT
cblr-1758	361	91	”	"	PUNCT
cblr-1758	361	92	refers	refer	VERB
cblr-1758	361	93	to	to	ADP
cblr-1758	361	94	“	"	PUNCT
cblr-1758	361	95	the	the	DET
cblr-1758	361	96	elimination	elimination	NOUN
cblr-1758	361	97	of	of	ADP
cblr-1758	361	98	effective	effective	ADJ
cblr-1758	361	99	price	price	NOUN
cblr-1758	361	100	competition	competition	NOUN
cblr-1758	361	101	in	in	ADP
cblr-1758	361	102	a	a	DET
cblr-1758	361	103	market	market	NOUN
cblr-1758	361	104	for	for	ADP
cblr-1758	361	105	cash	cash	NOUN
cblr-1758	361	106	commodities	commodity	NOUN
cblr-1758	361	107	or	or	CCONJ
cblr-1758	361	108	futures	future	NOUN
cblr-1758	361	109	contracts	contract	NOUN
cblr-1758	361	110	(	(	PUNCT
cblr-1758	361	111	or	or	CCONJ
cblr-1758	361	112	both	both	PRON
cblr-1758	361	113	)	)	PUNCT
cblr-1758	361	114	through	through	ADP
cblr-1758	361	115	the	the	DET
cblr-1758	361	116	domination	domination	NOUN
cblr-1758	361	117	of	of	ADP
cblr-1758	361	118	either	either	DET
cblr-1758	361	119	supply	supply	NOUN
cblr-1758	361	120	or	or	CCONJ
cblr-1758	361	121	demand	demand	NOUN
cblr-1758	361	122	”	"	PUNCT
cblr-1758	361	123	in	in	ADP
cblr-1758	361	124	a	a	DET
cblr-1758	361	125	manner	manner	NOUN
cblr-1758	361	126	that	that	PRON
cblr-1758	361	127	causes	cause	VERB
cblr-1758	361	128	prices	price	NOUN
cblr-1758	361	129	to	to	PART
cblr-1758	361	130	be	be	AUX
cblr-1758	361	131	artificially	artificially	ADV
cblr-1758	361	132	high	high	ADJ
cblr-1758	361	133	or	or	CCONJ
cblr-1758	361	134	low.80	low.80	NOUN
cblr-1758	361	135	of	of	ADP
cblr-1758	361	136	particular	particular	ADJ
cblr-1758	361	137	importance	importance	NOUN
cblr-1758	361	138	for	for	ADP
cblr-1758	361	139	the	the	DET
cblr-1758	361	140	purposes	purpose	NOUN
cblr-1758	361	141	of	of	ADP
cblr-1758	361	142	this	this	DET
cblr-1758	361	143	article	article	NOUN
cblr-1758	361	144	is	be	AUX
cblr-1758	361	145	that	that	SCONJ
cblr-1758	361	146	hft	hft	PROPN
cblr-1758	361	147	firms	firm	NOUN
cblr-1758	361	148	have	have	AUX
cblr-1758	361	149	been	be	AUX
cblr-1758	361	150	accused	accuse	VERB
cblr-1758	361	151	of	of	ADP
cblr-1758	361	152	engaging	engage	VERB
cblr-1758	361	153	in	in	ADP
cblr-1758	361	154	abusive	abusive	ADJ
cblr-1758	361	155	trading	trading	NOUN
cblr-1758	361	156	practices	practice	NOUN
cblr-1758	361	157	and	and	CCONJ
cblr-1758	361	158	price	price	NOUN
cblr-1758	361	159	manipulation	manipulation	NOUN
cblr-1758	361	160	schemes.81	schemes.81	PROPN
cblr-1758	361	161	77	77	NUM
cblr-1758	361	162	cea	cea	PROPN
cblr-1758	361	163	§	§	PROPN
cblr-1758	361	164	4c(a)(1)–(2	4c(a)(1)–(2	NUM
cblr-1758	361	165	)	)	PUNCT
cblr-1758	361	166	,	,	PUNCT
cblr-1758	361	167	7	7	NUM
cblr-1758	361	168	u.s.c	u.s.c	ADJ
cblr-1758	361	169	.	.	PUNCT
cblr-1758	362	1	§	§	PROPN
cblr-1758	362	2	6c(a)(1)–(2	6c(a)(1)–(2	NUM
cblr-1758	362	3	)	)	PUNCT
cblr-1758	362	4	(	(	PUNCT
cblr-1758	362	5	2012	2012	NUM
cblr-1758	362	6	)	)	PUNCT
cblr-1758	362	7	.	.	PUNCT
cblr-1758	363	1	these	these	DET
cblr-1758	363	2	transactions	transaction	NOUN
cblr-1758	363	3	are	be	AUX
cblr-1758	363	4	also	also	ADV
cblr-1758	363	5	called	call	VERB
cblr-1758	363	6	“	"	PUNCT
cblr-1758	363	7	wash	wash	NOUN
cblr-1758	363	8	sales	sale	NOUN
cblr-1758	363	9	”	"	PUNCT
cblr-1758	363	10	and	and	CCONJ
cblr-1758	363	11	“	"	PUNCT
cblr-1758	363	12	are	be	AUX
cblr-1758	363	13	considered	consider	VERB
cblr-1758	363	14	harmful	harmful	ADJ
cblr-1758	363	15	because	because	SCONJ
cblr-1758	363	16	they	they	PRON
cblr-1758	363	17	create	create	VERB
cblr-1758	363	18	illusory	illusory	ADJ
cblr-1758	363	19	price	price	NOUN
cblr-1758	363	20	movements	movement	NOUN
cblr-1758	363	21	in	in	ADP
cblr-1758	363	22	the	the	DET
cblr-1758	363	23	market	market	NOUN
cblr-1758	363	24	.	.	PUNCT
cblr-1758	363	25	”	"	PUNCT
cblr-1758	364	1	wilson	wilson	PROPN
cblr-1758	364	2	v.	v.	PROPN
cblr-1758	364	3	cftc	cftc	PROPN
cblr-1758	364	4	,	,	PUNCT
cblr-1758	364	5	322	322	NUM
cblr-1758	364	6	f.3d	f.3d	NUM
cblr-1758	364	7	555	555	NUM
cblr-1758	364	8	,	,	PUNCT
cblr-1758	364	9	559	559	NUM
cblr-1758	364	10	(	(	PUNCT
cblr-1758	364	11	8th	8th	ADJ
cblr-1758	364	12	cir	cir	NOUN
cblr-1758	364	13	.	.	PUNCT
cblr-1758	364	14	2003	2003	NUM
cblr-1758	364	15	)	)	PUNCT
cblr-1758	364	16	.	.	PUNCT
cblr-1758	365	1	78	78	NUM
cblr-1758	365	2	cea	cea	PROPN
cblr-1758	365	3	§	§	PROPN
cblr-1758	365	4	4c(a)(5)(b	4c(a)(5)(b	PROPN
cblr-1758	365	5	)	)	PUNCT
cblr-1758	365	6	,	,	PUNCT
cblr-1758	365	7	7	7	NUM
cblr-1758	365	8	u.s.c	u.s.c	ADJ
cblr-1758	365	9	.	.	PUNCT
cblr-1758	366	1	§	§	PROPN
cblr-1758	366	2	6c(a)(5)(b	6c(a)(5)(b	PROPN
cblr-1758	366	3	)	)	PUNCT
cblr-1758	366	4	(	(	PUNCT
cblr-1758	366	5	2012	2012	NUM
cblr-1758	366	6	)	)	PUNCT
cblr-1758	366	7	.	.	PUNCT
cblr-1758	367	1	see	see	VERB
cblr-1758	367	2	david	david	PROPN
cblr-1758	367	3	sheppard	sheppard	PROPN
cblr-1758	367	4	&	&	CCONJ
cblr-1758	367	5	jonathan	jonathan	PROPN
cblr-1758	367	6	stempel	stempel	PROPN
cblr-1758	367	7	,	,	PUNCT
cblr-1758	367	8	high	high	ADJ
cblr-1758	367	9	-	-	PUNCT
cblr-1758	367	10	frequency	frequency	NOUN
cblr-1758	367	11	trader	trader	NOUN
cblr-1758	367	12	optiver	optiver	NOUN
cblr-1758	367	13	pays	pay	VERB
cblr-1758	367	14	$	$	SYM
cblr-1758	367	15	14	14	NUM
cblr-1758	367	16	million	million	NUM
cblr-1758	367	17	in	in	ADP
cblr-1758	367	18	oil	oil	NOUN
cblr-1758	367	19	manipulation	manipulation	NOUN
cblr-1758	367	20	case	case	NOUN
cblr-1758	367	21	,	,	PUNCT
cblr-1758	367	22	reuters	reuters	PROPN
cblr-1758	367	23	(	(	PUNCT
cblr-1758	367	24	apr	apr	PROPN
cblr-1758	367	25	.	.	PROPN
cblr-1758	367	26	20	20	NUM
cblr-1758	367	27	,	,	PUNCT
cblr-1758	367	28	2012	2012	NUM
cblr-1758	367	29	)	)	PUNCT
cblr-1758	367	30	,	,	PUNCT
cblr-1758	367	31	http://www.reuters.com/	http://www.reuters.com/	NOUN
cblr-1758	367	32	article/2012/04/20	article/2012/04/20	PROPN
cblr-1758	367	33	/	/	SYM
cblr-1758	367	34	us	us	PROPN
cblr-1758	367	35	-	-	PUNCT
cblr-1758	367	36	optiver	optiver	NOUN
cblr-1758	367	37	-	-	PUNCT
cblr-1758	367	38	settlement	settlement	NOUN
cblr-1758	367	39	-	-	PUNCT
cblr-1758	367	40	idusbre83j01220120420	idusbre83j01220120420	PROPN
cblr-1758	367	41	,	,	PUNCT
cblr-1758	367	42	archived	archive	VERB
cblr-1758	367	43	at	at	ADP
cblr-1758	367	44	http://perma.cc/vx7m-2ruj	http://perma.cc/vx7m-2ruj	NOUN
cblr-1758	367	45	(	(	PUNCT
cblr-1758	367	46	describing	describe	VERB
cblr-1758	367	47	the	the	DET
cblr-1758	367	48	practice	practice	NOUN
cblr-1758	367	49	of	of	ADP
cblr-1758	367	50	“	"	PUNCT
cblr-1758	367	51	banging	bang	VERB
cblr-1758	367	52	the	the	DET
cblr-1758	367	53	close	close	NOUN
cblr-1758	367	54	”	"	PUNCT
cblr-1758	367	55	)	)	PUNCT
cblr-1758	367	56	.	.	PUNCT
cblr-1758	368	1	79	79	NUM
cblr-1758	368	2	cea	cea	PROPN
cblr-1758	368	3	§	§	PROPN
cblr-1758	368	4	4c(a)(5)(c	4c(a)(5)(c	PROPN
cblr-1758	368	5	)	)	PUNCT
cblr-1758	368	6	,	,	PUNCT
cblr-1758	368	7	7	7	NUM
cblr-1758	368	8	u.s.c	u.s.c	ADJ
cblr-1758	368	9	.	.	PUNCT
cblr-1758	369	1	§	§	PROPN
cblr-1758	369	2	6c(a)(5)(c	6c(a)(5)(c	NUM
cblr-1758	369	3	)	)	PUNCT
cblr-1758	369	4	(	(	PUNCT
cblr-1758	369	5	2012	2012	NUM
cblr-1758	369	6	)	)	PUNCT
cblr-1758	369	7	.	.	PUNCT
cblr-1758	370	1	80	80	NUM
cblr-1758	370	2	3	3	NUM
cblr-1758	370	3	johnson	johnson	PROPN
cblr-1758	370	4	&	&	CCONJ
cblr-1758	370	5	hazen	hazen	PROPN
cblr-1758	370	6	,	,	PUNCT
cblr-1758	370	7	supra	supra	PROPN
cblr-1758	370	8	note	note	NOUN
cblr-1758	370	9	47	47	NUM
cblr-1758	370	10	,	,	PUNCT
cblr-1758	370	11	§	§	PROPN
cblr-1758	370	12	5.02[3	5.02[3	NUM
cblr-1758	370	13	]	]	PUNCT
cblr-1758	370	14	,	,	PUNCT
cblr-1758	370	15	at	at	ADP
cblr-1758	370	16	1240	1240	NUM
cblr-1758	370	17	(	(	PUNCT
cblr-1758	370	18	“	"	PUNCT
cblr-1758	370	19	price	price	NOUN
cblr-1758	370	20	manipulation	manipulation	NOUN
cblr-1758	370	21	is	be	AUX
cblr-1758	370	22	kindred	kindre	VERB
cblr-1758	370	23	to	to	ADP
cblr-1758	370	24	the	the	DET
cblr-1758	370	25	exercise	exercise	NOUN
cblr-1758	370	26	of	of	ADP
cblr-1758	370	27	monopoly	monopoly	NOUN
cblr-1758	370	28	power	power	NOUN
cblr-1758	370	29	to	to	PART
cblr-1758	370	30	dictate	dictate	VERB
cblr-1758	370	31	prices	price	NOUN
cblr-1758	370	32	that	that	PRON
cblr-1758	370	33	would	would	AUX
cblr-1758	370	34	be	be	AUX
cblr-1758	370	35	unachievable	unachievable	ADJ
cblr-1758	370	36	in	in	ADP
cblr-1758	370	37	a	a	DET
cblr-1758	370	38	truly	truly	ADV
cblr-1758	370	39	competitive	competitive	ADJ
cblr-1758	370	40	environment	environment	NOUN
cblr-1758	370	41	.	.	PUNCT
cblr-1758	370	42	”	"	PUNCT
cblr-1758	370	43	)	)	PUNCT
cblr-1758	370	44	.	.	PUNCT
cblr-1758	371	1	81	81	NUM
cblr-1758	371	2	see	see	VERB
cblr-1758	371	3	,	,	PUNCT
cblr-1758	371	4	e.g.	e.g.	ADV
cblr-1758	371	5	,	,	PUNCT
cblr-1758	371	6	cftc	cftc	PROPN
cblr-1758	371	7	v.	v.	PROPN
cblr-1758	371	8	wilson	wilson	PROPN
cblr-1758	371	9	,	,	PUNCT
cblr-1758	371	10	27	27	NUM
cblr-1758	371	11	f.	f.	PROPN
cblr-1758	371	12	supp	supp	PROPN
cblr-1758	371	13	.	.	PUNCT
cblr-1758	372	1	3d	3d	PROPN
cblr-1758	372	2	517	517	NUM
cblr-1758	372	3	,	,	PUNCT
cblr-1758	372	4	535	535	NUM
cblr-1758	372	5	(	(	PUNCT
cblr-1758	372	6	s.d.n.y	s.d.n.y	PROPN
cblr-1758	372	7	.	.	PROPN
cblr-1758	372	8	2014	2014	NUM
cblr-1758	372	9	)	)	PUNCT
cblr-1758	372	10	(	(	PUNCT
cblr-1758	372	11	denying	deny	VERB
cblr-1758	372	12	a	a	DET
cblr-1758	372	13	motion	motion	NOUN
cblr-1758	372	14	to	to	PART
cblr-1758	372	15	dismiss	dismiss	VERB
cblr-1758	372	16	where	where	SCONJ
cblr-1758	372	17	a	a	DET
cblr-1758	372	18	high	high	ADJ
cblr-1758	372	19	-	-	PUNCT
cblr-1758	372	20	speed	speed	NOUN
cblr-1758	372	21	trading	trading	NOUN
cblr-1758	372	22	firm	firm	NOUN
cblr-1758	372	23	was	be	AUX
cblr-1758	372	24	accused	accuse	VERB
cblr-1758	372	25	of	of	ADP
cblr-1758	372	26	banging	bang	VERB
cblr-1758	372	27	the	the	DET
cblr-1758	372	28	close	close	NOUN
cblr-1758	372	29	in	in	ADP
cblr-1758	372	30	violation	violation	NOUN
cblr-1758	372	31	of	of	ADP
cblr-1758	372	32	cea	cea	PROPN
cblr-1758	372	33	§	§	PROPN
cblr-1758	372	34	6(c	6(c	NUM
cblr-1758	372	35	)	)	PUNCT
cblr-1758	372	36	and	and	CCONJ
cblr-1758	372	37	§	§	PROPN
cblr-1758	372	38	9(a)(2	9(a)(2	NUM
cblr-1758	372	39	)	)	PUNCT
cblr-1758	372	40	)	)	PUNCT
cblr-1758	372	41	;	;	PUNCT
cblr-1758	372	42	cftc	cftc	PROPN
cblr-1758	372	43	v.	v.	PROPN
cblr-1758	372	44	moncada	moncada	PROPN
cblr-1758	372	45	,	,	PUNCT
cblr-1758	372	46	31	31	NUM
cblr-1758	372	47	f.	f.	PROPN
cblr-1758	372	48	supp	supp	PROPN
cblr-1758	372	49	.	.	PUNCT
cblr-1758	373	1	3d	3d	NOUN
cblr-1758	373	2	614	614	NUM
cblr-1758	373	3	,	,	PUNCT
cblr-1758	373	4	618	618	NUM
cblr-1758	373	5	(	(	PUNCT
cblr-1758	373	6	s.d.n.y	s.d.n.y	PROPN
cblr-1758	373	7	.	.	PROPN
cblr-1758	373	8	2014	2014	NUM
cblr-1758	373	9	)	)	PUNCT
cblr-1758	373	10	(	(	PUNCT
cblr-1758	373	11	granting	grant	VERB
cblr-1758	373	12	in	in	ADP
cblr-1758	373	13	part	part	NOUN
cblr-1758	373	14	and	and	CCONJ
cblr-1758	373	15	denying	deny	VERB
cblr-1758	373	16	in	in	ADP
cblr-1758	373	17	part	part	NOUN
cblr-1758	373	18	the	the	DET
cblr-1758	373	19	cftc	cftc	PROPN
cblr-1758	373	20	’s	’s	PART
cblr-1758	373	21	motion	motion	NOUN
cblr-1758	373	22	for	for	ADP
cblr-1758	373	23	summary	summary	NOUN
cblr-1758	373	24	judgment	judgment	NOUN
cblr-1758	373	25	but	but	CCONJ
cblr-1758	373	26	largely	largely	ADV
cblr-1758	373	27	endorsing	endorse	VERB
cblr-1758	373	28	the	the	DET
cblr-1758	373	29	cftc	cftc	PROPN
cblr-1758	373	30	’s	’s	PART
cblr-1758	373	31	view	view	NOUN
cblr-1758	373	32	of	of	ADP
cblr-1758	373	33	the	the	DET
cblr-1758	373	34	case	case	NOUN
cblr-1758	373	35	,	,	PUNCT
cblr-1758	373	36	which	which	PRON
cblr-1758	373	37	involved	involve	VERB
cblr-1758	373	38	allegations	allegation	NOUN
cblr-1758	373	39	that	that	SCONJ
cblr-1758	373	40	high	high	ADJ
cblr-1758	373	41	-	-	PUNCT
cblr-1758	373	42	speed	speed	NOUN
cblr-1758	373	43	spoofing	spoofing	NOUN
cblr-1758	373	44	misled	mislead	VERB
cblr-1758	373	45	other	other	ADJ
cblr-1758	373	46	market	market	NOUN
cblr-1758	373	47	participants	participant	NOUN
cblr-1758	373	48	)	)	PUNCT
cblr-1758	373	49	.	.	PUNCT
cblr-1758	374	1	scopino	scopino	PROPN
cblr-1758	374	2	–	–	PUNCT
cblr-1758	374	3	final	final	ADJ
cblr-1758	374	4	no	no	NOUN
cblr-1758	374	5	.	.	PUNCT
cblr-1758	375	1	2:439	2:439	NUM
cblr-1758	375	2	]	]	X
cblr-1758	375	3	the	the	DET
cblr-1758	375	4	second	second	ADJ
cblr-1758	375	5	machine	machine	NOUN
cblr-1758	375	6	age	age	NOUN
cblr-1758	375	7	463	463	NUM
cblr-1758	375	8	a.	a.	NOUN
cblr-1758	375	9	registration	registration	NOUN
cblr-1758	375	10	:	:	PUNCT
cblr-1758	375	11	the	the	DET
cblr-1758	375	12	kingpin	kingpin	NOUN
cblr-1758	375	13	in	in	ADP
cblr-1758	375	14	the	the	DET
cblr-1758	375	15	statutory	statutory	ADJ
cblr-1758	375	16	machinery	machinery	NOUN
cblr-1758	375	17	subject	subject	ADJ
cblr-1758	375	18	to	to	ADP
cblr-1758	375	19	limited	limited	ADJ
cblr-1758	375	20	exceptions	exception	NOUN
cblr-1758	375	21	,	,	PUNCT
cblr-1758	375	22	the	the	DET
cblr-1758	375	23	cea	cea	PROPN
cblr-1758	375	24	requires	require	VERB
cblr-1758	375	25	all	all	DET
cblr-1758	375	26	persons	person	NOUN
cblr-1758	375	27	that	that	PRON
cblr-1758	375	28	do	do	VERB
cblr-1758	375	29	business	business	NOUN
cblr-1758	375	30	as	as	SCONJ
cblr-1758	375	31	professionals	professional	NOUN
cblr-1758	375	32	in	in	ADP
cblr-1758	375	33	the	the	DET
cblr-1758	375	34	futures	future	NOUN
cblr-1758	375	35	or	or	CCONJ
cblr-1758	375	36	derivatives	derivative	NOUN
cblr-1758	375	37	markets	market	NOUN
cblr-1758	375	38	to	to	PART
cblr-1758	375	39	register	register	VERB
cblr-1758	375	40	with	with	ADP
cblr-1758	375	41	the	the	DET
cblr-1758	375	42	cftc.82	cftc.82	NOUN
cblr-1758	375	43	the	the	DET
cblr-1758	375	44	cftc	cftc	PROPN
cblr-1758	375	45	has	have	AUX
cblr-1758	375	46	delegated	delegate	VERB
cblr-1758	375	47	administration	administration	NOUN
cblr-1758	375	48	of	of	ADP
cblr-1758	375	49	the	the	DET
cblr-1758	375	50	registration	registration	NOUN
cblr-1758	375	51	process	process	NOUN
cblr-1758	375	52	to	to	ADP
cblr-1758	375	53	the	the	DET
cblr-1758	375	54	industry	industry	NOUN
cblr-1758	375	55	’s	’s	PART
cblr-1758	375	56	self	self	NOUN
cblr-1758	375	57	-	-	PUNCT
cblr-1758	375	58	regulatory	regulatory	ADJ
cblr-1758	375	59	organization	organization	NOUN
cblr-1758	375	60	(	(	PUNCT
cblr-1758	375	61	“	"	PUNCT
cblr-1758	375	62	sro	sro	VERB
cblr-1758	375	63	”	"	PUNCT
cblr-1758	375	64	)	)	PUNCT
cblr-1758	375	65	,	,	PUNCT
cblr-1758	375	66	the	the	DET
cblr-1758	375	67	national	national	PROPN
cblr-1758	375	68	futures	futures	PROPN
cblr-1758	375	69	association	association	PROPN
cblr-1758	375	70	(	(	PUNCT
cblr-1758	375	71	“	"	PUNCT
cblr-1758	375	72	nfa”).83	nfa”).83	NOUN
cblr-1758	375	73	besides	besides	SCONJ
cblr-1758	375	74	subjecting	subject	VERB
cblr-1758	375	75	the	the	DET
cblr-1758	375	76	persons	person	NOUN
cblr-1758	375	77	in	in	ADP
cblr-1758	375	78	question	question	NOUN
cblr-1758	375	79	to	to	ADP
cblr-1758	375	80	oversight	oversight	NOUN
cblr-1758	375	81	from	from	ADP
cblr-1758	375	82	the	the	DET
cblr-1758	375	83	cftc	cftc	PROPN
cblr-1758	375	84	and	and	CCONJ
cblr-1758	375	85	nfa,84	nfa,84	VERB
cblr-1758	375	86	the	the	DET
cblr-1758	375	87	mandatory	mandatory	ADJ
cblr-1758	375	88	registration	registration	NOUN
cblr-1758	375	89	of	of	ADP
cblr-1758	375	90	intermediaries	intermediary	NOUN
cblr-1758	375	91	serves	serve	VERB
cblr-1758	375	92	to	to	PART
cblr-1758	375	93	identify	identify	VERB
cblr-1758	375	94	persons	person	NOUN
cblr-1758	375	95	active	active	ADJ
cblr-1758	375	96	in	in	ADP
cblr-1758	375	97	the	the	DET
cblr-1758	375	98	futures	future	NOUN
cblr-1758	375	99	and	and	CCONJ
cblr-1758	375	100	derivatives	derivative	NOUN
cblr-1758	375	101	markets.85	markets.85	NOUN
cblr-1758	375	102	registration	registration	NOUN
cblr-1758	375	103	thereby	thereby	ADV
cblr-1758	375	104	provides	provide	VERB
cblr-1758	375	105	a	a	DET
cblr-1758	375	106	mechanism	mechanism	NOUN
cblr-1758	375	107	for	for	ADP
cblr-1758	375	108	screening	screen	VERB
cblr-1758	375	109	the	the	DET
cblr-1758	375	110	backgrounds	background	NOUN
cblr-1758	375	111	of	of	ADP
cblr-1758	375	112	such	such	ADJ
cblr-1758	375	113	persons	person	NOUN
cblr-1758	375	114	for	for	ADP
cblr-1758	375	115	fitness	fitness	NOUN
cblr-1758	375	116	to	to	ADP
cblr-1758	375	117	82	82	NUM
cblr-1758	375	118	who	who	PRON
cblr-1758	375	119	has	have	VERB
cblr-1758	375	120	to	to	PART
cblr-1758	375	121	register	register	VERB
cblr-1758	375	122	,	,	PUNCT
cblr-1758	375	123	nat’l	nat’l	NOUN
cblr-1758	375	124	futures	future	NOUN
cblr-1758	375	125	ass’n	ass’n	VERB
cblr-1758	375	126	,	,	PUNCT
cblr-1758	376	1	https://www.nfa.futures.org/nfa-registration/index.html	https://www.nfa.futures.org/nfa-registration/index.html	PROPN
cblr-1758	376	2	,	,	PUNCT
cblr-1758	376	3	archived	archive	VERB
cblr-1758	376	4	at	at	ADP
cblr-1758	376	5	http://perma.cc/6hc4-vvsb	http://perma.cc/6hc4-vvsb	PROPN
cblr-1758	376	6	.	.	PROPN
cblr-1758	376	7	83	83	NUM
cblr-1758	376	8	see	see	VERB
cblr-1758	376	9	about	about	ADP
cblr-1758	376	10	nfa	nfa	PROPN
cblr-1758	376	11	,	,	PUNCT
cblr-1758	376	12	nat’l	nat’l	NOUN
cblr-1758	376	13	futures	future	NOUN
cblr-1758	376	14	ass’n	ass’n	VERB
cblr-1758	376	15	,	,	PUNCT
cblr-1758	376	16	http://www.nfa	http://www.nfa	NOUN
cblr-1758	376	17	.	.	PUNCT
cblr-1758	377	1	futures.org/nfa-about-nfa/index.html	futures.org/nfa-about-nfa/index.html	NOUN
cblr-1758	377	2	,	,	PUNCT
cblr-1758	377	3	archived	archive	VERB
cblr-1758	377	4	at	at	ADP
cblr-1758	377	5	http://perma.cc/wp3zn9jc	http://perma.cc/wp3zn9jc	PROPN
cblr-1758	377	6	(	(	PUNCT
cblr-1758	377	7	“	"	PUNCT
cblr-1758	377	8	national	national	ADJ
cblr-1758	377	9	futures	futures	PROPN
cblr-1758	377	10	association	association	PROPN
cblr-1758	377	11	(	(	PUNCT
cblr-1758	377	12	nfa	nfa	PROPN
cblr-1758	377	13	)	)	PUNCT
cblr-1758	377	14	is	be	AUX
cblr-1758	377	15	the	the	DET
cblr-1758	377	16	self	self	NOUN
cblr-1758	377	17	-	-	PUNCT
cblr-1758	377	18	regulatory	regulatory	ADJ
cblr-1758	377	19	organization	organization	NOUN
cblr-1758	377	20	for	for	ADP
cblr-1758	377	21	the	the	DET
cblr-1758	377	22	u.s	u.s	PROPN
cblr-1758	377	23	.	.	PROPN
cblr-1758	377	24	derivatives	derivative	NOUN
cblr-1758	377	25	industry	industry	NOUN
cblr-1758	377	26	,	,	PUNCT
cblr-1758	377	27	including	include	VERB
cblr-1758	377	28	on	on	ADP
cblr-1758	377	29	-	-	PUNCT
cblr-1758	377	30	exchange	exchange	NOUN
cblr-1758	377	31	traded	trade	VERB
cblr-1758	377	32	futures	future	NOUN
cblr-1758	377	33	,	,	PUNCT
cblr-1758	377	34	retail	retail	ADJ
cblr-1758	377	35	off	off	ADP
cblr-1758	377	36	-	-	PUNCT
cblr-1758	377	37	exchange	exchange	NOUN
cblr-1758	377	38	foreign	foreign	ADJ
cblr-1758	377	39	currency	currency	NOUN
cblr-1758	377	40	(	(	PUNCT
cblr-1758	377	41	forex	forex	NOUN
cblr-1758	377	42	)	)	PUNCT
cblr-1758	377	43	and	and	CCONJ
cblr-1758	377	44	otc	otc	PROPN
cblr-1758	377	45	derivatives	derivative	NOUN
cblr-1758	377	46	(	(	PUNCT
cblr-1758	377	47	swaps	swap	NOUN
cblr-1758	377	48	)	)	PUNCT
cblr-1758	377	49	.	.	PUNCT
cblr-1758	377	50	”	"	PUNCT
cblr-1758	377	51	)	)	PUNCT
cblr-1758	377	52	.	.	PUNCT
cblr-1758	378	1	see	see	VERB
cblr-1758	378	2	,	,	PUNCT
cblr-1758	378	3	e.g.	e.g.	ADV
cblr-1758	378	4	,	,	PUNCT
cblr-1758	378	5	performance	performance	NOUN
cblr-1758	378	6	of	of	ADP
cblr-1758	378	7	registration	registration	NOUN
cblr-1758	378	8	functions	function	NOUN
cblr-1758	378	9	by	by	ADP
cblr-1758	378	10	national	national	PROPN
cblr-1758	378	11	futures	futures	PROPN
cblr-1758	378	12	association	association	PROPN
cblr-1758	378	13	with	with	ADP
cblr-1758	378	14	respect	respect	NOUN
cblr-1758	378	15	to	to	ADP
cblr-1758	378	16	swap	swap	NOUN
cblr-1758	378	17	dealers	dealer	NOUN
cblr-1758	378	18	and	and	CCONJ
cblr-1758	378	19	major	major	ADJ
cblr-1758	378	20	swap	swap	NOUN
cblr-1758	378	21	participants	participant	NOUN
cblr-1758	378	22	,	,	PUNCT
cblr-1758	378	23	77	77	NUM
cblr-1758	378	24	fed	fed	PROPN
cblr-1758	378	25	.	.	PUNCT
cblr-1758	379	1	reg	reg	PROPN
cblr-1758	379	2	.	.	PUNCT
cblr-1758	380	1	2708	2708	NUM
cblr-1758	380	2	,	,	PUNCT
cblr-1758	380	3	2709	2709	NUM
cblr-1758	380	4	(	(	PUNCT
cblr-1758	380	5	jan	jan	PROPN
cblr-1758	380	6	.	.	PROPN
cblr-1758	380	7	19	19	NUM
cblr-1758	380	8	,	,	PUNCT
cblr-1758	380	9	2012	2012	NUM
cblr-1758	380	10	)	)	PUNCT
cblr-1758	380	11	(	(	PUNCT
cblr-1758	380	12	providing	provide	VERB
cblr-1758	380	13	a	a	DET
cblr-1758	380	14	cftc	cftc	PROPN
cblr-1758	380	15	order	order	NOUN
cblr-1758	380	16	“	"	PUNCT
cblr-1758	380	17	authorizing	authorize	VERB
cblr-1758	380	18	nfa	nfa	PROPN
cblr-1758	380	19	.	.	PUNCT
cblr-1758	380	20	.	.	PUNCT
cblr-1758	380	21	.	.	PUNCT
cblr-1758	381	1	to	to	PART
cblr-1758	381	2	perform	perform	VERB
cblr-1758	381	3	the	the	DET
cblr-1758	381	4	full	full	ADJ
cblr-1758	381	5	range	range	NOUN
cblr-1758	381	6	of	of	ADP
cblr-1758	381	7	registration	registration	NOUN
cblr-1758	381	8	functions	function	NOUN
cblr-1758	381	9	under	under	ADP
cblr-1758	381	10	the	the	DET
cblr-1758	381	11	cea	cea	PROPN
cblr-1758	381	12	and	and	CCONJ
cblr-1758	381	13	the	the	DET
cblr-1758	381	14	[	[	X
cblr-1758	381	15	cftc	cftc	PROPN
cblr-1758	381	16	's	's	PART
cblr-1758	381	17	]	]	X
cblr-1758	381	18	regulations	regulation	NOUN
cblr-1758	381	19	with	with	ADP
cblr-1758	381	20	regard	regard	NOUN
cblr-1758	381	21	to	to	ADP
cblr-1758	381	22	[	[	PUNCT
cblr-1758	381	23	swap	swap	NOUN
cblr-1758	381	24	dealers	dealer	NOUN
cblr-1758	381	25	and	and	CCONJ
cblr-1758	381	26	major	major	ADJ
cblr-1758	381	27	swap	swap	NOUN
cblr-1758	381	28	participants	participant	NOUN
cblr-1758	381	29	]	]	PUNCT
cblr-1758	381	30	”	"	PUNCT
cblr-1758	381	31	and	and	CCONJ
cblr-1758	381	32	listing	list	VERB
cblr-1758	381	33	all	all	DET
cblr-1758	381	34	previous	previous	ADJ
cblr-1758	381	35	such	such	ADJ
cblr-1758	381	36	grants	grant	NOUN
cblr-1758	381	37	of	of	ADP
cblr-1758	381	38	authority	authority	NOUN
cblr-1758	381	39	to	to	ADP
cblr-1758	381	40	nfa	nfa	PROPN
cblr-1758	381	41	concerning	concern	VERB
cblr-1758	381	42	other	other	ADJ
cblr-1758	381	43	intermediaries	intermediary	NOUN
cblr-1758	381	44	)	)	PUNCT
cblr-1758	381	45	;	;	PUNCT
cblr-1758	381	46	registration	registration	NOUN
cblr-1758	381	47	of	of	ADP
cblr-1758	381	48	swap	swap	NOUN
cblr-1758	381	49	dealers	dealer	NOUN
cblr-1758	381	50	and	and	CCONJ
cblr-1758	381	51	major	major	ADJ
cblr-1758	381	52	swap	swap	NOUN
cblr-1758	381	53	participants	participant	NOUN
cblr-1758	381	54	,	,	PUNCT
cblr-1758	381	55	77	77	NUM
cblr-1758	381	56	fed	fed	PROPN
cblr-1758	381	57	.	.	PUNCT
cblr-1758	382	1	reg	reg	PROPN
cblr-1758	382	2	.	.	PROPN
cblr-1758	383	1	2613	2613	NUM
cblr-1758	383	2	,	,	PUNCT
cblr-1758	383	3	2619	2619	NUM
cblr-1758	383	4	(	(	PUNCT
cblr-1758	383	5	jan	jan	PROPN
cblr-1758	383	6	.	.	PROPN
cblr-1758	383	7	19	19	NUM
cblr-1758	383	8	,	,	PUNCT
cblr-1758	383	9	2012	2012	NUM
cblr-1758	383	10	)	)	PUNCT
cblr-1758	384	1	(	(	PUNCT
cblr-1758	384	2	to	to	PART
cblr-1758	384	3	be	be	AUX
cblr-1758	384	4	codified	codify	VERB
cblr-1758	384	5	at	at	ADP
cblr-1758	384	6	17	17	NUM
cblr-1758	384	7	c.f.r	c.f.r	NOUN
cblr-1758	384	8	.	.	PUNCT
cblr-1758	385	1	pts	pts	PROPN
cblr-1758	385	2	.	.	PROPN
cblr-1758	385	3	1	1	NUM
cblr-1758	385	4	,	,	PUNCT
cblr-1758	385	5	3	3	NUM
cblr-1758	385	6	,	,	PUNCT
cblr-1758	385	7	23	23	NUM
cblr-1758	385	8	,	,	PUNCT
cblr-1758	385	9	170	170	NUM
cblr-1758	385	10	)	)	PUNCT
cblr-1758	385	11	(	(	PUNCT
cblr-1758	385	12	“	"	PUNCT
cblr-1758	385	13	[	[	X
cblr-1758	385	14	t]he	t]he	X
cblr-1758	385	15	[	[	X
cblr-1758	385	16	cftc	cftc	X
cblr-1758	385	17	]	]	X
cblr-1758	385	18	intends	intend	VERB
cblr-1758	385	19	to	to	PART
cblr-1758	385	20	delegate	delegate	VERB
cblr-1758	385	21	its	its	PRON
cblr-1758	385	22	full	full	ADJ
cblr-1758	385	23	registration	registration	NOUN
cblr-1758	385	24	authority	authority	NOUN
cblr-1758	385	25	under	under	ADP
cblr-1758	385	26	the	the	DET
cblr-1758	385	27	cea	cea	PROPN
cblr-1758	385	28	and	and	CCONJ
cblr-1758	385	29	its	its	PRON
cblr-1758	385	30	regulations	regulation	NOUN
cblr-1758	385	31	to	to	ADP
cblr-1758	385	32	nfa	nfa	PROPN
cblr-1758	385	33	with	with	ADP
cblr-1758	385	34	respect	respect	NOUN
cblr-1758	385	35	to	to	ADP
cblr-1758	385	36	applicants	applicant	NOUN
cblr-1758	385	37	for	for	ADP
cblr-1758	385	38	registration	registration	NOUN
cblr-1758	385	39	,	,	PUNCT
cblr-1758	385	40	and	and	CCONJ
cblr-1758	385	41	registrants	registrant	NOUN
cblr-1758	385	42	,	,	PUNCT
cblr-1758	385	43	as	as	ADP
cblr-1758	385	44	[	[	X
cblr-1758	385	45	a	a	DET
cblr-1758	385	46	swap	swap	NOUN
cblr-1758	385	47	dealer	dealer	NOUN
cblr-1758	385	48	or	or	CCONJ
cblr-1758	385	49	major	major	ADJ
cblr-1758	385	50	swap	swap	NOUN
cblr-1758	385	51	participant	participant	NOUN
cblr-1758	385	52	]	]	X
cblr-1758	385	53	.	.	PUNCT
cblr-1758	385	54	”	"	PUNCT
cblr-1758	385	55	)	)	PUNCT
cblr-1758	385	56	.	.	PUNCT
cblr-1758	386	1	84	84	NUM
cblr-1758	386	2	2	2	NUM
cblr-1758	386	3	johnson	johnson	PROPN
cblr-1758	386	4	&	&	CCONJ
cblr-1758	386	5	hazen	hazen	PROPN
cblr-1758	386	6	,	,	PUNCT
cblr-1758	386	7	supra	supra	PROPN
cblr-1758	386	8	note	note	NOUN
cblr-1758	386	9	47	47	NUM
cblr-1758	386	10	,	,	PUNCT
cblr-1758	386	11	§	§	PROPN
cblr-1758	386	12	3.02[1	3.02[1	NUM
cblr-1758	386	13	]	]	PUNCT
cblr-1758	386	14	at	at	ADP
cblr-1758	386	15	626	626	NUM
cblr-1758	386	16	(	(	PUNCT
cblr-1758	386	17	“	"	PUNCT
cblr-1758	386	18	the	the	DET
cblr-1758	386	19	principal	principal	NOUN
cblr-1758	386	20	means	mean	VERB
cblr-1758	386	21	by	by	ADP
cblr-1758	386	22	which	which	PRON
cblr-1758	386	23	the	the	PRON
cblr-1758	386	24	[	[	X
cblr-1758	386	25	cftc	cftc	X
cblr-1758	386	26	]	]	PUNCT
cblr-1758	386	27	gains	gain	VERB
cblr-1758	386	28	regulatory	regulatory	ADJ
cblr-1758	386	29	jurisdiction	jurisdiction	NOUN
cblr-1758	386	30	over	over	ADP
cblr-1758	386	31	trading	trading	NOUN
cblr-1758	386	32	professionals	professional	NOUN
cblr-1758	386	33	is	be	AUX
cblr-1758	386	34	through	through	ADP
cblr-1758	386	35	compulsory	compulsory	ADJ
cblr-1758	386	36	registration	registration	NOUN
cblr-1758	386	37	under	under	ADP
cblr-1758	386	38	the	the	DET
cblr-1758	386	39	[	[	X
cblr-1758	386	40	cea	cea	PROPN
cblr-1758	386	41	.	.	PROPN
cblr-1758	386	42	]	]	X
cblr-1758	386	43	”	"	PUNCT
cblr-1758	386	44	)	)	PUNCT
cblr-1758	386	45	.	.	PUNCT
cblr-1758	387	1	85	85	NUM
cblr-1758	387	2	who	who	PRON
cblr-1758	387	3	has	have	VERB
cblr-1758	387	4	to	to	PART
cblr-1758	387	5	register	register	VERB
cblr-1758	387	6	,	,	PUNCT
cblr-1758	387	7	nat’l	nat’l	NOUN
cblr-1758	387	8	futures	future	NOUN
cblr-1758	387	9	ass’n	ass’n	VERB
cblr-1758	387	10	,	,	PUNCT
cblr-1758	387	11	http://www.nfa.futures.org/nfa-registration/index.html	http://www.nfa.futures.org/nfa-registration/index.html	PROPN
cblr-1758	387	12	,	,	PUNCT
cblr-1758	387	13	archived	archive	VERB
cblr-1758	387	14	at	at	ADP
cblr-1758	387	15	http://perma.cc/5b4w-tv9u	http://perma.cc/5b4w-tv9u	PROPN
cblr-1758	387	16	.	.	PUNCT
cblr-1758	388	1	scopino	scopino	PROPN
cblr-1758	388	2	–	–	PUNCT
cblr-1758	388	3	final	final	ADJ
cblr-1758	388	4	464	464	NUM
cblr-1758	388	5	columbia	columbia	PROPN
cblr-1758	388	6	business	business	NOUN
cblr-1758	388	7	law	law	PROPN
cblr-1758	388	8	review	review	NOUN
cblr-1758	389	1	[	[	X
cblr-1758	389	2	vol	vol	NOUN
cblr-1758	389	3	.	.	NOUN
cblr-1758	389	4	2015	2015	NUM
cblr-1758	389	5	conduct	conduct	NOUN
cblr-1758	389	6	business	business	NOUN
cblr-1758	389	7	in	in	ADP
cblr-1758	389	8	the	the	DET
cblr-1758	389	9	markets.86	markets.86	NOUN
cblr-1758	389	10	moreover	moreover	ADV
cblr-1758	389	11	,	,	PUNCT
cblr-1758	389	12	registration	registration	NOUN
cblr-1758	389	13	ensures	ensure	VERB
cblr-1758	389	14	that	that	SCONJ
cblr-1758	389	15	such	such	ADJ
cblr-1758	389	16	persons	person	NOUN
cblr-1758	389	17	have	have	AUX
cblr-1758	389	18	met	meet	VERB
cblr-1758	389	19	the	the	DET
cblr-1758	389	20	necessary	necessary	ADJ
cblr-1758	389	21	technical	technical	ADJ
cblr-1758	389	22	proficiency	proficiency	NOUN
cblr-1758	389	23	standards87	standards87	NOUN
cblr-1758	389	24	and	and	CCONJ
cblr-1758	389	25	received	receive	VERB
cblr-1758	389	26	ethics	ethic	NOUN
cblr-1758	389	27	training,88	training,88	PROPN
cblr-1758	389	28	as	as	SCONJ
cblr-1758	389	29	required	require	VERB
cblr-1758	389	30	by	by	ADP
cblr-1758	389	31	the	the	DET
cblr-1758	389	32	regulations.89	regulations.89	NOUN
cblr-1758	389	33	the	the	DET
cblr-1758	389	34	importance	importance	NOUN
cblr-1758	389	35	of	of	ADP
cblr-1758	389	36	registration	registration	NOUN
cblr-1758	389	37	to	to	ADP
cblr-1758	389	38	the	the	DET
cblr-1758	389	39	enforcement	enforcement	NOUN
cblr-1758	389	40	structure	structure	NOUN
cblr-1758	389	41	is	be	AUX
cblr-1758	389	42	evidenced	evidence	VERB
cblr-1758	389	43	in	in	ADP
cblr-1758	389	44	the	the	DET
cblr-1758	389	45	fact	fact	NOUN
cblr-1758	389	46	that	that	SCONJ
cblr-1758	389	47	the	the	DET
cblr-1758	389	48	registration	registration	NOUN
cblr-1758	389	49	requirements	requirement	NOUN
cblr-1758	389	50	in	in	ADP
cblr-1758	389	51	the	the	DET
cblr-1758	389	52	cea	cea	PROPN
cblr-1758	389	53	and	and	CCONJ
cblr-1758	389	54	cftc	cftc	PROPN
cblr-1758	389	55	regulations	regulation	NOUN
cblr-1758	389	56	are	be	AUX
cblr-1758	389	57	strict	strict	ADJ
cblr-1758	389	58	liability	liability	NOUN
cblr-1758	389	59	provisions	provision	NOUN
cblr-1758	389	60	.	.	PUNCT
cblr-1758	390	1	if	if	SCONJ
cblr-1758	390	2	someone	someone	PRON
cblr-1758	390	3	unintentionally	unintentionally	ADV
cblr-1758	390	4	fails	fail	VERB
cblr-1758	390	5	to	to	PART
cblr-1758	390	6	register	register	VERB
cblr-1758	390	7	,	,	PUNCT
cblr-1758	390	8	he	he	PRON
cblr-1758	390	9	or	or	CCONJ
cblr-1758	390	10	she	she	PRON
cblr-1758	390	11	would	would	AUX
cblr-1758	390	12	be	be	AUX
cblr-1758	390	13	liable	liable	ADJ
cblr-1758	390	14	in	in	ADP
cblr-1758	390	15	a	a	DET
cblr-1758	390	16	civil	civil	ADJ
cblr-1758	390	17	86	86	NUM
cblr-1758	390	18	see	see	VERB
cblr-1758	390	19	cftc	cftc	PROPN
cblr-1758	390	20	interpretative	interpretative	ADJ
cblr-1758	390	21	letter	letter	NOUN
cblr-1758	390	22	no	no	INTJ
cblr-1758	390	23	.	.	PROPN
cblr-1758	391	1	98	98	NUM
cblr-1758	391	2	-	-	SYM
cblr-1758	391	3	76	76	NUM
cblr-1758	391	4	,	,	PUNCT
cblr-1758	391	5	1998	1998	NUM
cblr-1758	391	6	wl	wl	NOUN
cblr-1758	391	7	812621	812621	NUM
cblr-1758	391	8	(	(	PUNCT
cblr-1758	391	9	nov	nov	PROPN
cblr-1758	391	10	.	.	PROPN
cblr-1758	391	11	18	18	NUM
cblr-1758	391	12	,	,	PUNCT
cblr-1758	391	13	1998	1998	NUM
cblr-1758	391	14	)	)	PUNCT
cblr-1758	391	15	,	,	PUNCT
cblr-1758	391	16	http://www.cftc.gov/ucm/groups/public/@lrlettergeneral/	http://www.cftc.gov/ucm/groups/public/@lrlettergeneral/	VERB
cblr-1758	391	17	documents	document	NOUN
cblr-1758	391	18	/	/	SYM
cblr-1758	391	19	letter/98	letter/98	NOUN
cblr-1758	391	20	-	-	PUNCT
cblr-1758	391	21	76.pdf	76.pdf	PROPN
cblr-1758	391	22	,	,	PUNCT
cblr-1758	391	23	archived	archive	VERB
cblr-1758	391	24	at	at	ADP
cblr-1758	391	25	http://perma.cc/te8w-qmps	http://perma.cc/te8w-qmp	NOUN
cblr-1758	391	26	(	(	PUNCT
cblr-1758	391	27	stating	state	VERB
cblr-1758	391	28	that	that	SCONJ
cblr-1758	391	29	the	the	DET
cblr-1758	391	30	registration	registration	NOUN
cblr-1758	391	31	requirements	requirement	NOUN
cblr-1758	391	32	“	"	PUNCT
cblr-1758	391	33	screen	screen	NOUN
cblr-1758	391	34	unfit	unfit	ADJ
cblr-1758	391	35	persons	person	NOUN
cblr-1758	391	36	from	from	ADP
cblr-1758	391	37	dealings	dealing	NOUN
cblr-1758	391	38	with	with	ADP
cblr-1758	391	39	customers	customer	NOUN
cblr-1758	391	40	and	and	CCONJ
cblr-1758	391	41	thus	thus	ADV
cblr-1758	391	42	represents	represent	VERB
cblr-1758	391	43	an	an	DET
cblr-1758	391	44	important	important	ADJ
cblr-1758	391	45	customer	customer	NOUN
cblr-1758	391	46	safeguard	safeguard	NOUN
cblr-1758	391	47	”	"	PUNCT
cblr-1758	391	48	)	)	PUNCT
cblr-1758	391	49	;	;	PUNCT
cblr-1758	391	50	cftc	cftc	PROPN
cblr-1758	391	51	staff	staff	NOUN
cblr-1758	391	52	letter	letter	NOUN
cblr-1758	391	53	no	no	INTJ
cblr-1758	391	54	.	.	NOUN
cblr-1758	391	55	03	03	NUM
cblr-1758	391	56	-	-	SYM
cblr-1758	391	57	19	19	NUM
cblr-1758	391	58	,	,	PUNCT
cblr-1758	391	59	2003	2003	NUM
cblr-1758	391	60	wl	wl	SYM
cblr-1758	391	61	21026328	21026328	NUM
cblr-1758	391	62	(	(	PUNCT
cblr-1758	391	63	apr	apr	PROPN
cblr-1758	391	64	.	.	PROPN
cblr-1758	391	65	29	29	NUM
cblr-1758	391	66	,	,	PUNCT
cblr-1758	391	67	2003	2003	NUM
cblr-1758	391	68	)	)	PUNCT
cblr-1758	391	69	(	(	PUNCT
cblr-1758	391	70	stating	state	VERB
cblr-1758	391	71	that	that	SCONJ
cblr-1758	391	72	“	"	PUNCT
cblr-1758	391	73	[	[	X
cblr-1758	391	74	t]he	t]he	ADV
cblr-1758	391	75	registration	registration	NOUN
cblr-1758	391	76	requirements	requirement	NOUN
cblr-1758	391	77	of	of	ADP
cblr-1758	391	78	the	the	DET
cblr-1758	391	79	[	[	X
cblr-1758	391	80	cea	cea	PROPN
cblr-1758	391	81	]	]	X
cblr-1758	391	82	are	be	AUX
cblr-1758	391	83	an	an	DET
cblr-1758	391	84	important	important	ADJ
cblr-1758	391	85	element	element	NOUN
cblr-1758	391	86	of	of	ADP
cblr-1758	391	87	customer	customer	NOUN
cblr-1758	391	88	protection	protection	NOUN
cblr-1758	391	89	and	and	CCONJ
cblr-1758	391	90	a	a	DET
cblr-1758	391	91	method	method	NOUN
cblr-1758	391	92	of	of	ADP
cblr-1758	391	93	screening	screen	VERB
cblr-1758	391	94	unfit	unfit	ADJ
cblr-1758	391	95	persons	person	NOUN
cblr-1758	391	96	from	from	ADP
cblr-1758	391	97	dealing	deal	VERB
cblr-1758	391	98	with	with	ADP
cblr-1758	391	99	customers	customer	NOUN
cblr-1758	391	100	”	"	PUNCT
cblr-1758	391	101	and	and	CCONJ
cblr-1758	391	102	citing	cite	VERB
cblr-1758	391	103	subcomm	subcomm	NOUN
cblr-1758	391	104	.	.	PUNCT
cblr-1758	392	1	on	on	ADP
cblr-1758	392	2	special	special	ADJ
cblr-1758	392	3	small	small	ADJ
cblr-1758	392	4	bus	bus	NOUN
cblr-1758	392	5	.	.	PUNCT
cblr-1758	393	1	problems	problem	NOUN
cblr-1758	393	2	of	of	ADP
cblr-1758	393	3	the	the	DET
cblr-1758	393	4	h.	h.	NOUN
cblr-1758	393	5	permanent	permanent	ADJ
cblr-1758	393	6	select	select	ADJ
cblr-1758	393	7	comm	comm	NOUN
cblr-1758	393	8	.	.	PUNCT
cblr-1758	394	1	on	on	ADP
cblr-1758	394	2	small	small	ADJ
cblr-1758	394	3	bus	bus	NOUN
cblr-1758	394	4	.	.	PUNCT
cblr-1758	394	5	,	,	PUNCT
cblr-1758	394	6	h.r	h.r	PROPN
cblr-1758	394	7	.	.	PROPN
cblr-1758	394	8	rep	rep	PROPN
cblr-1758	394	9	.	.	PROPN
cblr-1758	394	10	no	no	INTJ
cblr-1758	394	11	.	.	NOUN
cblr-1758	394	12	963	963	NUM
cblr-1758	394	13	,	,	PUNCT
cblr-1758	394	14	at	at	ADP
cblr-1758	394	15	36–37	36–37	PROPN
cblr-1758	394	16	(	(	PUNCT
cblr-1758	394	17	1974	1974	NUM
cblr-1758	394	18	)	)	PUNCT
cblr-1758	394	19	(	(	PUNCT
cblr-1758	394	20	discussing	discuss	VERB
cblr-1758	394	21	congressional	congressional	ADJ
cblr-1758	394	22	intent	intent	NOUN
cblr-1758	394	23	that	that	SCONJ
cblr-1758	394	24	“	"	PUNCT
cblr-1758	394	25	registration	registration	NOUN
cblr-1758	394	26	requirements	requirement	NOUN
cblr-1758	394	27	and	and	CCONJ
cblr-1758	394	28	fitness	fitness	NOUN
cblr-1758	394	29	checks	check	NOUN
cblr-1758	394	30	should	should	AUX
cblr-1758	394	31	be	be	AUX
cblr-1758	394	32	imposed	impose	VERB
cblr-1758	394	33	on	on	ADP
cblr-1758	394	34	commodity	commodity	NOUN
cblr-1758	394	35	solicitors	solicitor	NOUN
cblr-1758	394	36	,	,	PUNCT
cblr-1758	394	37	advisors	advisor	NOUN
cblr-1758	394	38	,	,	PUNCT
cblr-1758	394	39	and	and	CCONJ
cblr-1758	394	40	all	all	DET
cblr-1758	394	41	other	other	ADJ
cblr-1758	394	42	individuals	individual	NOUN
cblr-1758	394	43	who	who	PRON
cblr-1758	394	44	are	be	AUX
cblr-1758	394	45	involved	involve	VERB
cblr-1758	394	46	directly	directly	ADV
cblr-1758	394	47	or	or	CCONJ
cblr-1758	394	48	indirectly	indirectly	ADV
cblr-1758	394	49	in	in	ADP
cblr-1758	394	50	influencing	influence	VERB
cblr-1758	394	51	or	or	CCONJ
cblr-1758	394	52	advising	advise	VERB
cblr-1758	394	53	the	the	DET
cblr-1758	394	54	investment	investment	NOUN
cblr-1758	394	55	of	of	ADP
cblr-1758	394	56	customers	customer	NOUN
cblr-1758	394	57	’	’	PART
cblr-1758	394	58	funds	fund	NOUN
cblr-1758	394	59	”	"	PUNCT
cblr-1758	394	60	)	)	PUNCT
cblr-1758	394	61	)	)	PUNCT
cblr-1758	394	62	.	.	PUNCT
cblr-1758	395	1	87	87	NUM
cblr-1758	395	2	“	"	PUNCT
cblr-1758	395	3	congress	congress	PROPN
cblr-1758	395	4	empowered	empower	VERB
cblr-1758	395	5	the	the	DET
cblr-1758	395	6	[	[	X
cblr-1758	395	7	cftc	cftc	X
cblr-1758	395	8	]	]	PUNCT
cblr-1758	395	9	in	in	ADP
cblr-1758	395	10	1974	1974	NUM
cblr-1758	395	11	to	to	PART
cblr-1758	395	12	develop	develop	VERB
cblr-1758	395	13	its	its	PRON
cblr-1758	395	14	own	own	ADJ
cblr-1758	395	15	testing	testing	NOUN
cblr-1758	395	16	systems	system	NOUN
cblr-1758	395	17	for	for	ADP
cblr-1758	395	18	registrants	registrant	NOUN
cblr-1758	395	19	.	.	PUNCT
cblr-1758	395	20	.	.	PUNCT
cblr-1758	395	21	.	.	PUNCT
cblr-1758	395	22	.	.	PUNCT
cblr-1758	396	1	section	section	NOUN
cblr-1758	396	2	4p(a	4p(a	PROPN
cblr-1758	396	3	)	)	PUNCT
cblr-1758	396	4	of	of	ADP
cblr-1758	396	5	the	the	DET
cblr-1758	396	6	[	[	X
cblr-1758	396	7	cea	cea	PROPN
cblr-1758	396	8	]	]	PUNCT
cblr-1758	396	9	empowers	empower	VERB
cblr-1758	396	10	the	the	DET
cblr-1758	396	11	[	[	X
cblr-1758	396	12	cftc	cftc	X
cblr-1758	396	13	]	]	PUNCT
cblr-1758	396	14	to	to	PART
cblr-1758	396	15	adopt	adopt	VERB
cblr-1758	396	16	rules	rule	NOUN
cblr-1758	396	17	or	or	CCONJ
cblr-1758	396	18	regulations	regulation	NOUN
cblr-1758	396	19	establishing	establish	VERB
cblr-1758	396	20	standards	standard	NOUN
cblr-1758	396	21	for	for	ADP
cblr-1758	396	22	persons	person	NOUN
cblr-1758	396	23	required	require	VERB
cblr-1758	396	24	to	to	PART
cblr-1758	396	25	be	be	AUX
cblr-1758	396	26	registered	register	VERB
cblr-1758	396	27	with	with	ADP
cblr-1758	396	28	the	the	DET
cblr-1758	396	29	[	[	X
cblr-1758	396	30	cftc	cftc	X
cblr-1758	396	31	]	]	PUNCT
cblr-1758	396	32	with	with	ADP
cblr-1758	396	33	respect	respect	NOUN
cblr-1758	396	34	to	to	ADP
cblr-1758	396	35	training	training	NOUN
cblr-1758	396	36	,	,	PUNCT
cblr-1758	396	37	experience	experience	NOUN
cblr-1758	396	38	,	,	PUNCT
cblr-1758	396	39	or	or	CCONJ
cblr-1758	396	40	other	other	ADJ
cblr-1758	396	41	qualifications	qualification	NOUN
cblr-1758	396	42	‘	'	PUNCT
cblr-1758	396	43	to	to	PART
cblr-1758	396	44	insure	insure	VERB
cblr-1758	396	45	the	the	DET
cblr-1758	396	46	fitness	fitness	NOUN
cblr-1758	396	47	’	'	PUNCT
cblr-1758	396	48	of	of	ADP
cblr-1758	396	49	such	such	ADJ
cblr-1758	396	50	persons	person	NOUN
cblr-1758	396	51	.	.	PUNCT
cblr-1758	396	52	”	"	PUNCT
cblr-1758	397	1	2	2	NUM
cblr-1758	397	2	johnson	johnson	PROPN
cblr-1758	397	3	&	&	CCONJ
cblr-1758	397	4	hazen	hazen	PROPN
cblr-1758	397	5	,	,	PUNCT
cblr-1758	397	6	supra	supra	PROPN
cblr-1758	397	7	note	note	NOUN
cblr-1758	397	8	47	47	NUM
cblr-1758	397	9	,	,	PUNCT
cblr-1758	397	10	§	§	PROPN
cblr-1758	397	11	3.02[22	3.02[22	PROPN
cblr-1758	397	12	]	]	X
cblr-1758	397	13	,	,	PUNCT
cblr-1758	397	14	at	at	ADP
cblr-1758	397	15	660–61	660–61	NOUN
cblr-1758	397	16	.	.	PUNCT
cblr-1758	398	1	in	in	ADP
cblr-1758	398	2	regards	regard	NOUN
cblr-1758	398	3	to	to	ADP
cblr-1758	398	4	proficiency	proficiency	NOUN
cblr-1758	398	5	standards	standard	NOUN
cblr-1758	398	6	,	,	PUNCT
cblr-1758	398	7	“	"	PUNCT
cblr-1758	398	8	aps	ap	NOUN
cblr-1758	398	9	of	of	ADP
cblr-1758	398	10	a	a	DET
cblr-1758	398	11	registrant	registrant	NOUN
cblr-1758	398	12	are	be	AUX
cblr-1758	398	13	generally	generally	ADV
cblr-1758	398	14	required	require	VERB
cblr-1758	398	15	as	as	ADP
cblr-1758	398	16	a	a	DET
cblr-1758	398	17	condition	condition	NOUN
cblr-1758	398	18	of	of	ADP
cblr-1758	398	19	such	such	ADJ
cblr-1758	398	20	registration	registration	NOUN
cblr-1758	398	21	to	to	PART
cblr-1758	398	22	successfully	successfully	ADV
cblr-1758	398	23	complete	complete	VERB
cblr-1758	398	24	an	an	DET
cblr-1758	398	25	examination	examination	NOUN
cblr-1758	398	26	known	know	VERB
cblr-1758	398	27	as	as	ADP
cblr-1758	398	28	‘	'	PUNCT
cblr-1758	398	29	series	series	NOUN
cblr-1758	398	30	3	3	NUM
cblr-1758	398	31	’	'	PUNCT
cblr-1758	398	32	that	that	PRON
cblr-1758	398	33	is	be	AUX
cblr-1758	398	34	administered	administer	VERB
cblr-1758	398	35	by	by	ADP
cblr-1758	398	36	the	the	DET
cblr-1758	398	37	national	national	PROPN
cblr-1758	398	38	association	association	PROPN
cblr-1758	398	39	of	of	ADP
cblr-1758	398	40	securities	securities	PROPN
cblr-1758	398	41	dealers	dealers	PROPN
cblr-1758	398	42	,	,	PUNCT
cblr-1758	398	43	inc	inc	PROPN
cblr-1758	398	44	.	.	PROPN
cblr-1758	398	45	”	"	PUNCT
cblr-1758	399	1	i	i	PRON
cblr-1758	399	2	d.	d.	PROPN
cblr-1758	399	3	at	at	ADP
cblr-1758	399	4	661	661	NUM
cblr-1758	399	5	.	.	PUNCT
cblr-1758	399	6	88	88	NUM
cblr-1758	399	7	registration	registration	NOUN
cblr-1758	399	8	of	of	ADP
cblr-1758	399	9	floor	floor	NOUN
cblr-1758	399	10	traders	trader	NOUN
cblr-1758	399	11	;	;	PUNCT
cblr-1758	399	12	mandatory	mandatory	ADJ
cblr-1758	399	13	ethics	ethic	NOUN
cblr-1758	399	14	training	training	NOUN
cblr-1758	399	15	for	for	ADP
cblr-1758	399	16	registrants	registrant	NOUN
cblr-1758	399	17	;	;	PUNCT
cblr-1758	399	18	suspension	suspension	NOUN
cblr-1758	399	19	of	of	ADP
cblr-1758	399	20	registrants	registrant	NOUN
cblr-1758	399	21	charged	charge	VERB
cblr-1758	399	22	with	with	ADP
cblr-1758	399	23	felonies	felony	NOUN
cblr-1758	399	24	,	,	PUNCT
cblr-1758	399	25	58	58	NUM
cblr-1758	399	26	fed	fed	PROPN
cblr-1758	399	27	.	.	PUNCT
cblr-1758	400	1	reg	reg	PROPN
cblr-1758	400	2	.	.	PUNCT
cblr-1758	401	1	19,575	19,575	NUM
cblr-1758	401	2	,	,	PUNCT
cblr-1758	401	3	19,584–85	19,584–85	NUM
cblr-1758	401	4	&	&	CCONJ
cblr-1758	401	5	nn.42–43	nn.42–43	PROPN
cblr-1758	401	6	(	(	PUNCT
cblr-1758	401	7	apr	apr	PROPN
cblr-1758	401	8	.	.	PROPN
cblr-1758	401	9	15	15	NUM
cblr-1758	401	10	,	,	PUNCT
cblr-1758	401	11	1993	1993	NUM
cblr-1758	401	12	)	)	PUNCT
cblr-1758	401	13	(	(	PUNCT
cblr-1758	401	14	to	to	PART
cblr-1758	401	15	be	be	AUX
cblr-1758	401	16	codified	codify	VERB
cblr-1758	401	17	at	at	ADP
cblr-1758	401	18	17	17	NUM
cblr-1758	401	19	c.f.r	c.f.r	NOUN
cblr-1758	401	20	.	.	PUNCT
cblr-1758	402	1	pts	pts	PROPN
cblr-1758	402	2	.	.	PROPN
cblr-1758	402	3	1	1	NUM
cblr-1758	402	4	,	,	PUNCT
cblr-1758	402	5	3	3	NUM
cblr-1758	402	6	,	,	PUNCT
cblr-1758	402	7	10	10	NUM
cblr-1758	402	8	,	,	PUNCT
cblr-1758	402	9	145	145	NUM
cblr-1758	402	10	)	)	PUNCT
cblr-1758	402	11	;	;	PUNCT
cblr-1758	402	12	2	2	NUM
cblr-1758	402	13	johnson	johnson	PROPN
cblr-1758	402	14	&	&	CCONJ
cblr-1758	402	15	hazen	hazen	PROPN
cblr-1758	402	16	,	,	PUNCT
cblr-1758	402	17	supra	supra	PROPN
cblr-1758	402	18	note	note	NOUN
cblr-1758	402	19	47	47	NUM
cblr-1758	402	20	,	,	PUNCT
cblr-1758	402	21	§	§	PROPN
cblr-1758	402	22	3.02[23	3.02[23	NUM
cblr-1758	402	23	]	]	PUNCT
cblr-1758	402	24	,	,	PUNCT
cblr-1758	402	25	at	at	ADP
cblr-1758	402	26	661–65	661–65	NUM
cblr-1758	402	27	;	;	PUNCT
cblr-1758	402	28	17	17	NUM
cblr-1758	402	29	c.f.r	c.f.r	NOUN
cblr-1758	402	30	.	.	PUNCT
cblr-1758	403	1	pt	pt	PROPN
cblr-1758	403	2	.	.	PROPN
cblr-1758	403	3	3	3	NUM
cblr-1758	403	4	,	,	PUNCT
cblr-1758	403	5	app	app	X
cblr-1758	403	6	.	.	PROPN
cblr-1758	404	1	b	b	X
cblr-1758	404	2	,	,	PUNCT
cblr-1758	404	3	supra	supra	PROPN
cblr-1758	404	4	note	note	NOUN
cblr-1758	404	5	54	54	NUM
cblr-1758	404	6	.	.	SYM
cblr-1758	404	7	89	89	NUM
cblr-1758	404	8	2	2	NUM
cblr-1758	404	9	johnson	johnson	PROPN
cblr-1758	404	10	&	&	CCONJ
cblr-1758	404	11	hazen	hazen	PROPN
cblr-1758	404	12	,	,	PUNCT
cblr-1758	404	13	supra	supra	PROPN
cblr-1758	404	14	note	note	NOUN
cblr-1758	404	15	47	47	NUM
cblr-1758	404	16	,	,	PUNCT
cblr-1758	404	17	§	§	PROPN
cblr-1758	404	18	3.02[23	3.02[23	NUM
cblr-1758	404	19	]	]	PUNCT
cblr-1758	404	20	,	,	PUNCT
cblr-1758	404	21	at	at	ADP
cblr-1758	404	22	661	661	NUM
cblr-1758	404	23	.	.	PUNCT
cblr-1758	405	1	scopino	scopino	ADJ
cblr-1758	405	2	–	–	PUNCT
cblr-1758	405	3	final	final	ADJ
cblr-1758	405	4	no	no	NOUN
cblr-1758	405	5	.	.	PUNCT
cblr-1758	406	1	2:439	2:439	NUM
cblr-1758	406	2	]	]	X
cblr-1758	406	3	the	the	DET
cblr-1758	406	4	second	second	ADJ
cblr-1758	406	5	machine	machine	NOUN
cblr-1758	406	6	age	age	NOUN
cblr-1758	406	7	465	465	NUM
cblr-1758	406	8	enforcement	enforcement	NOUN
cblr-1758	406	9	action	action	NOUN
cblr-1758	406	10	for	for	ADP
cblr-1758	406	11	violating	violate	VERB
cblr-1758	406	12	the	the	DET
cblr-1758	406	13	cea	cea	PROPN
cblr-1758	406	14	and	and	CCONJ
cblr-1758	406	15	cftc	cftc	PROPN
cblr-1758	406	16	regulations	regulation	NOUN
cblr-1758	406	17	for	for	ADP
cblr-1758	406	18	operating	operate	VERB
cblr-1758	406	19	as	as	ADP
cblr-1758	406	20	an	an	DET
cblr-1758	406	21	unregistered	unregistered	ADJ
cblr-1758	406	22	intermediary.90	intermediary.90	NOUN
cblr-1758	406	23	the	the	DET
cblr-1758	406	24	number	number	NOUN
cblr-1758	406	25	of	of	ADP
cblr-1758	406	26	categories	category	NOUN
cblr-1758	406	27	of	of	ADP
cblr-1758	406	28	regulated	regulated	ADJ
cblr-1758	406	29	futures	future	NOUN
cblr-1758	406	30	market	market	NOUN
cblr-1758	406	31	intermediaries	intermediary	NOUN
cblr-1758	406	32	has	have	AUX
cblr-1758	406	33	gradually	gradually	ADV
cblr-1758	406	34	expanded	expand	VERB
cblr-1758	406	35	since	since	SCONJ
cblr-1758	406	36	the	the	DET
cblr-1758	406	37	1930s	1930	NOUN
cblr-1758	406	38	.	.	PUNCT
cblr-1758	407	1	generally	generally	ADV
cblr-1758	407	2	,	,	PUNCT
cblr-1758	407	3	the	the	DET
cblr-1758	407	4	cea	cea	PROPN
cblr-1758	407	5	’s	’s	PART
cblr-1758	407	6	compulsory	compulsory	ADJ
cblr-1758	407	7	registration	registration	NOUN
cblr-1758	407	8	requirements	requirement	NOUN
cblr-1758	407	9	cover	cover	VERB
cblr-1758	407	10	trading	trading	NOUN
cblr-1758	407	11	professionals	professional	NOUN
cblr-1758	407	12	who	who	PRON
cblr-1758	407	13	have	have	VERB
cblr-1758	407	14	contact	contact	NOUN
cblr-1758	407	15	with	with	ADP
cblr-1758	407	16	customers	customer	NOUN
cblr-1758	407	17	as	as	SCONJ
cblr-1758	407	18	opposed	oppose	VERB
cblr-1758	407	19	to	to	ADP
cblr-1758	407	20	persons	person	NOUN
cblr-1758	407	21	who	who	PRON
cblr-1758	407	22	trade	trade	VERB
cblr-1758	407	23	with	with	ADP
cblr-1758	407	24	their	their	PRON
cblr-1758	407	25	own	own	ADJ
cblr-1758	407	26	funds	fund	NOUN
cblr-1758	407	27	(	(	PUNCT
cblr-1758	407	28	i.e.	i.e.	X
cblr-1758	407	29	,	,	PUNCT
cblr-1758	407	30	proprietary	proprietary	ADJ
cblr-1758	407	31	traders).91	traders).91	NOUN
cblr-1758	407	32	given	give	VERB
cblr-1758	407	33	that	that	SCONJ
cblr-1758	407	34	technological	technological	ADJ
cblr-1758	407	35	advances	advance	NOUN
cblr-1758	407	36	are	be	AUX
cblr-1758	407	37	enabling	enable	VERB
cblr-1758	407	38	computers	computer	NOUN
cblr-1758	407	39	and	and	CCONJ
cblr-1758	407	40	software	software	NOUN
cblr-1758	407	41	programs	program	NOUN
cblr-1758	407	42	to	to	PART
cblr-1758	407	43	assume	assume	VERB
cblr-1758	407	44	the	the	DET
cblr-1758	407	45	roles	role	NOUN
cblr-1758	407	46	human	human	ADJ
cblr-1758	407	47	salespeople	salesperson	NOUN
cblr-1758	407	48	previously	previously	ADV
cblr-1758	407	49	played,92	played,92	NUM
cblr-1758	407	50	at	at	ADP
cblr-1758	407	51	some	some	DET
cblr-1758	407	52	point	point	NOUN
cblr-1758	407	53	in	in	ADP
cblr-1758	407	54	the	the	DET
cblr-1758	407	55	future	future	NOUN
cblr-1758	407	56	,	,	PUNCT
cblr-1758	407	57	the	the	DET
cblr-1758	407	58	persons	person	NOUN
cblr-1758	407	59	soliciting	solicit	VERB
cblr-1758	407	60	orders	order	NOUN
cblr-1758	407	61	for	for	ADP
cblr-1758	407	62	futures	future	NOUN
cblr-1758	407	63	trades	trade	NOUN
cblr-1758	407	64	or	or	CCONJ
cblr-1758	407	65	soliciting	solicit	VERB
cblr-1758	407	66	customers	customer	NOUN
cblr-1758	407	67	to	to	PART
cblr-1758	407	68	invest	invest	VERB
cblr-1758	407	69	in	in	ADP
cblr-1758	407	70	commodity	commodity	NOUN
cblr-1758	407	71	hedge	hedge	NOUN
cblr-1758	407	72	funds	fund	NOUN
cblr-1758	407	73	may	may	AUX
cblr-1758	407	74	be	be	AUX
cblr-1758	407	75	digital	digital	ADJ
cblr-1758	407	76	intermediaries	intermediary	NOUN
cblr-1758	407	77	rather	rather	ADV
cblr-1758	407	78	than	than	ADP
cblr-1758	407	79	real	real	ADJ
cblr-1758	407	80	people	people	NOUN
cblr-1758	407	81	.	.	PUNCT
cblr-1758	408	1	in	in	ADP
cblr-1758	408	2	practically	practically	ADV
cblr-1758	408	3	every	every	PRON
cblr-1758	408	4	instance	instance	NOUN
cblr-1758	408	5	of	of	ADP
cblr-1758	408	6	perceived	perceive	VERB
cblr-1758	408	7	regulatory	regulatory	ADJ
cblr-1758	408	8	gaps	gap	NOUN
cblr-1758	408	9	or	or	CCONJ
cblr-1758	408	10	blind	blind	ADJ
cblr-1758	408	11	spots	spot	NOUN
cblr-1758	408	12	,	,	PUNCT
cblr-1758	408	13	congress	congress	PROPN
cblr-1758	408	14	placed	place	VERB
cblr-1758	408	15	additional	additional	ADJ
cblr-1758	408	16	categories	category	NOUN
cblr-1758	408	17	of	of	ADP
cblr-1758	408	18	intermediaries	intermediary	NOUN
cblr-1758	408	19	under	under	ADP
cblr-1758	408	20	cftc	cftc	PROPN
cblr-1758	408	21	oversight.93	oversight.93	PROPN
cblr-1758	408	22	for	for	ADP
cblr-1758	408	23	example	example	NOUN
cblr-1758	408	24	,	,	PUNCT
cblr-1758	408	25	in	in	ADP
cblr-1758	408	26	1982	1982	NUM
cblr-1758	408	27	congress	congress	PROPN
cblr-1758	408	28	created	create	VERB
cblr-1758	408	29	the	the	DET
cblr-1758	408	30	“	"	PUNCT
cblr-1758	408	31	introducing	introduce	VERB
cblr-1758	408	32	broker	broker	NOUN
cblr-1758	408	33	”	"	PUNCT
cblr-1758	408	34	registrant	registrant	NOUN
cblr-1758	408	35	category	category	NOUN
cblr-1758	408	36	after	after	ADP
cblr-1758	408	37	being	be	AUX
cblr-1758	408	38	told	tell	VERB
cblr-1758	408	39	that	that	SCONJ
cblr-1758	408	40	fcms	fcms	NOUN
cblr-1758	408	41	would	would	AUX
cblr-1758	408	42	disavow	disavow	VERB
cblr-1758	408	43	responsibility	responsibility	NOUN
cblr-1758	408	44	for	for	ADP
cblr-1758	408	45	the	the	DET
cblr-1758	408	46	misconduct	misconduct	NOUN
cblr-1758	408	47	of	of	ADP
cblr-1758	408	48	small	small	ADJ
cblr-1758	408	49	,	,	PUNCT
cblr-1758	408	50	independent	independent	ADJ
cblr-1758	408	51	brokers	broker	NOUN
cblr-1758	408	52	who	who	PRON
cblr-1758	408	53	had	have	VERB
cblr-1758	408	54	relationships	relationship	NOUN
cblr-1758	408	55	with	with	ADP
cblr-1758	408	56	the	the	DET
cblr-1758	408	57	fcms	fcms	NOUN
cblr-1758	408	58	but	but	CCONJ
cblr-1758	408	59	who	who	PRON
cblr-1758	408	60	were	be	AUX
cblr-1758	408	61	not	not	PART
cblr-1758	408	62	officially	officially	ADV
cblr-1758	408	63	employees	employee	NOUN
cblr-1758	408	64	or	or	CCONJ
cblr-1758	408	65	agents	agent	NOUN
cblr-1758	408	66	of	of	ADP
cblr-1758	408	67	those	those	DET
cblr-1758	408	68	fcms	fcms	NOUN
cblr-1758	408	69	(	(	PUNCT
cblr-1758	408	70	and	and	CCONJ
cblr-1758	408	71	90	90	NUM
cblr-1758	408	72	see	see	VERB
cblr-1758	408	73	cftc	cftc	PROPN
cblr-1758	408	74	v.	v.	ADP
cblr-1758	408	75	british	british	PROPN
cblr-1758	408	76	am	am	PROPN
cblr-1758	408	77	.	.	PUNCT
cblr-1758	409	1	commodity	commodity	PROPN
cblr-1758	409	2	options	options	PROPN
cblr-1758	409	3	corp	corp	PROPN
cblr-1758	409	4	.	.	PROPN
cblr-1758	409	5	,	,	PUNCT
cblr-1758	409	6	560	560	NUM
cblr-1758	409	7	f.2d	f.2d	NOUN
cblr-1758	409	8	135	135	NUM
cblr-1758	409	9	,	,	PUNCT
cblr-1758	409	10	142	142	NUM
cblr-1758	409	11	(	(	PUNCT
cblr-1758	409	12	2d	2d	NUM
cblr-1758	409	13	cir	cir	NOUN
cblr-1758	409	14	.	.	PUNCT
cblr-1758	409	15	1977	1977	NUM
cblr-1758	409	16	)	)	PUNCT
cblr-1758	409	17	,	,	PUNCT
cblr-1758	409	18	cert	cert	PROPN
cblr-1758	409	19	.	.	PUNCT
cblr-1758	409	20	denied	deny	VERB
cblr-1758	409	21	,	,	PUNCT
cblr-1758	409	22	438	438	NUM
cblr-1758	409	23	u.s	u.s	PROPN
cblr-1758	409	24	.	.	PROPN
cblr-1758	409	25	905	905	NUM
cblr-1758	409	26	(	(	PUNCT
cblr-1758	409	27	1978	1978	NUM
cblr-1758	409	28	)	)	PUNCT
cblr-1758	409	29	;	;	PUNCT
cblr-1758	409	30	cftc	cftc	PROPN
cblr-1758	409	31	v.	v.	PROPN
cblr-1758	409	32	wilson	wilson	PROPN
cblr-1758	409	33	,	,	PUNCT
cblr-1758	409	34	19	19	NUM
cblr-1758	409	35	f.	f.	PROPN
cblr-1758	409	36	supp	supp	PROPN
cblr-1758	409	37	.	.	PUNCT
cblr-1758	410	1	3d	3d	NUM
cblr-1758	410	2	.	.	PUNCT
cblr-1758	411	1	352	352	NUM
cblr-1758	411	2	,	,	PUNCT
cblr-1758	411	3	361	361	NUM
cblr-1758	411	4	(	(	PUNCT
cblr-1758	411	5	d.	d.	PROPN
cblr-1758	411	6	mass	mass	PROPN
cblr-1758	411	7	.	.	PROPN
cblr-1758	411	8	2014	2014	NUM
cblr-1758	411	9	)	)	PUNCT
cblr-1758	411	10	.	.	PUNCT
cblr-1758	412	1	see	see	AUX
cblr-1758	412	2	also	also	ADV
cblr-1758	412	3	scopino	scopino	VERB
cblr-1758	412	4	,	,	PUNCT
cblr-1758	412	5	do	do	VERB
cblr-1758	412	6	atss	atss	DET
cblr-1758	412	7	dream	dream	NOUN
cblr-1758	412	8	?	?	PUNCT
cblr-1758	412	9	,	,	PUNCT
cblr-1758	412	10	,	,	PUNCT
cblr-1758	412	11	supra	supra	PROPN
cblr-1758	412	12	note	note	NOUN
cblr-1758	412	13	19	19	NUM
cblr-1758	412	14	.	.	PUNCT
cblr-1758	413	1	the	the	DET
cblr-1758	413	2	wilson	wilson	PROPN
cblr-1758	413	3	decision	decision	NOUN
cblr-1758	413	4	also	also	ADV
cblr-1758	413	5	noted	note	VERB
cblr-1758	413	6	that	that	SCONJ
cblr-1758	413	7	,	,	PUNCT
cblr-1758	413	8	in	in	ADP
cblr-1758	413	9	the	the	DET
cblr-1758	413	10	securities	security	NOUN
cblr-1758	413	11	markets	market	NOUN
cblr-1758	413	12	,	,	PUNCT
cblr-1758	413	13	“	"	PUNCT
cblr-1758	413	14	[	[	PUNCT
cblr-1758	413	15	c]ourts	c]ourt	NOUN
cblr-1758	413	16	have	have	AUX
cblr-1758	413	17	consistently	consistently	ADV
cblr-1758	413	18	held	hold	VERB
cblr-1758	413	19	that	that	SCONJ
cblr-1758	413	20	the	the	DET
cblr-1758	413	21	sec	sec	PROPN
cblr-1758	413	22	registration	registration	NOUN
cblr-1758	413	23	requirement	requirement	NOUN
cblr-1758	413	24	is	be	AUX
cblr-1758	413	25	a	a	DET
cblr-1758	413	26	‘	'	PUNCT
cblr-1758	413	27	strict	strict	ADJ
cblr-1758	413	28	liability	liability	NOUN
cblr-1758	413	29	’	'	PUNCT
cblr-1758	413	30	provision	provision	NOUN
cblr-1758	413	31	.	.	PUNCT
cblr-1758	413	32	”	"	PUNCT
cblr-1758	414	1	wilson	wilson	PROPN
cblr-1758	414	2	,	,	PUNCT
cblr-1758	414	3	19	19	NUM
cblr-1758	414	4	f.	f.	PROPN
cblr-1758	414	5	supp	supp	PROPN
cblr-1758	414	6	.	.	PUNCT
cblr-1758	415	1	3d	3d	NUM
cblr-1758	415	2	at	at	ADP
cblr-1758	415	3	361	361	NUM
cblr-1758	415	4	.	.	PUNCT
cblr-1758	416	1	91	91	NUM
cblr-1758	416	2	see	see	VERB
cblr-1758	416	3	,	,	PUNCT
cblr-1758	416	4	e.g.	e.g.	ADV
cblr-1758	416	5	,	,	PUNCT
cblr-1758	416	6	cea	cea	PROPN
cblr-1758	416	7	§	§	PROPN
cblr-1758	416	8	§	§	PROPN
cblr-1758	416	9	4d	4d	NUM
cblr-1758	416	10	,	,	PUNCT
cblr-1758	416	11	4e	4e	NOUN
cblr-1758	416	12	,	,	PUNCT
cblr-1758	416	13	4f	4f	NUM
cblr-1758	416	14	,	,	PUNCT
cblr-1758	416	15	4k	4k	NOUN
cblr-1758	416	16	,	,	PUNCT
cblr-1758	416	17	4	4	NUM
cblr-1758	416	18	m	m	NOUN
cblr-1758	416	19	,	,	PUNCT
cblr-1758	416	20	4n	4n	NOUN
cblr-1758	416	21	,	,	PUNCT
cblr-1758	416	22	4s	4s	NUM
cblr-1758	416	23	,	,	PUNCT
cblr-1758	416	24	7	7	NUM
cblr-1758	416	25	u.s.c	u.s.c	NOUN
cblr-1758	416	26	.	.	PUNCT
cblr-1758	417	1	§	§	PROPN
cblr-1758	417	2	§	§	PROPN
cblr-1758	417	3	6d	6d	NUM
cblr-1758	417	4	,	,	PUNCT
cblr-1758	417	5	6e	6e	NOUN
cblr-1758	417	6	,	,	PUNCT
cblr-1758	417	7	6f	6f	NUM
cblr-1758	417	8	,	,	PUNCT
cblr-1758	417	9	6k	6k	NOUN
cblr-1758	417	10	,	,	PUNCT
cblr-1758	417	11	6	6	NUM
cblr-1758	417	12	m	m	NOUN
cblr-1758	417	13	,	,	PUNCT
cblr-1758	417	14	6n	6n	NOUN
cblr-1758	417	15	,	,	PUNCT
cblr-1758	417	16	6s	6s	NUM
cblr-1758	417	17	(	(	PUNCT
cblr-1758	417	18	2012	2012	NUM
cblr-1758	417	19	)	)	PUNCT
cblr-1758	417	20	.	.	PUNCT
cblr-1758	418	1	92	92	NUM
cblr-1758	418	2	see	see	NOUN
cblr-1758	418	3	,	,	PUNCT
cblr-1758	418	4	e.g.	e.g.	ADV
cblr-1758	418	5	,	,	PUNCT
cblr-1758	418	6	randall	randall	PROPN
cblr-1758	418	7	,	,	PUNCT
cblr-1758	418	8	supra	supra	PROPN
cblr-1758	418	9	note	note	PROPN
cblr-1758	418	10	36	36	NUM
cblr-1758	418	11	.	.	PUNCT
cblr-1758	419	1	93	93	NUM
cblr-1758	420	1	the	the	DET
cblr-1758	420	2	cea	cea	PROPN
cblr-1758	420	3	grants	grant	VERB
cblr-1758	420	4	the	the	DET
cblr-1758	420	5	cftc	cftc	PROPN
cblr-1758	420	6	broad	broad	ADJ
cblr-1758	420	7	rulemaking	rulemaking	NOUN
cblr-1758	420	8	authority	authority	NOUN
cblr-1758	420	9	.	.	PUNCT
cblr-1758	421	1	see	see	VERB
cblr-1758	421	2	cea	cea	PROPN
cblr-1758	421	3	§	§	PROPN
cblr-1758	421	4	8a(5	8a(5	NUM
cblr-1758	421	5	)	)	PUNCT
cblr-1758	421	6	,	,	PUNCT
cblr-1758	421	7	7	7	NUM
cblr-1758	421	8	u.s.c	u.s.c	ADJ
cblr-1758	421	9	.	.	PUNCT
cblr-1758	422	1	§	§	PROPN
cblr-1758	422	2	12a(5	12a(5	PROPN
cblr-1758	422	3	)	)	PUNCT
cblr-1758	422	4	(	(	PUNCT
cblr-1758	422	5	2012	2012	NUM
cblr-1758	422	6	)	)	PUNCT
cblr-1758	422	7	.	.	PUNCT
cblr-1758	423	1	yet	yet	CCONJ
cblr-1758	423	2	the	the	DET
cblr-1758	423	3	cftc	cftc	PROPN
cblr-1758	423	4	has	have	AUX
cblr-1758	423	5	never	never	ADV
cblr-1758	423	6	created	create	VERB
cblr-1758	423	7	a	a	DET
cblr-1758	423	8	new	new	ADJ
cblr-1758	423	9	category	category	NOUN
cblr-1758	423	10	of	of	ADP
cblr-1758	423	11	intermediary	intermediary	ADJ
cblr-1758	423	12	registrant	registrant	NOUN
cblr-1758	423	13	without	without	ADP
cblr-1758	423	14	a	a	DET
cblr-1758	423	15	specific	specific	ADJ
cblr-1758	423	16	congressional	congressional	ADJ
cblr-1758	423	17	directive	directive	NOUN
cblr-1758	423	18	to	to	PART
cblr-1758	423	19	do	do	AUX
cblr-1758	423	20	so	so	ADV
cblr-1758	423	21	.	.	PUNCT
cblr-1758	424	1	this	this	PRON
cblr-1758	424	2	is	be	AUX
cblr-1758	424	3	evident	evident	ADJ
cblr-1758	424	4	from	from	ADP
cblr-1758	424	5	the	the	DET
cblr-1758	424	6	fact	fact	NOUN
cblr-1758	424	7	that	that	SCONJ
cblr-1758	424	8	for	for	ADP
cblr-1758	424	9	every	every	DET
cblr-1758	424	10	category	category	NOUN
cblr-1758	424	11	for	for	ADP
cblr-1758	424	12	which	which	PRON
cblr-1758	424	13	there	there	PRON
cblr-1758	424	14	is	be	VERB
cblr-1758	424	15	compulsory	compulsory	ADJ
cblr-1758	424	16	registration	registration	NOUN
cblr-1758	424	17	,	,	PUNCT
cblr-1758	424	18	there	there	PRON
cblr-1758	424	19	is	be	VERB
cblr-1758	424	20	also	also	ADV
cblr-1758	424	21	a	a	DET
cblr-1758	424	22	specific	specific	ADJ
cblr-1758	424	23	provision	provision	NOUN
cblr-1758	424	24	in	in	ADP
cblr-1758	424	25	the	the	DET
cblr-1758	424	26	cea	cea	PROPN
cblr-1758	424	27	mandating	mandate	VERB
cblr-1758	424	28	that	that	DET
cblr-1758	424	29	result	result	NOUN
cblr-1758	424	30	.	.	PUNCT
cblr-1758	425	1	see	see	VERB
cblr-1758	425	2	cea	cea	PROPN
cblr-1758	425	3	§	§	PROPN
cblr-1758	425	4	§	§	PROPN
cblr-1758	425	5	4d	4d	NUM
cblr-1758	425	6	,	,	PUNCT
cblr-1758	425	7	4e	4e	NOUN
cblr-1758	425	8	,	,	PUNCT
cblr-1758	425	9	4f	4f	NUM
cblr-1758	425	10	,	,	PUNCT
cblr-1758	425	11	4k	4k	NOUN
cblr-1758	425	12	,	,	PUNCT
cblr-1758	425	13	4	4	NUM
cblr-1758	425	14	m	m	NOUN
cblr-1758	425	15	,	,	PUNCT
cblr-1758	425	16	4n	4n	NOUN
cblr-1758	425	17	,	,	PUNCT
cblr-1758	425	18	4s	4s	NUM
cblr-1758	425	19	,	,	PUNCT
cblr-1758	425	20	7	7	NUM
cblr-1758	425	21	u.s.c	u.s.c	NOUN
cblr-1758	425	22	.	.	PUNCT
cblr-1758	426	1	§	§	PROPN
cblr-1758	426	2	§	§	PROPN
cblr-1758	426	3	6d	6d	NUM
cblr-1758	426	4	,	,	PUNCT
cblr-1758	426	5	6e	6e	NOUN
cblr-1758	426	6	,	,	PUNCT
cblr-1758	426	7	6f	6f	NUM
cblr-1758	426	8	,	,	PUNCT
cblr-1758	426	9	6k	6k	NOUN
cblr-1758	426	10	,	,	PUNCT
cblr-1758	426	11	6	6	NUM
cblr-1758	426	12	m	m	NOUN
cblr-1758	426	13	,	,	PUNCT
cblr-1758	426	14	6n	6n	NOUN
cblr-1758	426	15	,	,	PUNCT
cblr-1758	426	16	6s	6s	NUM
cblr-1758	426	17	(	(	PUNCT
cblr-1758	426	18	2012	2012	NUM
cblr-1758	426	19	)	)	PUNCT
cblr-1758	426	20	.	.	PUNCT
cblr-1758	427	1	overall	overall	ADV
cblr-1758	427	2	,	,	PUNCT
cblr-1758	427	3	the	the	DET
cblr-1758	427	4	cftc	cftc	PROPN
cblr-1758	427	5	does	do	AUX
cblr-1758	427	6	have	have	VERB
cblr-1758	427	7	the	the	DET
cblr-1758	427	8	authority	authority	NOUN
cblr-1758	427	9	,	,	PUNCT
cblr-1758	427	10	however	however	ADV
cblr-1758	427	11	,	,	PUNCT
cblr-1758	427	12	to	to	PART
cblr-1758	427	13	promulgate	promulgate	VERB
cblr-1758	427	14	rules	rule	NOUN
cblr-1758	427	15	that	that	PRON
cblr-1758	427	16	amend	amend	VERB
cblr-1758	427	17	or	or	CCONJ
cblr-1758	427	18	qualify	qualify	VERB
cblr-1758	427	19	the	the	DET
cblr-1758	427	20	definitions	definition	NOUN
cblr-1758	427	21	of	of	ADP
cblr-1758	427	22	existing	exist	VERB
cblr-1758	427	23	intermediary	intermediary	ADJ
cblr-1758	427	24	categories	category	NOUN
cblr-1758	427	25	.	.	PUNCT
cblr-1758	428	1	see	see	VERB
cblr-1758	428	2	,	,	PUNCT
cblr-1758	428	3	e.g.	e.g.	ADV
cblr-1758	428	4	,	,	PUNCT
cblr-1758	428	5	cea	cea	PROPN
cblr-1758	428	6	§	§	PROPN
cblr-1758	428	7	1a(12)(d	1a(12)(d	PROPN
cblr-1758	428	8	)	)	PUNCT
cblr-1758	428	9	,	,	PUNCT
cblr-1758	428	10	7	7	NUM
cblr-1758	428	11	u.s.c	u.s.c	ADJ
cblr-1758	428	12	.	.	PUNCT
cblr-1758	429	1	§	§	PROPN
cblr-1758	429	2	1a(12)(d	1a(12)(d	PROPN
cblr-1758	429	3	)	)	PUNCT
cblr-1758	429	4	(	(	PUNCT
cblr-1758	429	5	2012	2012	NUM
cblr-1758	429	6	)	)	PUNCT
cblr-1758	429	7	.	.	PUNCT
cblr-1758	430	1	scopino	scopino	PROPN
cblr-1758	430	2	–	–	PUNCT
cblr-1758	431	1	final	final	ADJ
cblr-1758	431	2	466	466	NUM
cblr-1758	431	3	columbia	columbia	PROPN
cblr-1758	431	4	business	business	NOUN
cblr-1758	431	5	law	law	NOUN
cblr-1758	431	6	review	review	NOUN
cblr-1758	431	7	[	[	X
cblr-1758	431	8	vol	vol	NOUN
cblr-1758	431	9	.	.	NOUN
cblr-1758	431	10	2015	2015	NUM
cblr-1758	431	11	therefore	therefore	ADV
cblr-1758	431	12	not	not	PART
cblr-1758	431	13	,	,	PUNCT
cblr-1758	431	14	under	under	ADP
cblr-1758	431	15	the	the	DET
cblr-1758	431	16	current	current	ADJ
cblr-1758	431	17	definition	definition	NOUN
cblr-1758	431	18	,	,	PUNCT
cblr-1758	431	19	aps).94	aps).94	VERB
cblr-1758	431	20	likewise	likewise	ADV
cblr-1758	431	21	,	,	PUNCT
cblr-1758	431	22	in	in	ADP
cblr-1758	431	23	2008	2008	NUM
cblr-1758	431	24	,	,	PUNCT
cblr-1758	431	25	congress	congress	PROPN
cblr-1758	431	26	granted	grant	VERB
cblr-1758	431	27	the	the	DET
cblr-1758	431	28	cftc	cftc	PROPN
cblr-1758	431	29	expansive	expansive	ADJ
cblr-1758	431	30	authority	authority	NOUN
cblr-1758	431	31	over	over	ADP
cblr-1758	431	32	off	off	ADP
cblr-1758	431	33	-	-	PUNCT
cblr-1758	431	34	exchange	exchange	NOUN
cblr-1758	431	35	retail	retail	ADJ
cblr-1758	431	36	foreign	foreign	ADJ
cblr-1758	431	37	currency	currency	NOUN
cblr-1758	431	38	trading	trading	NOUN
cblr-1758	431	39	(	(	PUNCT
cblr-1758	431	40	and	and	CCONJ
cblr-1758	431	41	retail	retail	ADJ
cblr-1758	431	42	foreign	foreign	ADJ
cblr-1758	431	43	-	-	PUNCT
cblr-1758	431	44	exchange	exchange	NOUN
cblr-1758	431	45	dealers	dealer	NOUN
cblr-1758	431	46	)	)	PUNCT
cblr-1758	431	47	in	in	ADP
cblr-1758	431	48	response	response	NOUN
cblr-1758	431	49	to	to	ADP
cblr-1758	431	50	years	year	NOUN
cblr-1758	431	51	of	of	ADP
cblr-1758	431	52	pervasive	pervasive	ADJ
cblr-1758	431	53	fraud	fraud	NOUN
cblr-1758	431	54	in	in	ADP
cblr-1758	431	55	this	this	DET
cblr-1758	431	56	area.95	area.95	PROPN
cblr-1758	431	57	the	the	DET
cblr-1758	431	58	u.s	u.s	PROPN
cblr-1758	431	59	.	.	PROPN
cblr-1758	431	60	court	court	PROPN
cblr-1758	431	61	of	of	ADP
cblr-1758	431	62	appeals	appeal	NOUN
cblr-1758	431	63	for	for	ADP
cblr-1758	431	64	the	the	DET
cblr-1758	431	65	second	second	ADJ
cblr-1758	431	66	circuit	circuit	NOUN
cblr-1758	431	67	has	have	AUX
cblr-1758	431	68	observed	observe	VERB
cblr-1758	431	69	that	that	SCONJ
cblr-1758	431	70	“	"	PUNCT
cblr-1758	431	71	[	[	X
cblr-1758	431	72	r]egistration	r]egistration	X
cblr-1758	431	73	is	be	AUX
cblr-1758	431	74	the	the	DET
cblr-1758	431	75	kingpin	kingpin	NOUN
cblr-1758	431	76	in	in	ADP
cblr-1758	431	77	[	[	X
cblr-1758	431	78	the	the	DET
cblr-1758	431	79	cea	cea	PROPN
cblr-1758	431	80	’s	’s	PART
cblr-1758	431	81	]	]	PUNCT
cblr-1758	431	82	statutory	statutory	ADJ
cblr-1758	431	83	machinery	machinery	NOUN
cblr-1758	431	84	,	,	PUNCT
cblr-1758	431	85	giving	give	VERB
cblr-1758	431	86	the	the	DET
cblr-1758	431	87	[	[	X
cblr-1758	431	88	cftc	cftc	X
cblr-1758	431	89	]	]	X
cblr-1758	431	90	the	the	DET
cblr-1758	431	91	information	information	NOUN
cblr-1758	431	92	about	about	ADP
cblr-1758	431	93	participants	participant	NOUN
cblr-1758	431	94	in	in	ADP
cblr-1758	431	95	commodity	commodity	NOUN
cblr-1758	431	96	trading	trading	NOUN
cblr-1758	431	97	which	which	PRON
cblr-1758	431	98	it	it	PRON
cblr-1758	431	99	so	so	ADV
cblr-1758	431	100	vitally	vitally	ADV
cblr-1758	431	101	requires	require	VERB
cblr-1758	431	102	to	to	PART
cblr-1758	431	103	carry	carry	VERB
cblr-1758	431	104	out	out	ADP
cblr-1758	431	105	its	its	PRON
cblr-1758	431	106	other	other	ADJ
cblr-1758	431	107	statutory	statutory	ADJ
cblr-1758	431	108	functions	function	NOUN
cblr-1758	431	109	of	of	ADP
cblr-1758	431	110	monitoring	monitoring	NOUN
cblr-1758	431	111	and	and	CCONJ
cblr-1758	431	112	enforcing	enforce	VERB
cblr-1758	431	113	the	the	DET
cblr-1758	431	114	[	[	X
cblr-1758	431	115	cea].”96	cea].”96	NOUN
cblr-1758	431	116	accordingly	accordingly	ADV
cblr-1758	431	117	,	,	PUNCT
cblr-1758	431	118	courts	court	NOUN
cblr-1758	431	119	consider	consider	VERB
cblr-1758	431	120	“	"	PUNCT
cblr-1758	431	121	the	the	DET
cblr-1758	431	122	operation	operation	NOUN
cblr-1758	431	123	of	of	ADP
cblr-1758	431	124	unregistered	unregistered	ADJ
cblr-1758	431	125	commodity	commodity	NOUN
cblr-1758	431	126	businesses	business	NOUN
cblr-1758	431	127	to	to	PART
cblr-1758	431	128	be	be	AUX
cblr-1758	431	129	of	of	ADP
cblr-1758	431	130	the	the	DET
cblr-1758	431	131	most	most	ADV
cblr-1758	431	132	serious	serious	ADJ
cblr-1758	431	133	nature	nature	NOUN
cblr-1758	431	134	.	.	PUNCT
cblr-1758	432	1	”97	”97	NOUN
cblr-1758	432	2	the	the	DET
cblr-1758	432	3	registration	registration	NOUN
cblr-1758	432	4	requirement	requirement	NOUN
cblr-1758	432	5	has	have	AUX
cblr-1758	432	6	been	be	AUX
cblr-1758	432	7	read	read	VERB
cblr-1758	432	8	to	to	PART
cblr-1758	432	9	grant	grant	VERB
cblr-1758	432	10	the	the	DET
cblr-1758	432	11	cftc	cftc	PROPN
cblr-1758	432	12	authority	authority	NOUN
cblr-1758	432	13	and	and	CCONJ
cblr-1758	432	14	jurisdiction	jurisdiction	NOUN
cblr-1758	432	15	over	over	ADP
cblr-1758	432	16	all	all	DET
cblr-1758	432	17	persons	person	NOUN
cblr-1758	432	18	who	who	PRON
cblr-1758	432	19	register	register	VERB
cblr-1758	432	20	as	as	ADP
cblr-1758	432	21	intermediaries	intermediary	NOUN
cblr-1758	432	22	(	(	PUNCT
cblr-1758	432	23	even	even	ADV
cblr-1758	432	24	though	though	SCONJ
cblr-1758	432	25	the	the	DET
cblr-1758	432	26	registrant	registrant	NOUN
cblr-1758	432	27	might	might	AUX
cblr-1758	432	28	not	not	PART
cblr-1758	432	29	actually	actually	ADV
cblr-1758	432	30	have	have	AUX
cblr-1758	432	31	been	be	AUX
cblr-1758	432	32	obligated	obligate	VERB
cblr-1758	432	33	to	to	PART
cblr-1758	432	34	do	do	VERB
cblr-1758	432	35	so	so	ADV
cblr-1758	432	36	under	under	ADP
cblr-1758	432	37	the	the	DET
cblr-1758	432	38	cea)98	cea)98	NOUN
cblr-1758	432	39	and	and	CCONJ
cblr-1758	432	40	additionally	additionally	ADV
cblr-1758	432	41	,	,	PUNCT
cblr-1758	432	42	all	all	DET
cblr-1758	432	43	persons	person	NOUN
cblr-1758	432	44	who	who	PRON
cblr-1758	432	45	are	be	AUX
cblr-1758	432	46	required	require	VERB
cblr-1758	432	47	to	to	PART
cblr-1758	432	48	register	register	VERB
cblr-1758	432	49	under	under	ADP
cblr-1758	432	50	the	the	DET
cblr-1758	432	51	cea	cea	PROPN
cblr-1758	432	52	(	(	PUNCT
cblr-1758	432	53	even	even	ADV
cblr-1758	432	54	if	if	SCONJ
cblr-1758	432	55	they	they	PRON
cblr-1758	432	56	fail––or	fail––or	VERB
cblr-1758	432	57	refuse––to	refuse––to	PROPN
cblr-1758	432	58	do	do	AUX
cblr-1758	432	59	so).99	so).99	VERB
cblr-1758	432	60	the	the	DET
cblr-1758	432	61	cea	cea	PROPN
cblr-1758	432	62	prohibits	prohibit	VERB
cblr-1758	432	63	persons	person	NOUN
cblr-1758	432	64	from	from	ADP
cblr-1758	432	65	acting	act	VERB
cblr-1758	432	66	as	as	ADP
cblr-1758	432	67	regulated	regulate	VERB
cblr-1758	432	68	intermediaries	intermediary	NOUN
cblr-1758	432	69	94	94	NUM
cblr-1758	432	70	see	see	VERB
cblr-1758	432	71	don	don	PROPN
cblr-1758	432	72	l.	l.	PROPN
cblr-1758	432	73	horwitz	horwitz	PROPN
cblr-1758	432	74	&	&	CCONJ
cblr-1758	432	75	david	david	PROPN
cblr-1758	432	76	j.	j.	PROPN
cblr-1758	432	77	gilberg	gilberg	PROPN
cblr-1758	432	78	,	,	PUNCT
cblr-1758	432	79	introducing	introduce	VERB
cblr-1758	432	80	brokers	broker	NOUN
cblr-1758	432	81	under	under	ADP
cblr-1758	432	82	the	the	DET
cblr-1758	432	83	commodity	commodity	NOUN
cblr-1758	432	84	exchange	exchange	PROPN
cblr-1758	432	85	act	act	PROPN
cblr-1758	432	86	:	:	PUNCT
cblr-1758	432	87	a	a	DET
cblr-1758	432	88	new	new	ADJ
cblr-1758	432	89	category	category	NOUN
cblr-1758	432	90	of	of	ADP
cblr-1758	432	91	commodity	commodity	NOUN
cblr-1758	432	92	professionals	professional	NOUN
cblr-1758	432	93	,	,	PUNCT
cblr-1758	432	94	40	40	NUM
cblr-1758	432	95	wash	wash	NOUN
cblr-1758	432	96	.	.	PUNCT
cblr-1758	433	1	&	&	CCONJ
cblr-1758	433	2	lee	lee	PROPN
cblr-1758	433	3	l.	l.	PROPN
cblr-1758	433	4	rev	rev	PROPN
cblr-1758	433	5	.	.	PROPN
cblr-1758	433	6	907	907	NUM
cblr-1758	433	7	,	,	PUNCT
cblr-1758	433	8	908	908	NUM
cblr-1758	433	9	(	(	PUNCT
cblr-1758	433	10	1983	1983	NUM
cblr-1758	433	11	)	)	PUNCT
cblr-1758	433	12	.	.	PUNCT
cblr-1758	434	1	95	95	NUM
cblr-1758	434	2	see	see	VERB
cblr-1758	434	3	regulation	regulation	NOUN
cblr-1758	434	4	of	of	ADP
cblr-1758	434	5	off	off	ADP
cblr-1758	434	6	-	-	PUNCT
cblr-1758	434	7	exchange	exchange	NOUN
cblr-1758	434	8	retail	retail	ADJ
cblr-1758	434	9	foreign	foreign	ADJ
cblr-1758	434	10	exchange	exchange	NOUN
cblr-1758	434	11	transactions	transaction	NOUN
cblr-1758	434	12	and	and	CCONJ
cblr-1758	434	13	intermediaries	intermediary	NOUN
cblr-1758	434	14	,	,	PUNCT
cblr-1758	434	15	75	75	NUM
cblr-1758	434	16	fed	feed	VERB
cblr-1758	434	17	.	.	PUNCT
cblr-1758	435	1	reg	reg	PROPN
cblr-1758	435	2	.	.	PROPN
cblr-1758	436	1	55,410	55,410	NUM
cblr-1758	436	2	(	(	PUNCT
cblr-1758	436	3	sept	sept	PROPN
cblr-1758	436	4	.	.	PROPN
cblr-1758	436	5	10	10	NUM
cblr-1758	436	6	,	,	PUNCT
cblr-1758	436	7	2010	2010	NUM
cblr-1758	436	8	)	)	PUNCT
cblr-1758	436	9	(	(	PUNCT
cblr-1758	436	10	to	to	PART
cblr-1758	436	11	be	be	AUX
cblr-1758	436	12	codified	codify	VERB
cblr-1758	436	13	at	at	ADP
cblr-1758	436	14	17	17	NUM
cblr-1758	436	15	c.f.r	c.f.r	NOUN
cblr-1758	436	16	.	.	PUNCT
cblr-1758	437	1	pts	pts	PROPN
cblr-1758	437	2	.	.	PROPN
cblr-1758	437	3	1	1	NUM
cblr-1758	437	4	,	,	PUNCT
cblr-1758	437	5	3	3	NUM
cblr-1758	437	6	,	,	PUNCT
cblr-1758	437	7	4	4	NUM
cblr-1758	437	8	,	,	PUNCT
cblr-1758	437	9	5	5	NUM
cblr-1758	437	10	,	,	PUNCT
cblr-1758	437	11	10	10	NUM
cblr-1758	437	12	,	,	PUNCT
cblr-1758	437	13	140	140	NUM
cblr-1758	437	14	,	,	PUNCT
cblr-1758	437	15	145	145	NUM
cblr-1758	437	16	,	,	PUNCT
cblr-1758	437	17	147	147	NUM
cblr-1758	437	18	,	,	PUNCT
cblr-1758	437	19	160	160	NUM
cblr-1758	437	20	,	,	PUNCT
cblr-1758	437	21	166	166	NUM
cblr-1758	437	22	)	)	PUNCT
cblr-1758	437	23	;	;	PUNCT
cblr-1758	437	24	regulation	regulation	NOUN
cblr-1758	437	25	of	of	ADP
cblr-1758	437	26	off	off	ADP
cblr-1758	437	27	-	-	PUNCT
cblr-1758	437	28	exchange	exchange	NOUN
cblr-1758	437	29	retail	retail	ADJ
cblr-1758	437	30	foreign	foreign	ADJ
cblr-1758	437	31	exchange	exchange	NOUN
cblr-1758	437	32	transactions	transaction	NOUN
cblr-1758	437	33	and	and	CCONJ
cblr-1758	437	34	intermediaries	intermediary	NOUN
cblr-1758	437	35	,	,	PUNCT
cblr-1758	437	36	75	75	NUM
cblr-1758	437	37	fed	feed	VERB
cblr-1758	437	38	.	.	PUNCT
cblr-1758	438	1	reg	reg	PROPN
cblr-1758	438	2	.	.	PUNCT
cblr-1758	439	1	3282	3282	NUM
cblr-1758	439	2	(	(	PUNCT
cblr-1758	439	3	proposed	propose	VERB
cblr-1758	439	4	jan	jan	PROPN
cblr-1758	439	5	.	.	PROPN
cblr-1758	439	6	20	20	NUM
cblr-1758	439	7	,	,	PUNCT
cblr-1758	439	8	2010	2010	NUM
cblr-1758	439	9	)	)	PUNCT
cblr-1758	439	10	(	(	PUNCT
cblr-1758	439	11	to	to	PART
cblr-1758	439	12	be	be	AUX
cblr-1758	439	13	codified	codify	VERB
cblr-1758	439	14	at	at	ADP
cblr-1758	439	15	17	17	NUM
cblr-1758	439	16	c.f.r	c.f.r	NOUN
cblr-1758	439	17	.	.	PUNCT
cblr-1758	440	1	pts	pts	PROPN
cblr-1758	440	2	.	.	PROPN
cblr-1758	440	3	1	1	NUM
cblr-1758	440	4	,	,	PUNCT
cblr-1758	440	5	3	3	NUM
cblr-1758	440	6	,	,	PUNCT
cblr-1758	440	7	4	4	NUM
cblr-1758	440	8	,	,	PUNCT
cblr-1758	440	9	5	5	NUM
cblr-1758	440	10	,	,	PUNCT
cblr-1758	440	11	10	10	NUM
cblr-1758	440	12	,	,	PUNCT
cblr-1758	440	13	140	140	NUM
cblr-1758	440	14	,	,	PUNCT
cblr-1758	440	15	145	145	NUM
cblr-1758	440	16	,	,	PUNCT
cblr-1758	440	17	147	147	NUM
cblr-1758	440	18	,	,	PUNCT
cblr-1758	440	19	160	160	NUM
cblr-1758	440	20	,	,	PUNCT
cblr-1758	440	21	166	166	NUM
cblr-1758	440	22	)	)	PUNCT
cblr-1758	440	23	.	.	PUNCT
cblr-1758	441	1	96	96	NUM
cblr-1758	441	2	british	british	PROPN
cblr-1758	441	3	am	be	AUX
cblr-1758	441	4	.	.	PUNCT
cblr-1758	442	1	commodity	commodity	PROPN
cblr-1758	442	2	options	options	PROPN
cblr-1758	442	3	corp	corp	PROPN
cblr-1758	442	4	.	.	PROPN
cblr-1758	442	5	,	,	PUNCT
cblr-1758	442	6	560	560	NUM
cblr-1758	442	7	f.2d	f.2d	NOUN
cblr-1758	442	8	at	at	ADP
cblr-1758	442	9	139–40	139–40	NUM
cblr-1758	442	10	.	.	PUNCT
cblr-1758	443	1	97	97	NUM
cblr-1758	443	2	cftc	cftc	PROPN
cblr-1758	443	3	v.	v.	ADP
cblr-1758	443	4	heritage	heritage	PROPN
cblr-1758	443	5	capital	capital	PROPN
cblr-1758	443	6	advisory	advisory	ADJ
cblr-1758	443	7	servs	servs	NOUN
cblr-1758	443	8	.	.	PUNCT
cblr-1758	443	9	,	,	PUNCT
cblr-1758	443	10	ltd	ltd	PROPN
cblr-1758	443	11	.	.	PROPN
cblr-1758	443	12	,	,	PUNCT
cblr-1758	443	13	[	[	X
cblr-1758	443	14	1982	1982	NUM
cblr-1758	443	15	-	-	SYM
cblr-1758	443	16	1984	1984	NUM
cblr-1758	443	17	transfer	transfer	NOUN
cblr-1758	443	18	binder	binder	NOUN
cblr-1758	443	19	]	]	PUNCT
cblr-1758	443	20	comm	comm	NOUN
cblr-1758	443	21	.	.	PUNCT
cblr-1758	444	1	fut	fut	PROPN
cblr-1758	444	2	.	.	PUNCT
cblr-1758	445	1	l.	l.	PROPN
cblr-1758	445	2	rep	rep	PROPN
cblr-1758	445	3	.	.	PROPN
cblr-1758	445	4	(	(	PUNCT
cblr-1758	445	5	cch	cch	PROPN
cblr-1758	445	6	)	)	PUNCT
cblr-1758	445	7	¶	¶	NOUN
cblr-1758	445	8	21,627	21,627	NUM
cblr-1758	445	9	,	,	PUNCT
cblr-1758	445	10	at	at	ADP
cblr-1758	445	11	26,386	26,386	NUM
cblr-1758	445	12	(	(	PUNCT
cblr-1758	445	13	nov	nov	PROPN
cblr-1758	445	14	.	.	PROPN
cblr-1758	445	15	8	8	NUM
cblr-1758	445	16	,	,	PUNCT
cblr-1758	445	17	1982	1982	NUM
cblr-1758	445	18	)	)	PUNCT
cblr-1758	445	19	.	.	PUNCT
cblr-1758	446	1	see	see	VERB
cblr-1758	446	2	,	,	PUNCT
cblr-1758	446	3	e.g.	e.g.	ADV
cblr-1758	446	4	,	,	PUNCT
cblr-1758	446	5	british	british	PROPN
cblr-1758	446	6	am	be	AUX
cblr-1758	446	7	.	.	PUNCT
cblr-1758	447	1	commodity	commodity	PROPN
cblr-1758	447	2	options	options	PROPN
cblr-1758	447	3	corp	corp	PROPN
cblr-1758	447	4	.	.	PROPN
cblr-1758	447	5	,	,	PUNCT
cblr-1758	447	6	560	560	NUM
cblr-1758	447	7	f.2d	f.2d	NOUN
cblr-1758	447	8	at	at	ADP
cblr-1758	447	9	142	142	NUM
cblr-1758	447	10	(	(	PUNCT
cblr-1758	447	11	“	"	PUNCT
cblr-1758	447	12	congress	congress	PROPN
cblr-1758	447	13	.	.	PUNCT
cblr-1758	447	14	.	.	PUNCT
cblr-1758	448	1	.	.	PUNCT
cblr-1758	449	1	has	have	AUX
cblr-1758	449	2	made	make	VERB
cblr-1758	449	3	the	the	DET
cblr-1758	449	4	policy	policy	NOUN
cblr-1758	449	5	decision	decision	NOUN
cblr-1758	449	6	that	that	SCONJ
cblr-1758	449	7	the	the	DET
cblr-1758	449	8	conduct	conduct	NOUN
cblr-1758	449	9	of	of	ADP
cblr-1758	449	10	business	business	NOUN
cblr-1758	449	11	by	by	ADP
cblr-1758	449	12	unregistered	unregistered	ADJ
cblr-1758	449	13	[	[	X
cblr-1758	449	14	commodity	commodity	NOUN
cblr-1758	449	15	trading	trading	NOUN
cblr-1758	449	16	]	]	PUNCT
cblr-1758	449	17	advisors	advisor	NOUN
cblr-1758	449	18	is	be	AUX
cblr-1758	449	19	not	not	PART
cblr-1758	449	20	in	in	ADP
cblr-1758	449	21	the	the	DET
cblr-1758	449	22	public	public	ADJ
cblr-1758	449	23	interest	interest	NOUN
cblr-1758	449	24	.	.	PUNCT
cblr-1758	449	25	”	"	PUNCT
cblr-1758	449	26	)	)	PUNCT
cblr-1758	449	27	.	.	PUNCT
cblr-1758	450	1	98	98	NUM
cblr-1758	450	2	2	2	NUM
cblr-1758	450	3	johnson	johnson	PROPN
cblr-1758	450	4	&	&	CCONJ
cblr-1758	450	5	hazen	hazen	PROPN
cblr-1758	450	6	,	,	PUNCT
cblr-1758	450	7	supra	supra	PROPN
cblr-1758	450	8	note	note	NOUN
cblr-1758	450	9	47	47	NUM
cblr-1758	450	10	,	,	PUNCT
cblr-1758	450	11	§	§	PROPN
cblr-1758	450	12	3.02[1	3.02[1	NUM
cblr-1758	450	13	]	]	PUNCT
cblr-1758	450	14	&	&	CCONJ
cblr-1758	450	15	n.15	n.15	PROPN
cblr-1758	450	16	,	,	PUNCT
cblr-1758	450	17	at	at	ADP
cblr-1758	450	18	628	628	NUM
cblr-1758	450	19	.	.	PUNCT
cblr-1758	450	20	99	99	NUM
cblr-1758	451	1	i	i	PRON
cblr-1758	451	2	d.	d.	PROPN
cblr-1758	451	3	at	at	ADP
cblr-1758	451	4	§	§	PROPN
cblr-1758	451	5	3.02[1	3.02[1	PROPN
cblr-1758	451	6	]	]	PUNCT
cblr-1758	451	7	,	,	PUNCT
cblr-1758	451	8	at	at	ADP
cblr-1758	451	9	626	626	NUM
cblr-1758	451	10	.	.	PUNCT
cblr-1758	452	1	scopino	scopino	ADJ
cblr-1758	452	2	–	–	PUNCT
cblr-1758	452	3	final	final	ADJ
cblr-1758	452	4	no	no	NOUN
cblr-1758	452	5	.	.	PUNCT
cblr-1758	453	1	2:439	2:439	NUM
cblr-1758	453	2	]	]	X
cblr-1758	453	3	the	the	DET
cblr-1758	453	4	second	second	ADJ
cblr-1758	453	5	machine	machine	NOUN
cblr-1758	453	6	age	age	NOUN
cblr-1758	453	7	467	467	NUM
cblr-1758	453	8	until	until	SCONJ
cblr-1758	453	9	they	they	PRON
cblr-1758	453	10	have	have	AUX
cblr-1758	453	11	registered	register	VERB
cblr-1758	453	12	with	with	ADP
cblr-1758	453	13	the	the	DET
cblr-1758	453	14	cftc.100	cftc.100	PROPN
cblr-1758	453	15	as	as	ADP
cblr-1758	453	16	such	such	ADJ
cblr-1758	453	17	,	,	PUNCT
cblr-1758	453	18	nondisclosure	nondisclosure	NOUN
cblr-1758	453	19	of	of	ADP
cblr-1758	453	20	one	one	NUM
cblr-1758	453	21	’s	’s	PART
cblr-1758	453	22	status	status	NOUN
cblr-1758	453	23	as	as	ADP
cblr-1758	453	24	an	an	DET
cblr-1758	453	25	illegal	illegal	ADJ
cblr-1758	453	26	,	,	PUNCT
cblr-1758	453	27	unregistered	unregistered	ADJ
cblr-1758	453	28	intermediary	intermediary	NOUN
cblr-1758	453	29	constitutes	constitute	VERB
cblr-1758	453	30	a	a	DET
cblr-1758	453	31	material	material	NOUN
cblr-1758	453	32	misrepresentation.101	misrepresentation.101	NOUN
cblr-1758	453	33	the	the	DET
cblr-1758	453	34	registration	registration	NOUN
cblr-1758	453	35	requirements	requirement	NOUN
cblr-1758	453	36	also	also	ADV
cblr-1758	453	37	play	play	VERB
cblr-1758	453	38	an	an	DET
cblr-1758	453	39	important	important	ADJ
cblr-1758	453	40	role	role	NOUN
cblr-1758	453	41	in	in	ADP
cblr-1758	453	42	governing	govern	VERB
cblr-1758	453	43	the	the	DET
cblr-1758	453	44	gatekeepers	gatekeeper	NOUN
cblr-1758	453	45	to	to	ADP
cblr-1758	453	46	these	these	DET
cblr-1758	453	47	markets	market	NOUN
cblr-1758	453	48	.	.	PUNCT
cblr-1758	454	1	generally	generally	ADV
cblr-1758	454	2	speaking	speak	VERB
cblr-1758	454	3	,	,	PUNCT
cblr-1758	454	4	to	to	PART
cblr-1758	454	5	place	place	VERB
cblr-1758	454	6	trades	trade	NOUN
cblr-1758	454	7	in	in	ADP
cblr-1758	454	8	the	the	DET
cblr-1758	454	9	futures	future	NOUN
cblr-1758	454	10	and	and	CCONJ
cblr-1758	454	11	derivatives	derivative	NOUN
cblr-1758	454	12	markets	market	NOUN
cblr-1758	454	13	,	,	PUNCT
cblr-1758	454	14	a	a	DET
cblr-1758	454	15	person	person	NOUN
cblr-1758	454	16	must	must	AUX
cblr-1758	454	17	either	either	CCONJ
cblr-1758	454	18	have	have	VERB
cblr-1758	454	19	access	access	NOUN
cblr-1758	454	20	to	to	ADP
cblr-1758	454	21	those	those	DET
cblr-1758	454	22	markets	market	NOUN
cblr-1758	454	23	through	through	ADP
cblr-1758	454	24	a	a	DET
cblr-1758	454	25	cftc	cftc	PROPN
cblr-1758	454	26	registrant	registrant	VERB
cblr-1758	454	27	or	or	CCONJ
cblr-1758	454	28	be	be	AUX
cblr-1758	454	29	one.102	one.102	ADV
cblr-1758	454	30	under	under	ADP
cblr-1758	454	31	the	the	DET
cblr-1758	454	32	cea	cea	PROPN
cblr-1758	454	33	,	,	PUNCT
cblr-1758	454	34	most	most	ADJ
cblr-1758	454	35	trading	trading	NOUN
cblr-1758	454	36	in	in	ADP
cblr-1758	454	37	futures	future	NOUN
cblr-1758	454	38	contracts	contract	NOUN
cblr-1758	454	39	must	must	AUX
cblr-1758	454	40	take	take	VERB
cblr-1758	454	41	place	place	NOUN
cblr-1758	454	42	on	on	ADP
cblr-1758	454	43	cftcregulated	cftcregulate	VERB
cblr-1758	454	44	exchanges	exchange	NOUN
cblr-1758	454	45	,	,	PUNCT
cblr-1758	454	46	which	which	PRON
cblr-1758	454	47	are	be	AUX
cblr-1758	454	48	called	call	VERB
cblr-1758	454	49	designated	designate	VERB
cblr-1758	454	50	contract	contract	NOUN
cblr-1758	454	51	markets	market	NOUN
cblr-1758	454	52	(	(	PUNCT
cblr-1758	454	53	“	"	PUNCT
cblr-1758	454	54	dcms”).103	dcms”).103	X
cblr-1758	454	55	with	with	ADP
cblr-1758	454	56	few	few	ADJ
cblr-1758	454	57	exceptions	exception	NOUN
cblr-1758	454	58	,	,	PUNCT
cblr-1758	454	59	only	only	ADV
cblr-1758	454	60	a	a	DET
cblr-1758	454	61	member	member	NOUN
cblr-1758	454	62	of	of	ADP
cblr-1758	454	63	a	a	DET
cblr-1758	454	64	dcm	dcm	NOUN
cblr-1758	454	65	can	can	AUX
cblr-1758	454	66	actually	actually	ADV
cblr-1758	454	67	place	place	VERB
cblr-1758	454	68	trades	trade	NOUN
cblr-1758	454	69	on	on	ADP
cblr-1758	454	70	that	that	DET
cblr-1758	454	71	dcm	dcm	PROPN
cblr-1758	454	72	,	,	PUNCT
cblr-1758	454	73	which	which	PRON
cblr-1758	454	74	means	mean	VERB
cblr-1758	454	75	that	that	SCONJ
cblr-1758	454	76	,	,	PUNCT
cblr-1758	454	77	as	as	ADP
cblr-1758	454	78	a	a	DET
cblr-1758	454	79	practical	practical	ADJ
cblr-1758	454	80	matter	matter	NOUN
cblr-1758	454	81	,	,	PUNCT
cblr-1758	454	82	most	most	ADJ
cblr-1758	454	83	persons	person	NOUN
cblr-1758	454	84	place	place	NOUN
cblr-1758	454	85	trades	trade	VERB
cblr-1758	454	86	on	on	ADP
cblr-1758	454	87	dcms	dcms	NOUN
cblr-1758	454	88	through	through	ADP
cblr-1758	454	89	futures	future	NOUN
cblr-1758	454	90	brokers	broker	NOUN
cblr-1758	454	91	(	(	PUNCT
cblr-1758	454	92	i.e.	i.e.	X
cblr-1758	454	93	,	,	PUNCT
cblr-1758	454	94	fcms	fcms	NOUN
cblr-1758	454	95	)	)	PUNCT
cblr-1758	454	96	that	that	PRON
cblr-1758	454	97	are	be	AUX
cblr-1758	454	98	members	member	NOUN
cblr-1758	454	99	of	of	ADP
cblr-1758	454	100	dcms.104	dcms.104	PROPN
cblr-1758	454	101	the	the	DET
cblr-1758	454	102	exchange	exchange	NOUN
cblr-1758	454	103	-	-	PUNCT
cblr-1758	454	104	trading	trading	NOUN
cblr-1758	454	105	requirement	requirement	NOUN
cblr-1758	454	106	dates	date	VERB
cblr-1758	454	107	back	back	ADV
cblr-1758	454	108	to	to	ADP
cblr-1758	454	109	the	the	DET
cblr-1758	454	110	beginning	beginning	NOUN
cblr-1758	454	111	of	of	ADP
cblr-1758	454	112	federal	federal	ADJ
cblr-1758	454	113	regulation	regulation	NOUN
cblr-1758	454	114	of	of	ADP
cblr-1758	454	115	futures	future	NOUN
cblr-1758	454	116	trading	trading	NOUN
cblr-1758	454	117	with	with	ADP
cblr-1758	454	118	the	the	DET
cblr-1758	454	119	grain	grain	NOUN
cblr-1758	454	120	futures	future	NOUN
cblr-1758	454	121	act	act	NOUN
cblr-1758	454	122	of	of	ADP
cblr-1758	454	123	1922.105	1922.105	PROPN
cblr-1758	454	124	the	the	DET
cblr-1758	454	125	belief	belief	NOUN
cblr-1758	454	126	was	be	AUX
cblr-1758	454	127	that	that	SCONJ
cblr-1758	454	128	moving	move	VERB
cblr-1758	454	129	all	all	DET
cblr-1758	454	130	trading	trade	VERB
cblr-1758	454	131	onto	onto	ADP
cblr-1758	454	132	federally	federally	ADV
cblr-1758	454	133	regulated	regulate	VERB
cblr-1758	454	134	futures	future	NOUN
cblr-1758	454	135	exchanges	exchange	NOUN
cblr-1758	454	136	would	would	AUX
cblr-1758	454	137	help	help	VERB
cblr-1758	454	138	prevent	prevent	VERB
cblr-1758	454	139	market	market	NOUN
cblr-1758	454	140	manipulation	manipulation	NOUN
cblr-1758	454	141	schemes	scheme	NOUN
cblr-1758	454	142	100	100	NUM
cblr-1758	454	143	see	see	VERB
cblr-1758	454	144	,	,	PUNCT
cblr-1758	454	145	e.g.	e.g.	ADV
cblr-1758	454	146	,	,	PUNCT
cblr-1758	454	147	cea	cea	PROPN
cblr-1758	454	148	§	§	PROPN
cblr-1758	454	149	4m(1	4m(1	NUM
cblr-1758	454	150	)	)	PUNCT
cblr-1758	454	151	,	,	PUNCT
cblr-1758	454	152	7	7	NUM
cblr-1758	454	153	u.s.c	u.s.c	ADJ
cblr-1758	454	154	.	.	PUNCT
cblr-1758	455	1	§	§	PROPN
cblr-1758	455	2	6m(1	6m(1	PROPN
cblr-1758	455	3	)	)	PUNCT
cblr-1758	455	4	(	(	PUNCT
cblr-1758	455	5	2012	2012	NUM
cblr-1758	455	6	)	)	PUNCT
cblr-1758	455	7	;	;	PUNCT
cblr-1758	455	8	2	2	NUM
cblr-1758	455	9	johnson	johnson	PROPN
cblr-1758	455	10	&	&	CCONJ
cblr-1758	455	11	hazen	hazen	PROPN
cblr-1758	455	12	,	,	PUNCT
cblr-1758	455	13	supra	supra	PROPN
cblr-1758	455	14	note	note	NOUN
cblr-1758	455	15	47	47	NUM
cblr-1758	455	16	,	,	PUNCT
cblr-1758	455	17	§	§	PROPN
cblr-1758	455	18	3.02[14	3.02[14	NUM
cblr-1758	455	19	]	]	PUNCT
cblr-1758	455	20	,	,	PUNCT
cblr-1758	455	21	at	at	ADP
cblr-1758	455	22	650	650	NUM
cblr-1758	455	23	.	.	PUNCT
cblr-1758	456	1	101	101	NUM
cblr-1758	456	2	see	see	VERB
cblr-1758	456	3	stern	stern	PROPN
cblr-1758	456	4	v.	v.	ADP
cblr-1758	456	5	g.h	g.h	PROPN
cblr-1758	456	6	.	.	PROPN
cblr-1758	456	7	miller	miller	PROPN
cblr-1758	456	8	&	&	CCONJ
cblr-1758	456	9	co.	co.	PROPN
cblr-1758	456	10	,	,	PUNCT
cblr-1758	456	11	[	[	X
cblr-1758	456	12	1992	1992	NUM
cblr-1758	456	13	-	-	SYM
cblr-1758	456	14	1994	1994	NUM
cblr-1758	456	15	transfer	transfer	NOUN
cblr-1758	456	16	binder	binder	NOUN
cblr-1758	456	17	]	]	PUNCT
cblr-1758	456	18	comm	comm	NOUN
cblr-1758	456	19	.	.	PUNCT
cblr-1758	457	1	fut	fut	PROPN
cblr-1758	457	2	.	.	PUNCT
cblr-1758	458	1	l.	l.	PROPN
cblr-1758	458	2	rep	rep	PROPN
cblr-1758	458	3	.	.	PROPN
cblr-1758	458	4	(	(	PUNCT
cblr-1758	458	5	cch	cch	PROPN
cblr-1758	458	6	)	)	PUNCT
cblr-1758	458	7	¶	¶	NOUN
cblr-1758	458	8	24,947	24,947	NUM
cblr-1758	458	9	(	(	PUNCT
cblr-1758	458	10	oct	oct	PROPN
cblr-1758	458	11	.	.	PROPN
cblr-1758	458	12	31	31	NUM
cblr-1758	458	13	,	,	PUNCT
cblr-1758	458	14	1990	1990	NUM
cblr-1758	458	15	)	)	PUNCT
cblr-1758	458	16	;	;	PUNCT
cblr-1758	458	17	but	but	CCONJ
cblr-1758	458	18	see	see	VERB
cblr-1758	458	19	2	2	NUM
cblr-1758	458	20	johnson	johnson	PROPN
cblr-1758	458	21	&	&	CCONJ
cblr-1758	458	22	hazen	hazen	PROPN
cblr-1758	458	23	,	,	PUNCT
cblr-1758	458	24	supra	supra	PROPN
cblr-1758	458	25	note	note	NOUN
cblr-1758	458	26	47	47	NUM
cblr-1758	458	27	,	,	PUNCT
cblr-1758	458	28	§	§	PROPN
cblr-1758	458	29	3.02[1	3.02[1	NUM
cblr-1758	458	30	]	]	PUNCT
cblr-1758	458	31	,	,	PUNCT
cblr-1758	458	32	at	at	ADP
cblr-1758	458	33	628	628	NUM
cblr-1758	458	34	(	(	PUNCT
cblr-1758	458	35	noting	note	VERB
cblr-1758	458	36	that	that	SCONJ
cblr-1758	458	37	“	"	PUNCT
cblr-1758	458	38	a	a	DET
cblr-1758	458	39	failure	failure	NOUN
cblr-1758	458	40	to	to	PART
cblr-1758	458	41	register	register	VERB
cblr-1758	458	42	does	do	AUX
cblr-1758	458	43	not	not	PART
cblr-1758	458	44	,	,	PUNCT
cblr-1758	458	45	standing	stand	VERB
cblr-1758	458	46	alone	alone	ADV
cblr-1758	458	47	,	,	PUNCT
cblr-1758	458	48	create	create	VERB
cblr-1758	458	49	an	an	DET
cblr-1758	458	50	implied	imply	VERB
cblr-1758	458	51	private	private	ADJ
cblr-1758	458	52	right	right	NOUN
cblr-1758	458	53	of	of	ADP
cblr-1758	458	54	private	private	ADJ
cblr-1758	458	55	action	action	NOUN
cblr-1758	458	56	”	"	PUNCT
cblr-1758	458	57	)	)	PUNCT
cblr-1758	458	58	.	.	PUNCT
cblr-1758	459	1	102	102	NUM
cblr-1758	459	2	an	an	DET
cblr-1758	459	3	exception	exception	NOUN
cblr-1758	459	4	to	to	ADP
cblr-1758	459	5	this	this	PRON
cblr-1758	459	6	exists	exist	VERB
cblr-1758	459	7	in	in	ADP
cblr-1758	459	8	regards	regard	NOUN
cblr-1758	459	9	to	to	ADP
cblr-1758	459	10	a	a	DET
cblr-1758	459	11	few	few	ADJ
cblr-1758	459	12	large	large	ADJ
cblr-1758	459	13	,	,	PUNCT
cblr-1758	459	14	multinational	multinational	ADJ
cblr-1758	459	15	firms	firm	NOUN
cblr-1758	459	16	that	that	PRON
cblr-1758	459	17	are	be	AUX
cblr-1758	459	18	members	member	NOUN
cblr-1758	459	19	of	of	ADP
cblr-1758	459	20	futures	future	NOUN
cblr-1758	459	21	exchanges	exchange	NOUN
cblr-1758	459	22	and	and	CCONJ
cblr-1758	459	23	clearinghouses	clearinghouse	NOUN
cblr-1758	459	24	but	but	CCONJ
cblr-1758	459	25	that	that	SCONJ
cblr-1758	459	26	trade	trade	NOUN
cblr-1758	459	27	derivatives	derivative	NOUN
cblr-1758	459	28	only	only	ADV
cblr-1758	459	29	for	for	ADP
cblr-1758	459	30	themselves	themselves	PRON
cblr-1758	459	31	.	.	PUNCT
cblr-1758	460	1	as	as	ADP
cblr-1758	460	2	a	a	DET
cblr-1758	460	3	result	result	NOUN
cblr-1758	460	4	,	,	PUNCT
cblr-1758	460	5	these	these	DET
cblr-1758	460	6	firms	firm	NOUN
cblr-1758	460	7	are	be	AUX
cblr-1758	460	8	not	not	PART
cblr-1758	460	9	intermediaries	intermediary	NOUN
cblr-1758	460	10	themselves	themselves	PRON
cblr-1758	460	11	and	and	CCONJ
cblr-1758	460	12	do	do	AUX
cblr-1758	460	13	not	not	PART
cblr-1758	460	14	need	need	VERB
cblr-1758	460	15	to	to	PART
cblr-1758	460	16	go	go	VERB
cblr-1758	460	17	through	through	ADP
cblr-1758	460	18	intermediaries	intermediary	NOUN
cblr-1758	460	19	to	to	AUX
cblr-1758	460	20	trade	trade	NOUN
cblr-1758	460	21	derivatives	derivative	NOUN
cblr-1758	460	22	.	.	PUNCT
cblr-1758	461	1	for	for	ADP
cblr-1758	461	2	example	example	NOUN
cblr-1758	461	3	,	,	PUNCT
cblr-1758	461	4	to	to	PART
cblr-1758	461	5	become	become	VERB
cblr-1758	461	6	a	a	DET
cblr-1758	461	7	member	member	NOUN
cblr-1758	461	8	of	of	ADP
cblr-1758	461	9	one	one	NUM
cblr-1758	461	10	of	of	ADP
cblr-1758	461	11	the	the	DET
cblr-1758	461	12	exchanges	exchange	NOUN
cblr-1758	461	13	owned	own	VERB
cblr-1758	461	14	by	by	ADP
cblr-1758	461	15	cme	cme	PROPN
cblr-1758	461	16	group	group	NOUN
cblr-1758	461	17	,	,	PUNCT
cblr-1758	461	18	and	and	CCONJ
cblr-1758	461	19	thereby	thereby	ADV
cblr-1758	461	20	have	have	VERB
cblr-1758	461	21	trading	trading	NOUN
cblr-1758	461	22	privileges	privilege	NOUN
cblr-1758	461	23	on	on	ADP
cblr-1758	461	24	that	that	DET
cblr-1758	461	25	exchange	exchange	NOUN
cblr-1758	461	26	,	,	PUNCT
cblr-1758	461	27	one	one	PRON
cblr-1758	461	28	needs	need	VERB
cblr-1758	461	29	to	to	PART
cblr-1758	461	30	meet	meet	VERB
cblr-1758	461	31	all	all	PRON
cblr-1758	461	32	of	of	ADP
cblr-1758	461	33	the	the	DET
cblr-1758	461	34	membership	membership	NOUN
cblr-1758	461	35	requirements	requirement	NOUN
cblr-1758	461	36	,	,	PUNCT
cblr-1758	461	37	which	which	PRON
cblr-1758	461	38	do	do	AUX
cblr-1758	461	39	not	not	PART
cblr-1758	461	40	necessarily	necessarily	ADV
cblr-1758	461	41	require	require	VERB
cblr-1758	461	42	that	that	SCONJ
cblr-1758	461	43	the	the	DET
cblr-1758	461	44	prospective	prospective	ADJ
cblr-1758	461	45	member	member	NOUN
cblr-1758	461	46	register	register	VERB
cblr-1758	461	47	with	with	ADP
cblr-1758	461	48	the	the	DET
cblr-1758	461	49	cftc	cftc	PROPN
cblr-1758	461	50	.	.	PUNCT
cblr-1758	462	1	see	see	VERB
cblr-1758	462	2	becoming	become	VERB
cblr-1758	462	3	a	a	DET
cblr-1758	462	4	member	member	NOUN
cblr-1758	462	5	,	,	PUNCT
cblr-1758	462	6	cme	cme	PROPN
cblr-1758	462	7	group	group	NOUN
cblr-1758	462	8	,	,	PUNCT
cblr-1758	462	9	http://www.cmegroup.com/company/membership/becoming-amember.html	http://www.cmegroup.com/company/membership/becoming-amember.html	PROPN
cblr-1758	462	10	,	,	PUNCT
cblr-1758	462	11	archived	archive	VERB
cblr-1758	462	12	at	at	ADP
cblr-1758	462	13	http://perma.cc/tcn7-bnhg	http://perma.cc/tcn7-bnhg	PROPN
cblr-1758	462	14	.	.	PROPN
cblr-1758	462	15	103	103	NUM
cblr-1758	462	16	scopino	scopino	NOUN
cblr-1758	462	17	,	,	PUNCT
cblr-1758	462	18	do	do	VERB
cblr-1758	462	19	atss	atss	DET
cblr-1758	462	20	dream	dream	NOUN
cblr-1758	462	21	?	?	PUNCT
cblr-1758	462	22	,	,	PUNCT
cblr-1758	462	23	supra	supra	PROPN
cblr-1758	462	24	note	note	PROPN
cblr-1758	462	25	19	19	NUM
cblr-1758	462	26	,	,	PUNCT
cblr-1758	462	27	at	at	ADP
cblr-1758	462	28	238	238	NUM
cblr-1758	462	29	.	.	PUNCT
cblr-1758	463	1	104	104	NUM
cblr-1758	463	2	1	1	NUM
cblr-1758	463	3	johnson	johnson	PROPN
cblr-1758	463	4	&	&	CCONJ
cblr-1758	463	5	hazen	hazen	PROPN
cblr-1758	463	6	,	,	PUNCT
cblr-1758	463	7	supra	supra	PROPN
cblr-1758	463	8	note	note	NOUN
cblr-1758	463	9	47	47	NUM
cblr-1758	463	10	,	,	PUNCT
cblr-1758	463	11	§	§	PROPN
cblr-1758	463	12	1.06[1	1.06[1	NUM
cblr-1758	463	13	]	]	PUNCT
cblr-1758	463	14	,	,	PUNCT
cblr-1758	463	15	at	at	ADP
cblr-1758	463	16	195	195	NUM
cblr-1758	463	17	.	.	NOUN
cblr-1758	463	18	105	105	NUM
cblr-1758	463	19	2	2	NUM
cblr-1758	463	20	johnson	johnson	PROPN
cblr-1758	463	21	&	&	CCONJ
cblr-1758	463	22	hazen	hazen	PROPN
cblr-1758	463	23	,	,	PUNCT
cblr-1758	463	24	supra	supra	PROPN
cblr-1758	463	25	note	note	NOUN
cblr-1758	463	26	47	47	NUM
cblr-1758	463	27	,	,	PUNCT
cblr-1758	463	28	§	§	PROPN
cblr-1758	463	29	3.02[1	3.02[1	NUM
cblr-1758	463	30	]	]	X
cblr-1758	463	31	,	,	PUNCT
cblr-1758	463	32	at	at	ADP
cblr-1758	463	33	626	626	NUM
cblr-1758	463	34	.	.	PUNCT
cblr-1758	464	1	scopino	scopino	ADJ
cblr-1758	464	2	–	–	PUNCT
cblr-1758	464	3	final	final	ADJ
cblr-1758	464	4	468	468	NUM
cblr-1758	464	5	columbia	columbia	PROPN
cblr-1758	464	6	business	business	NOUN
cblr-1758	464	7	law	law	PROPN
cblr-1758	464	8	review	review	NOUN
cblr-1758	465	1	[	[	X
cblr-1758	465	2	vol	vol	NOUN
cblr-1758	465	3	.	.	NOUN
cblr-1758	465	4	2015	2015	NUM
cblr-1758	465	5	and	and	CCONJ
cblr-1758	465	6	other	other	ADJ
cblr-1758	465	7	improper	improper	ADJ
cblr-1758	465	8	practices	practice	NOUN
cblr-1758	465	9	because	because	SCONJ
cblr-1758	465	10	the	the	DET
cblr-1758	465	11	dcms	dcms	NOUN
cblr-1758	465	12	,	,	PUNCT
cblr-1758	465	13	in	in	ADP
cblr-1758	465	14	their	their	PRON
cblr-1758	465	15	role	role	NOUN
cblr-1758	465	16	as	as	ADP
cblr-1758	465	17	sros	sros	PROPN
cblr-1758	465	18	,	,	PUNCT
cblr-1758	465	19	would	would	AUX
cblr-1758	465	20	police	police	VERB
cblr-1758	465	21	their	their	PRON
cblr-1758	465	22	own	own	ADJ
cblr-1758	465	23	markets	market	NOUN
cblr-1758	465	24	for	for	ADP
cblr-1758	465	25	wrongdoing.106	wrongdoing.106	PROPN
cblr-1758	465	26	section	section	NOUN
cblr-1758	465	27	5	5	NUM
cblr-1758	465	28	of	of	ADP
cblr-1758	465	29	the	the	DET
cblr-1758	465	30	cea	cea	PROPN
cblr-1758	465	31	describes	describe	VERB
cblr-1758	465	32	the	the	DET
cblr-1758	465	33	regulatory	regulatory	ADJ
cblr-1758	465	34	obligations	obligation	NOUN
cblr-1758	465	35	of	of	ADP
cblr-1758	465	36	exchanges	exchange	NOUN
cblr-1758	465	37	—	—	PUNCT
cblr-1758	465	38	in	in	ADP
cblr-1758	465	39	the	the	DET
cblr-1758	465	40	form	form	NOUN
cblr-1758	465	41	of	of	ADP
cblr-1758	465	42	twenty	twenty	NUM
cblr-1758	465	43	-	-	PUNCT
cblr-1758	465	44	three	three	NUM
cblr-1758	465	45	“	"	PUNCT
cblr-1758	465	46	core	core	ADJ
cblr-1758	465	47	principles	principle	NOUN
cblr-1758	465	48	”	"	PUNCT
cblr-1758	465	49	—	—	PUNCT
cblr-1758	465	50	both	both	PRON
cblr-1758	465	51	initially	initially	ADV
cblr-1758	465	52	upon	upon	SCONJ
cblr-1758	465	53	receiving	receive	VERB
cblr-1758	465	54	a	a	DET
cblr-1758	465	55	designation	designation	NOUN
cblr-1758	465	56	as	as	ADP
cblr-1758	465	57	a	a	DET
cblr-1758	465	58	contract	contract	NOUN
cblr-1758	465	59	market	market	NOUN
cblr-1758	465	60	and	and	CCONJ
cblr-1758	465	61	on	on	ADP
cblr-1758	465	62	an	an	DET
cblr-1758	465	63	ongoing	ongoing	ADJ
cblr-1758	465	64	basis	basis	NOUN
cblr-1758	465	65	thereafter.107	thereafter.107	NOUN
cblr-1758	465	66	for	for	ADP
cblr-1758	465	67	example	example	NOUN
cblr-1758	465	68	,	,	PUNCT
cblr-1758	465	69	core	core	NOUN
cblr-1758	465	70	principle	principle	NOUN
cblr-1758	465	71	4	4	NUM
cblr-1758	465	72	for	for	ADP
cblr-1758	465	73	dcms	dcms	NOUN
cblr-1758	465	74	states	state	NOUN
cblr-1758	465	75	that	that	SCONJ
cblr-1758	465	76	exchanges	exchange	NOUN
cblr-1758	465	77	must	must	AUX
cblr-1758	465	78	“	"	PUNCT
cblr-1758	465	79	have	have	VERB
cblr-1758	465	80	the	the	DET
cblr-1758	465	81	capacity	capacity	NOUN
cblr-1758	465	82	and	and	CCONJ
cblr-1758	465	83	responsibility	responsibility	NOUN
cblr-1758	465	84	to	to	PART
cblr-1758	465	85	prevent	prevent	VERB
cblr-1758	465	86	manipulation	manipulation	NOUN
cblr-1758	465	87	[	[	X
cblr-1758	465	88	and	and	CCONJ
cblr-1758	465	89	]	]	PUNCT
cblr-1758	465	90	price	price	NOUN
cblr-1758	465	91	distortion	distortion	NOUN
cblr-1758	465	92	.	.	PUNCT
cblr-1758	465	93	.	.	PUNCT
cblr-1758	466	1	.	.	PUNCT
cblr-1758	467	1	through	through	ADP
cblr-1758	467	2	market	market	NOUN
cblr-1758	467	3	surveillance	surveillance	NOUN
cblr-1758	467	4	,	,	PUNCT
cblr-1758	467	5	compliance	compliance	NOUN
cblr-1758	467	6	,	,	PUNCT
cblr-1758	467	7	and	and	CCONJ
cblr-1758	467	8	enforcement	enforcement	NOUN
cblr-1758	467	9	practices	practice	NOUN
cblr-1758	467	10	and	and	CCONJ
cblr-1758	467	11	procedures	procedure	NOUN
cblr-1758	467	12	.	.	PUNCT
cblr-1758	467	13	”108	”108	NOUN
cblr-1758	467	14	further	far	ADV
cblr-1758	467	15	,	,	PUNCT
cblr-1758	467	16	dcms	dcms	NOUN
cblr-1758	467	17	themselves	themselves	PRON
cblr-1758	467	18	adopt	adopt	VERB
cblr-1758	467	19	rules	rule	NOUN
cblr-1758	467	20	requiring	require	VERB
cblr-1758	467	21	their	their	PRON
cblr-1758	467	22	members	member	NOUN
cblr-1758	467	23	to	to	PART
cblr-1758	467	24	comply	comply	VERB
cblr-1758	467	25	with	with	ADP
cblr-1758	467	26	the	the	DET
cblr-1758	467	27	core	core	ADJ
cblr-1758	467	28	principles	principle	NOUN
cblr-1758	467	29	and	and	CCONJ
cblr-1758	467	30	cftc	cftc	PROPN
cblr-1758	467	31	regulations.109	regulations.109	VERB
cblr-1758	467	32	b.	b.	PROPN
cblr-1758	467	33	background	background	PROPN
cblr-1758	467	34	fitness	fitness	PROPN
cblr-1758	467	35	screening	screening	PROPN
cblr-1758	467	36	:	:	PUNCT
cblr-1758	467	37	the	the	DET
cblr-1758	467	38	statutory	statutory	ADJ
cblr-1758	467	39	disqualification	disqualification	NOUN
cblr-1758	467	40	framework	framework	NOUN
cblr-1758	467	41	as	as	SCONJ
cblr-1758	467	42	mentioned	mention	VERB
cblr-1758	467	43	previously	previously	ADV
cblr-1758	467	44	,	,	PUNCT
cblr-1758	467	45	“	"	PUNCT
cblr-1758	467	46	[	[	X
cblr-1758	467	47	o]ne	o]ne	NOUN
cblr-1758	467	48	of	of	ADP
cblr-1758	467	49	the	the	DET
cblr-1758	467	50	central	central	ADJ
cblr-1758	467	51	objectives	objective	NOUN
cblr-1758	467	52	of	of	ADP
cblr-1758	467	53	registration	registration	NOUN
cblr-1758	467	54	is	be	AUX
cblr-1758	467	55	to	to	PART
cblr-1758	467	56	insure	insure	VERB
cblr-1758	467	57	,	,	PUNCT
cblr-1758	467	58	to	to	ADP
cblr-1758	467	59	the	the	DET
cblr-1758	467	60	extent	extent	NOUN
cblr-1758	467	61	reasonably	reasonably	ADV
cblr-1758	467	62	possible	possible	ADJ
cblr-1758	467	63	,	,	PUNCT
cblr-1758	467	64	the	the	DET
cblr-1758	467	65	fitness	fitness	NOUN
cblr-1758	467	66	of	of	ADP
cblr-1758	467	67	each	each	DET
cblr-1758	467	68	individual	individual	NOUN
cblr-1758	467	69	who	who	PRON
cblr-1758	467	70	is	be	AUX
cblr-1758	467	71	granted	grant	VERB
cblr-1758	467	72	registration	registration	NOUN
cblr-1758	467	73	by	by	ADP
cblr-1758	467	74	106	106	NUM
cblr-1758	467	75	see	see	VERB
cblr-1758	467	76	1	1	NUM
cblr-1758	467	77	johnson	johnson	PROPN
cblr-1758	467	78	&	&	CCONJ
cblr-1758	467	79	hazen	hazen	PROPN
cblr-1758	467	80	,	,	PUNCT
cblr-1758	467	81	supra	supra	PROPN
cblr-1758	467	82	note	note	NOUN
cblr-1758	467	83	47	47	NUM
cblr-1758	467	84	,	,	PUNCT
cblr-1758	467	85	§	§	PROPN
cblr-1758	467	86	1.04[3	1.04[3	NUM
cblr-1758	467	87	]	]	PUNCT
cblr-1758	467	88	,	,	PUNCT
cblr-1758	467	89	at	at	ADP
cblr-1758	467	90	167	167	NUM
cblr-1758	467	91	(	(	PUNCT
cblr-1758	467	92	stating	state	VERB
cblr-1758	467	93	that	that	SCONJ
cblr-1758	467	94	,	,	PUNCT
cblr-1758	467	95	for	for	ADP
cblr-1758	467	96	an	an	DET
cblr-1758	467	97	applicant	applicant	NOUN
cblr-1758	467	98	seeking	seek	VERB
cblr-1758	467	99	to	to	PART
cblr-1758	467	100	receive	receive	VERB
cblr-1758	467	101	cftc	cftc	PROPN
cblr-1758	467	102	approval	approval	NOUN
cblr-1758	467	103	to	to	PART
cblr-1758	467	104	be	be	AUX
cblr-1758	467	105	a	a	DET
cblr-1758	467	106	dcm	dcm	NOUN
cblr-1758	467	107	“	"	PUNCT
cblr-1758	467	108	[	[	X
cblr-1758	467	109	t]he	t]he	ADV
cblr-1758	467	110	most	most	ADV
cblr-1758	467	111	important	important	ADJ
cblr-1758	467	112	focus	focus	NOUN
cblr-1758	467	113	.	.	PUNCT
cblr-1758	467	114	.	.	PUNCT
cblr-1758	468	1	.	.	PUNCT
cblr-1758	469	1	is	be	AUX
cblr-1758	469	2	on	on	ADP
cblr-1758	469	3	the	the	DET
cblr-1758	469	4	ability	ability	NOUN
cblr-1758	469	5	of	of	ADP
cblr-1758	469	6	an	an	DET
cblr-1758	469	7	applicant	applicant	NOUN
cblr-1758	469	8	for	for	ADP
cblr-1758	469	9	contract	contract	NOUN
cblr-1758	469	10	market	market	NOUN
cblr-1758	469	11	designation	designation	NOUN
cblr-1758	469	12	to	to	PART
cblr-1758	469	13	show	show	VERB
cblr-1758	469	14	that	that	SCONJ
cblr-1758	469	15	it	it	PRON
cblr-1758	469	16	has	have	AUX
cblr-1758	469	17	adequately	adequately	ADV
cblr-1758	469	18	provided	provide	VERB
cblr-1758	469	19	for	for	ADP
cblr-1758	469	20	the	the	DET
cblr-1758	469	21	prevention	prevention	NOUN
cblr-1758	469	22	of	of	ADP
cblr-1758	469	23	conduct	conduct	NOUN
cblr-1758	469	24	that	that	PRON
cblr-1758	469	25	would	would	AUX
cblr-1758	469	26	interfere	interfere	VERB
cblr-1758	469	27	with	with	ADP
cblr-1758	469	28	the	the	DET
cblr-1758	469	29	ability	ability	NOUN
cblr-1758	469	30	of	of	ADP
cblr-1758	469	31	the	the	DET
cblr-1758	469	32	market	market	NOUN
cblr-1758	469	33	to	to	PART
cblr-1758	469	34	reflect	reflect	VERB
cblr-1758	469	35	true	true	ADJ
cblr-1758	469	36	economic	economic	ADJ
cblr-1758	469	37	conditions	condition	NOUN
cblr-1758	469	38	.	.	PUNCT
cblr-1758	469	39	”	"	PUNCT
cblr-1758	469	40	)	)	PUNCT
cblr-1758	469	41	.	.	PUNCT
cblr-1758	470	1	107	107	NUM
cblr-1758	470	2	cea	cea	PROPN
cblr-1758	470	3	§	§	PROPN
cblr-1758	470	4	5(d)(1)(a)(i	5(d)(1)(a)(i	NUM
cblr-1758	470	5	)	)	PUNCT
cblr-1758	470	6	,	,	PUNCT
cblr-1758	470	7	7	7	NUM
cblr-1758	470	8	u.s.c	u.s.c	ADJ
cblr-1758	470	9	.	.	PUNCT
cblr-1758	471	1	§	§	PROPN
cblr-1758	471	2	7(d)(1)(a)(i	7(d)(1)(a)(i	NUM
cblr-1758	471	3	)	)	PUNCT
cblr-1758	471	4	(	(	PUNCT
cblr-1758	471	5	2012	2012	NUM
cblr-1758	471	6	)	)	PUNCT
cblr-1758	471	7	.	.	PUNCT
cblr-1758	472	1	108	108	NUM
cblr-1758	472	2	cea	cea	PROPN
cblr-1758	472	3	§	§	PROPN
cblr-1758	472	4	5(d)(4	5(d)(4	PROPN
cblr-1758	472	5	)	)	PUNCT
cblr-1758	472	6	,	,	PUNCT
cblr-1758	472	7	7	7	NUM
cblr-1758	472	8	u.s.c	u.s.c	ADJ
cblr-1758	472	9	.	.	PUNCT
cblr-1758	473	1	§	§	PROPN
cblr-1758	473	2	7(d)(4	7(d)(4	NUM
cblr-1758	473	3	)	)	PUNCT
cblr-1758	473	4	(	(	PUNCT
cblr-1758	473	5	2012	2012	NUM
cblr-1758	473	6	)	)	PUNCT
cblr-1758	473	7	.	.	PUNCT
cblr-1758	474	1	109	109	NUM
cblr-1758	474	2	see	see	NOUN
cblr-1758	474	3	,	,	PUNCT
cblr-1758	474	4	e.g.	e.g.	ADV
cblr-1758	474	5	,	,	PUNCT
cblr-1758	474	6	chicago	chicago	PROPN
cblr-1758	474	7	board	board	PROPN
cblr-1758	474	8	of	of	ADP
cblr-1758	474	9	trade	trade	NOUN
cblr-1758	474	10	rulebook	rulebook	NOUN
cblr-1758	474	11	,	,	PUNCT
cblr-1758	474	12	r.r	r.r	PROPN
cblr-1758	474	13	.	.	PROPN
cblr-1758	474	14	534	534	NUM
cblr-1758	474	15	,	,	PUNCT
cblr-1758	474	16	539a	539a	NOUN
cblr-1758	474	17	,	,	PUNCT
cblr-1758	474	18	cme	cme	PROPN
cblr-1758	474	19	group	group	NOUN
cblr-1758	474	20	,	,	PUNCT
cblr-1758	474	21	http://www.cmegroup.com/rulebook/cbot/i/5/5.pdf	http://www.cmegroup.com/rulebook/cbot/i/5/5.pdf	PROPN
cblr-1758	474	22	,	,	PUNCT
cblr-1758	474	23	archived	archive	VERB
cblr-1758	474	24	at	at	ADP
cblr-1758	474	25	http://perma.cc/62ez-tp2c	http://perma.cc/62ez-tp2c	PRON
cblr-1758	474	26	.	.	PUNCT
cblr-1758	475	1	cme	cme	PROPN
cblr-1758	475	2	group	group	PROPN
cblr-1758	475	3	is	be	AUX
cblr-1758	475	4	a	a	DET
cblr-1758	475	5	chicago	chicago	PROPN
cblr-1758	475	6	-	-	PUNCT
cblr-1758	475	7	based	base	VERB
cblr-1758	475	8	corporation	corporation	NOUN
cblr-1758	475	9	that	that	PRON
cblr-1758	475	10	owns	own	VERB
cblr-1758	475	11	several	several	ADJ
cblr-1758	475	12	major	major	ADJ
cblr-1758	475	13	dcms	dcms	NOUN
cblr-1758	475	14	,	,	PUNCT
cblr-1758	475	15	including	include	VERB
cblr-1758	475	16	the	the	DET
cblr-1758	475	17	chicago	chicago	PROPN
cblr-1758	475	18	mercantile	mercantile	PROPN
cblr-1758	475	19	exchange	exchange	PROPN
cblr-1758	475	20	(	(	PUNCT
cblr-1758	475	21	“	"	PUNCT
cblr-1758	475	22	cme	cme	PROPN
cblr-1758	475	23	”	"	PUNCT
cblr-1758	475	24	)	)	PUNCT
cblr-1758	475	25	,	,	PUNCT
cblr-1758	475	26	new	new	PROPN
cblr-1758	475	27	york	york	PROPN
cblr-1758	475	28	mercantile	mercantile	PROPN
cblr-1758	475	29	exchange	exchange	PROPN
cblr-1758	475	30	(	(	PUNCT
cblr-1758	475	31	“	"	PUNCT
cblr-1758	475	32	nymex	nymex	NOUN
cblr-1758	475	33	”	"	PUNCT
cblr-1758	475	34	)	)	PUNCT
cblr-1758	475	35	,	,	PUNCT
cblr-1758	475	36	and	and	CCONJ
cblr-1758	475	37	chicago	chicago	PROPN
cblr-1758	475	38	board	board	PROPN
cblr-1758	475	39	of	of	ADP
cblr-1758	475	40	trade	trade	PROPN
cblr-1758	475	41	(	(	PUNCT
cblr-1758	475	42	“	"	PUNCT
cblr-1758	475	43	cbot	cbot	PROPN
cblr-1758	475	44	”	"	PUNCT
cblr-1758	475	45	)	)	PUNCT
cblr-1758	475	46	.	.	PUNCT
cblr-1758	476	1	cme	cme	PROPN
cblr-1758	476	2	group	group	NOUN
cblr-1758	476	3	’s	’s	PART
cblr-1758	476	4	electronic	electronic	ADJ
cblr-1758	476	5	trading	trading	NOUN
cblr-1758	476	6	system	system	NOUN
cblr-1758	476	7	for	for	ADP
cblr-1758	476	8	its	its	PRON
cblr-1758	476	9	dcms	dcms	NOUN
cblr-1758	476	10	is	be	AUX
cblr-1758	476	11	cme	cme	PROPN
cblr-1758	476	12	globex	globex	PROPN
cblr-1758	476	13	.	.	PUNCT
cblr-1758	477	1	cme	cme	PROPN
cblr-1758	477	2	group	group	PROPN
cblr-1758	477	3	overview	overview	NOUN
cblr-1758	477	4	,	,	PUNCT
cblr-1758	477	5	cme	cme	PROPN
cblr-1758	477	6	group	group	NOUN
cblr-1758	477	7	,	,	PUNCT
cblr-1758	477	8	http://www.cmegroup.com/company/files/cme-group-overview.pdf	http://www.cmegroup.com/company/files/cme-group-overview.pdf	NOUN
cblr-1758	477	9	,	,	PUNCT
cblr-1758	477	10	archived	archive	VERB
cblr-1758	477	11	at	at	ADP
cblr-1758	477	12	http://perma.cc/2ztn-ahd2	http://perma.cc/2ztn-ahd2	ADJ
cblr-1758	477	13	(	(	PUNCT
cblr-1758	477	14	“	"	PUNCT
cblr-1758	477	15	today	today	NOUN
cblr-1758	477	16	,	,	PUNCT
cblr-1758	477	17	more	more	ADJ
cblr-1758	477	18	than	than	ADP
cblr-1758	477	19	80	80	NUM
cblr-1758	477	20	percent	percent	NOUN
cblr-1758	477	21	of	of	ADP
cblr-1758	477	22	the	the	DET
cblr-1758	477	23	trades	trade	NOUN
cblr-1758	477	24	at	at	ADP
cblr-1758	477	25	cme	cme	PROPN
cblr-1758	477	26	group	group	NOUN
cblr-1758	477	27	are	be	AUX
cblr-1758	477	28	electronic	electronic	ADJ
cblr-1758	477	29	.	.	PUNCT
cblr-1758	477	30	”	"	PUNCT
cblr-1758	477	31	)	)	PUNCT
cblr-1758	477	32	.	.	PUNCT
cblr-1758	478	1	scopino	scopino	PROPN
cblr-1758	478	2	–	–	PUNCT
cblr-1758	478	3	final	final	ADJ
cblr-1758	478	4	no	no	NOUN
cblr-1758	478	5	.	.	PUNCT
cblr-1758	479	1	2:439	2:439	NUM
cblr-1758	479	2	]	]	X
cblr-1758	479	3	the	the	DET
cblr-1758	479	4	second	second	ADJ
cblr-1758	479	5	machine	machine	NOUN
cblr-1758	479	6	age	age	NOUN
cblr-1758	479	7	469	469	NUM
cblr-1758	479	8	the	the	PRON
cblr-1758	479	9	[	[	X
cblr-1758	479	10	cftc].”110	cftc].”110	NOUN
cblr-1758	479	11	as	as	ADP
cblr-1758	479	12	such	such	ADJ
cblr-1758	479	13	,	,	PUNCT
cblr-1758	479	14	the	the	DET
cblr-1758	479	15	cea	cea	PROPN
cblr-1758	479	16	outlines	outline	VERB
cblr-1758	479	17	the	the	DET
cblr-1758	479	18	grounds	ground	NOUN
cblr-1758	479	19	upon	upon	SCONJ
cblr-1758	479	20	which	which	PRON
cblr-1758	479	21	someone	someone	PRON
cblr-1758	479	22	is	be	AUX
cblr-1758	479	23	deemed	deem	VERB
cblr-1758	479	24	unfit	unfit	ADJ
cblr-1758	479	25	for	for	ADP
cblr-1758	479	26	registration	registration	NOUN
cblr-1758	479	27	,	,	PUNCT
cblr-1758	479	28	and	and	CCONJ
cblr-1758	479	29	cftc	cftc	PROPN
cblr-1758	479	30	regulations	regulation	NOUN
cblr-1758	479	31	implement	implement	VERB
cblr-1758	479	32	the	the	DET
cblr-1758	479	33	procedural	procedural	ADJ
cblr-1758	479	34	framework	framework	NOUN
cblr-1758	479	35	through	through	ADP
cblr-1758	479	36	which	which	PRON
cblr-1758	479	37	such	such	ADJ
cblr-1758	479	38	determinations	determination	NOUN
cblr-1758	479	39	are	be	AUX
cblr-1758	479	40	made	make	VERB
cblr-1758	479	41	.	.	PUNCT
cblr-1758	480	1	failure	failure	NOUN
cblr-1758	480	2	to	to	PART
cblr-1758	480	3	meet	meet	VERB
cblr-1758	480	4	the	the	DET
cblr-1758	480	5	statutory	statutory	PROPN
cblr-1758	480	6	fitness	fitness	NOUN
cblr-1758	480	7	requirements	requirement	NOUN
cblr-1758	480	8	generally	generally	ADV
cblr-1758	480	9	results	result	VERB
cblr-1758	480	10	in	in	ADP
cblr-1758	480	11	denial	denial	NOUN
cblr-1758	480	12	of	of	ADP
cblr-1758	480	13	a	a	DET
cblr-1758	480	14	person	person	NOUN
cblr-1758	480	15	’s	’s	PART
cblr-1758	480	16	registration	registration	NOUN
cblr-1758	480	17	,	,	PUNCT
cblr-1758	480	18	which	which	PRON
cblr-1758	480	19	effectively	effectively	ADV
cblr-1758	480	20	bars	bar	VERB
cblr-1758	480	21	the	the	DET
cblr-1758	480	22	person	person	NOUN
cblr-1758	480	23	from	from	ADP
cblr-1758	480	24	acting	act	VERB
cblr-1758	480	25	as	as	ADP
cblr-1758	480	26	a	a	DET
cblr-1758	480	27	commodity	commodity	NOUN
cblr-1758	480	28	futures	future	NOUN
cblr-1758	480	29	professional.111	professional.111	PROPN
cblr-1758	480	30	cea	cea	PROPN
cblr-1758	480	31	sections	section	NOUN
cblr-1758	480	32	8a(2	8a(2	NUM
cblr-1758	480	33	)	)	PUNCT
cblr-1758	480	34	through	through	ADP
cblr-1758	480	35	(	(	PUNCT
cblr-1758	480	36	4)112	4)112	NOUN
cblr-1758	480	37	are	be	AUX
cblr-1758	480	38	crucial	crucial	ADJ
cblr-1758	480	39	to	to	ADP
cblr-1758	480	40	the	the	DET
cblr-1758	480	41	customer	customer	NOUN
cblr-1758	480	42	-	-	PUNCT
cblr-1758	480	43	protection	protection	NOUN
cblr-1758	480	44	function	function	NOUN
cblr-1758	480	45	of	of	ADP
cblr-1758	480	46	the	the	DET
cblr-1758	480	47	registration	registration	NOUN
cblr-1758	480	48	requirements	requirement	NOUN
cblr-1758	480	49	in	in	ADP
cblr-1758	480	50	the	the	DET
cblr-1758	480	51	cea	cea	PROPN
cblr-1758	480	52	and	and	CCONJ
cblr-1758	480	53	cftc	cftc	PROPN
cblr-1758	480	54	regulations	regulation	NOUN
cblr-1758	480	55	.	.	PUNCT
cblr-1758	481	1	these	these	DET
cblr-1758	481	2	sections	section	NOUN
cblr-1758	481	3	establish	establish	VERB
cblr-1758	481	4	a	a	DET
cblr-1758	481	5	system	system	NOUN
cblr-1758	481	6	of	of	ADP
cblr-1758	481	7	statutory	statutory	ADJ
cblr-1758	481	8	disqualifications	disqualification	NOUN
cblr-1758	481	9	pursuant	pursuant	ADJ
cblr-1758	481	10	to	to	ADP
cblr-1758	481	11	which	which	PRON
cblr-1758	481	12	the	the	DET
cblr-1758	481	13	cftc	cftc	PROPN
cblr-1758	481	14	may	may	AUX
cblr-1758	481	15	find	find	VERB
cblr-1758	481	16	a	a	DET
cblr-1758	481	17	prospective	prospective	ADJ
cblr-1758	481	18	or	or	CCONJ
cblr-1758	481	19	actual	actual	ADJ
cblr-1758	481	20	registrant	registrant	NOUN
cblr-1758	481	21	unfit	unfit	ADJ
cblr-1758	481	22	for	for	ADP
cblr-1758	481	23	registration	registration	NOUN
cblr-1758	481	24	based	base	VERB
cblr-1758	481	25	on	on	ADP
cblr-1758	481	26	facts	fact	NOUN
cblr-1758	481	27	concerning	concern	VERB
cblr-1758	481	28	that	that	DET
cblr-1758	481	29	person	person	NOUN
cblr-1758	481	30	’s	’s	PART
cblr-1758	481	31	background.113	background.113	NOUN
cblr-1758	481	32	the	the	DET
cblr-1758	481	33	statutory	statutory	ADJ
cblr-1758	481	34	disqualification	disqualification	NOUN
cblr-1758	481	35	system	system	NOUN
cblr-1758	481	36	vests	vest	NOUN
cblr-1758	481	37	the	the	DET
cblr-1758	481	38	cftc	cftc	PROPN
cblr-1758	481	39	with	with	ADP
cblr-1758	481	40	the	the	DET
cblr-1758	481	41	discretion	discretion	NOUN
cblr-1758	481	42	to	to	PART
cblr-1758	481	43	refuse	refuse	VERB
cblr-1758	481	44	to	to	PART
cblr-1758	481	45	register	register	VERB
cblr-1758	481	46	,	,	PUNCT
cblr-1758	481	47	to	to	PART
cblr-1758	481	48	register	register	VERB
cblr-1758	481	49	conditionally	conditionally	ADV
cblr-1758	481	50	,	,	PUNCT
cblr-1758	481	51	or	or	CCONJ
cblr-1758	481	52	to	to	PART
cblr-1758	481	53	deny	deny	VERB
cblr-1758	481	54	,	,	PUNCT
cblr-1758	481	55	condition	condition	NOUN
cblr-1758	481	56	,	,	PUNCT
cblr-1758	481	57	suspend	suspend	NOUN
cblr-1758	481	58	,	,	PUNCT
cblr-1758	481	59	restrict	restrict	VERB
cblr-1758	481	60	,	,	PUNCT
cblr-1758	481	61	or	or	CCONJ
cblr-1758	481	62	revoke	revoke	VERB
cblr-1758	481	63	the	the	DET
cblr-1758	481	64	registration	registration	NOUN
cblr-1758	481	65	of	of	ADP
cblr-1758	481	66	any	any	DET
cblr-1758	481	67	person	person	NOUN
cblr-1758	481	68	subject	subject	ADJ
cblr-1758	481	69	to	to	ADP
cblr-1758	481	70	one	one	NUM
cblr-1758	481	71	or	or	CCONJ
cblr-1758	481	72	more	more	ADJ
cblr-1758	481	73	bases	basis	NOUN
cblr-1758	481	74	for	for	ADP
cblr-1758	481	75	disqualification	disqualification	NOUN
cblr-1758	481	76	as	as	SCONJ
cblr-1758	481	77	set	set	VERB
cblr-1758	481	78	forth	forth	ADP
cblr-1758	481	79	in	in	ADP
cblr-1758	481	80	sections	section	NOUN
cblr-1758	481	81	8a(2	8a(2	NUM
cblr-1758	481	82	)	)	PUNCT
cblr-1758	481	83	and	and	CCONJ
cblr-1758	481	84	(	(	PUNCT
cblr-1758	481	85	3).114	3).114	NUM
cblr-1758	481	86	the	the	DET
cblr-1758	481	87	eight	eight	NUM
cblr-1758	481	88	grounds	ground	NOUN
cblr-1758	481	89	for	for	ADP
cblr-1758	481	90	disqualification	disqualification	NOUN
cblr-1758	481	91	listed	list	VERB
cblr-1758	481	92	under	under	ADP
cblr-1758	481	93	section	section	NOUN
cblr-1758	481	94	8a(2	8a(2	NUM
cblr-1758	481	95	)	)	PUNCT
cblr-1758	481	96	are	be	AUX
cblr-1758	481	97	more	more	ADV
cblr-1758	481	98	serious	serious	ADJ
cblr-1758	481	99	than	than	ADP
cblr-1758	481	100	the	the	DET
cblr-1758	481	101	fourteen	fourteen	NUM
cblr-1758	481	102	additional	additional	ADJ
cblr-1758	481	103	bases	basis	NOUN
cblr-1758	481	104	listed	list	VERB
cblr-1758	481	105	under	under	ADP
cblr-1758	481	106	section	section	NOUN
cblr-1758	481	107	110	110	NUM
cblr-1758	481	108	revision	revision	NOUN
cblr-1758	481	109	of	of	ADP
cblr-1758	481	110	registration	registration	NOUN
cblr-1758	481	111	regulations	regulation	NOUN
cblr-1758	481	112	;	;	PUNCT
cblr-1758	481	113	final	final	ADJ
cblr-1758	481	114	rules	rule	NOUN
cblr-1758	481	115	;	;	PUNCT
cblr-1758	481	116	designation	designation	NOUN
cblr-1758	481	117	of	of	ADP
cblr-1758	481	118	new	new	ADJ
cblr-1758	481	119	part	part	NOUN
cblr-1758	481	120	,	,	PUNCT
cblr-1758	481	121	45	45	NUM
cblr-1758	481	122	fed	feed	VERB
cblr-1758	481	123	.	.	PUNCT
cblr-1758	482	1	reg	reg	PROPN
cblr-1758	482	2	.	.	PROPN
cblr-1758	482	3	80,485	80,485	NUM
cblr-1758	482	4	,	,	PUNCT
cblr-1758	482	5	80,489	80,489	NUM
cblr-1758	482	6	(	(	PUNCT
cblr-1758	482	7	cftc	cftc	PROPN
cblr-1758	482	8	dec	dec	PROPN
cblr-1758	482	9	.	.	PROPN
cblr-1758	482	10	5	5	NUM
cblr-1758	482	11	,	,	PUNCT
cblr-1758	482	12	1980	1980	NUM
cblr-1758	482	13	)	)	PUNCT
cblr-1758	483	1	(	(	PUNCT
cblr-1758	483	2	to	to	PART
cblr-1758	483	3	be	be	AUX
cblr-1758	483	4	codified	codify	VERB
cblr-1758	483	5	at	at	ADP
cblr-1758	483	6	17	17	NUM
cblr-1758	483	7	c.f.r	c.f.r	NOUN
cblr-1758	483	8	.	.	PUNCT
cblr-1758	484	1	pts	pts	PROPN
cblr-1758	484	2	.	.	PROPN
cblr-1758	484	3	1	1	NUM
cblr-1758	484	4	,	,	PUNCT
cblr-1758	484	5	3	3	NUM
cblr-1758	484	6	)	)	PUNCT
cblr-1758	484	7	.	.	PUNCT
cblr-1758	485	1	111	111	NUM
cblr-1758	485	2	see	see	VERB
cblr-1758	485	3	2	2	NUM
cblr-1758	485	4	johnson	johnson	PROPN
cblr-1758	485	5	&	&	CCONJ
cblr-1758	485	6	hazen	hazen	PROPN
cblr-1758	485	7	,	,	PUNCT
cblr-1758	485	8	supra	supra	PROPN
cblr-1758	485	9	note	note	NOUN
cblr-1758	485	10	47	47	NUM
cblr-1758	485	11	,	,	PUNCT
cblr-1758	485	12	§	§	PROPN
cblr-1758	485	13	3.02[2][a	3.02[2][a	NUM
cblr-1758	485	14	]	]	PUNCT
cblr-1758	485	15	,	,	PUNCT
cblr-1758	485	16	at	at	ADP
cblr-1758	485	17	630	630	NUM
cblr-1758	485	18	.	.	PUNCT
cblr-1758	485	19	112	112	NUM
cblr-1758	485	20	cea	cea	PROPN
cblr-1758	485	21	§	§	PROPN
cblr-1758	485	22	8a(2)–(4	8a(2)–(4	NUM
cblr-1758	485	23	)	)	PUNCT
cblr-1758	485	24	,	,	PUNCT
cblr-1758	485	25	7	7	NUM
cblr-1758	485	26	u.s.c	u.s.c	NOUN
cblr-1758	485	27	.	.	PUNCT
cblr-1758	486	1	§	§	PROPN
cblr-1758	486	2	§	§	PROPN
cblr-1758	486	3	12a(2)–(4	12a(2)–(4	NUM
cblr-1758	486	4	)	)	PUNCT
cblr-1758	486	5	(	(	PUNCT
cblr-1758	486	6	2012	2012	NUM
cblr-1758	486	7	)	)	PUNCT
cblr-1758	486	8	.	.	PUNCT
cblr-1758	487	1	cea	cea	PROPN
cblr-1758	487	2	§	§	PROPN
cblr-1758	487	3	8a(1	8a(1	NUM
cblr-1758	487	4	)	)	PUNCT
cblr-1758	487	5	,	,	PUNCT
cblr-1758	487	6	7	7	NUM
cblr-1758	487	7	u.s.c	u.s.c	NOUN
cblr-1758	487	8	.	.	PUNCT
cblr-1758	488	1	§	§	PROPN
cblr-1758	488	2	§	§	PROPN
cblr-1758	488	3	12a(1	12a(1	NUM
cblr-1758	488	4	)	)	PUNCT
cblr-1758	489	1	,	,	PUNCT
cblr-1758	489	2	authorizes	authorize	VERB
cblr-1758	489	3	the	the	DET
cblr-1758	489	4	cftc	cftc	PROPN
cblr-1758	489	5	to	to	PART
cblr-1758	489	6	register	register	VERB
cblr-1758	489	7	specific	specific	ADJ
cblr-1758	489	8	kinds	kind	NOUN
cblr-1758	489	9	of	of	ADP
cblr-1758	489	10	derivative	derivative	ADJ
cblr-1758	489	11	market	market	NOUN
cblr-1758	489	12	intermediaries	intermediary	NOUN
cblr-1758	489	13	(	(	PUNCT
cblr-1758	489	14	e.g.	e.g.	ADV
cblr-1758	489	15	,	,	PUNCT
cblr-1758	489	16	fcms	fcms	NOUN
cblr-1758	489	17	,	,	PUNCT
cblr-1758	489	18	aps	ap	NOUN
cblr-1758	489	19	of	of	ADP
cblr-1758	489	20	fcms	fcms	NOUN
cblr-1758	489	21	,	,	PUNCT
cblr-1758	489	22	ibs	ibs	PROPN
cblr-1758	489	23	,	,	PUNCT
cblr-1758	489	24	aps	aps	PROPN
cblr-1758	489	25	of	of	ADP
cblr-1758	489	26	ibs	ibs	PROPN
cblr-1758	489	27	,	,	PUNCT
cblr-1758	489	28	etc	etc	X
cblr-1758	489	29	.	.	X
cblr-1758	489	30	)	)	PUNCT
cblr-1758	490	1	“	"	PUNCT
cblr-1758	490	2	upon	upon	SCONJ
cblr-1758	490	3	application	application	NOUN
cblr-1758	490	4	in	in	ADP
cblr-1758	490	5	accordance	accordance	NOUN
cblr-1758	490	6	with	with	ADP
cblr-1758	490	7	rules	rule	NOUN
cblr-1758	490	8	and	and	CCONJ
cblr-1758	490	9	regulations	regulation	NOUN
cblr-1758	490	10	and	and	CCONJ
cblr-1758	490	11	in	in	ADP
cblr-1758	490	12	the	the	DET
cblr-1758	490	13	form	form	NOUN
cblr-1758	490	14	and	and	CCONJ
cblr-1758	490	15	manner	manner	NOUN
cblr-1758	490	16	to	to	PART
cblr-1758	490	17	be	be	AUX
cblr-1758	490	18	prescribed	prescribe	VERB
cblr-1758	490	19	by	by	ADP
cblr-1758	490	20	the	the	DET
cblr-1758	490	21	”	"	PUNCT
cblr-1758	490	22	cftc	cftc	PROPN
cblr-1758	490	23	.	.	PUNCT
cblr-1758	491	1	cea	cea	PROPN
cblr-1758	491	2	§	§	PROPN
cblr-1758	491	3	8a(1	8a(1	NUM
cblr-1758	491	4	)	)	PUNCT
cblr-1758	491	5	,	,	PUNCT
cblr-1758	491	6	7	7	NUM
cblr-1758	491	7	u.s.c	u.s.c	NOUN
cblr-1758	491	8	.	.	PUNCT
cblr-1758	492	1	§	§	PROPN
cblr-1758	492	2	12a(1	12a(1	PROPN
cblr-1758	492	3	)	)	PUNCT
cblr-1758	492	4	(	(	PUNCT
cblr-1758	492	5	2012	2012	NUM
cblr-1758	492	6	)	)	PUNCT
cblr-1758	492	7	.	.	PUNCT
cblr-1758	493	1	section	section	NOUN
cblr-1758	493	2	8a(1	8a(1	NUM
cblr-1758	493	3	)	)	PUNCT
cblr-1758	493	4	permits	permit	VERB
cblr-1758	493	5	the	the	DET
cblr-1758	493	6	cftc	cftc	PROPN
cblr-1758	493	7	to	to	PART
cblr-1758	493	8	set	set	VERB
cblr-1758	493	9	“	"	PUNCT
cblr-1758	493	10	reasonable	reasonable	ADJ
cblr-1758	493	11	fees	fee	NOUN
cblr-1758	493	12	and	and	CCONJ
cblr-1758	493	13	charges	charge	NOUN
cblr-1758	493	14	for	for	ADP
cblr-1758	493	15	registrations	registration	NOUN
cblr-1758	493	16	and	and	CCONJ
cblr-1758	493	17	renewals	renewal	NOUN
cblr-1758	493	18	thereof	thereof	ADV
cblr-1758	493	19	”	"	PUNCT
cblr-1758	493	20	and	and	CCONJ
cblr-1758	493	21	to	to	PART
cblr-1758	493	22	require	require	VERB
cblr-1758	493	23	applicants	applicant	NOUN
cblr-1758	493	24	“	"	PUNCT
cblr-1758	493	25	and	and	CCONJ
cblr-1758	493	26	such	such	ADJ
cblr-1758	493	27	persons	person	NOUN
cblr-1758	493	28	associated	associate	VERB
cblr-1758	493	29	with	with	ADP
cblr-1758	493	30	the	the	DET
cblr-1758	493	31	applicant[s	applicant[s	NOUN
cblr-1758	493	32	]	]	PUNCT
cblr-1758	493	33	as	as	SCONJ
cblr-1758	493	34	the	the	DET
cblr-1758	493	35	[	[	X
cblr-1758	493	36	cftc	cftc	PROPN
cblr-1758	493	37	]	]	PUNCT
cblr-1758	493	38	may	may	AUX
cblr-1758	493	39	specify	specify	VERB
cblr-1758	493	40	”	"	PUNCT
cblr-1758	493	41	to	to	PART
cblr-1758	493	42	be	be	AUX
cblr-1758	493	43	fingerprinted	fingerprint	VERB
cblr-1758	493	44	and	and	CCONJ
cblr-1758	493	45	to	to	PART
cblr-1758	493	46	submit	submit	VERB
cblr-1758	493	47	the	the	DET
cblr-1758	493	48	fingerprints	fingerprint	NOUN
cblr-1758	493	49	to	to	ADP
cblr-1758	493	50	the	the	DET
cblr-1758	493	51	attorney	attorney	NOUN
cblr-1758	493	52	general	general	NOUN
cblr-1758	493	53	“	"	PUNCT
cblr-1758	493	54	for	for	ADP
cblr-1758	493	55	identification	identification	NOUN
cblr-1758	493	56	and	and	CCONJ
cblr-1758	493	57	appropriate	appropriate	ADJ
cblr-1758	493	58	processing	processing	NOUN
cblr-1758	493	59	.	.	PUNCT
cblr-1758	493	60	”	"	PUNCT
cblr-1758	494	1	i	i	PRON
cblr-1758	494	2	d.	d.	PROPN
cblr-1758	494	3	113	113	NUM
cblr-1758	494	4	appendix	appendix	VERB
cblr-1758	494	5	a	a	PRON
cblr-1758	494	6	to	to	PART
cblr-1758	494	7	part	part	NOUN
cblr-1758	494	8	3	3	NUM
cblr-1758	494	9	—	—	PUNCT
cblr-1758	494	10	interpretative	interpretative	ADJ
cblr-1758	494	11	statement	statement	NOUN
cblr-1758	494	12	with	with	ADP
cblr-1758	494	13	respect	respect	NOUN
cblr-1758	494	14	to	to	ADP
cblr-1758	494	15	sections	section	NOUN
cblr-1758	494	16	8a(2)(c	8a(2)(c	NUM
cblr-1758	494	17	)	)	PUNCT
cblr-1758	494	18	and	and	CCONJ
cblr-1758	494	19	(	(	PUNCT
cblr-1758	494	20	e	e	NOUN
cblr-1758	494	21	)	)	PUNCT
cblr-1758	494	22	and	and	CCONJ
cblr-1758	494	23	sections	section	NOUN
cblr-1758	494	24	8a(3)(j	8a(3)(j	NUM
cblr-1758	494	25	)	)	PUNCT
cblr-1758	494	26	and	and	CCONJ
cblr-1758	494	27	(	(	PUNCT
cblr-1758	494	28	m	m	NOUN
cblr-1758	494	29	)	)	PUNCT
cblr-1758	494	30	of	of	ADP
cblr-1758	494	31	the	the	DET
cblr-1758	494	32	commodity	commodity	NOUN
cblr-1758	494	33	exchange	exchange	PROPN
cblr-1758	494	34	act	act	PROPN
cblr-1758	494	35	,	,	PUNCT
cblr-1758	494	36	17	17	NUM
cblr-1758	494	37	c.f.r	c.f.r	NOUN
cblr-1758	494	38	.	.	PUNCT
cblr-1758	495	1	pt	pt	PROPN
cblr-1758	495	2	.	.	PROPN
cblr-1758	495	3	3	3	NUM
cblr-1758	495	4	app	app	X
cblr-1758	495	5	.	.	PUNCT
cblr-1758	496	1	a	a	DET
cblr-1758	496	2	(	(	PUNCT
cblr-1758	496	3	2014	2014	NUM
cblr-1758	496	4	)	)	PUNCT
cblr-1758	496	5	.	.	PUNCT
cblr-1758	497	1	114	114	NUM
cblr-1758	498	1	i	i	PROPN
cblr-1758	498	2	d.	d.	PROPN
cblr-1758	498	3	scopino	scopino	VERB
cblr-1758	498	4	–	–	PUNCT
cblr-1758	499	1	final	final	ADJ
cblr-1758	499	2	470	470	NUM
cblr-1758	499	3	columbia	columbia	PROPN
cblr-1758	499	4	business	business	NOUN
cblr-1758	499	5	law	law	PROPN
cblr-1758	499	6	review	review	NOUN
cblr-1758	499	7	[	[	X
cblr-1758	499	8	vol	vol	NOUN
cblr-1758	499	9	.	.	NOUN
cblr-1758	499	10	2015	2015	NUM
cblr-1758	499	11	8a(3).115	8a(3).115	NUM
cblr-1758	499	12	section	section	NOUN
cblr-1758	499	13	8a(4	8a(4	NUM
cblr-1758	499	14	)	)	PUNCT
cblr-1758	499	15	authorizes	authorize	VERB
cblr-1758	499	16	the	the	DET
cblr-1758	499	17	cftc	cftc	PROPN
cblr-1758	499	18	to	to	PART
cblr-1758	499	19	suspend	suspend	VERB
cblr-1758	499	20	,	,	PUNCT
cblr-1758	499	21	revoke	revoke	VERB
cblr-1758	499	22	,	,	PUNCT
cblr-1758	499	23	or	or	CCONJ
cblr-1758	499	24	place	place	VERB
cblr-1758	499	25	restrictions	restriction	NOUN
cblr-1758	499	26	on	on	ADP
cblr-1758	499	27	the	the	DET
cblr-1758	499	28	registration	registration	NOUN
cblr-1758	499	29	of	of	ADP
cblr-1758	499	30	any	any	DET
cblr-1758	499	31	person	person	NOUN
cblr-1758	499	32	registered	register	VERB
cblr-1758	499	33	with	with	ADP
cblr-1758	499	34	the	the	DET
cblr-1758	499	35	cftc	cftc	PROPN
cblr-1758	499	36	if	if	SCONJ
cblr-1758	499	37	cause	cause	SCONJ
cblr-1758	499	38	exists	exist	VERB
cblr-1758	499	39	under	under	ADP
cblr-1758	499	40	section	section	NOUN
cblr-1758	499	41	8a(3	8a(3	NUM
cblr-1758	499	42	)	)	PUNCT
cblr-1758	499	43	that	that	PRON
cblr-1758	499	44	would	would	AUX
cblr-1758	499	45	have	have	AUX
cblr-1758	499	46	enabled	enable	VERB
cblr-1758	499	47	the	the	DET
cblr-1758	499	48	cftc	cftc	PROPN
cblr-1758	499	49	to	to	PART
cblr-1758	499	50	refuse	refuse	VERB
cblr-1758	499	51	to	to	PART
cblr-1758	499	52	register	register	VERB
cblr-1758	499	53	(	(	PUNCT
cblr-1758	499	54	or	or	CCONJ
cblr-1758	499	55	register	register	VERB
cblr-1758	499	56	conditionally	conditionally	ADV
cblr-1758	499	57	)	)	PUNCT
cblr-1758	499	58	that	that	DET
cblr-1758	499	59	person	person	NOUN
cblr-1758	499	60	in	in	ADP
cblr-1758	499	61	the	the	DET
cblr-1758	499	62	first	first	ADJ
cblr-1758	499	63	instance.116	instance.116	NOUN
cblr-1758	499	64	the	the	DET
cblr-1758	499	65	cftc	cftc	PROPN
cblr-1758	499	66	may	may	AUX
cblr-1758	499	67	,	,	PUNCT
cblr-1758	499	68	among	among	ADP
cblr-1758	499	69	other	other	ADJ
cblr-1758	499	70	things	thing	NOUN
cblr-1758	499	71	,	,	PUNCT
cblr-1758	499	72	deny	deny	VERB
cblr-1758	499	73	or	or	CCONJ
cblr-1758	499	74	suspend	suspend	VERB
cblr-1758	499	75	the	the	DET
cblr-1758	499	76	registration	registration	NOUN
cblr-1758	499	77	of	of	ADP
cblr-1758	499	78	any	any	DET
cblr-1758	499	79	person	person	NOUN
cblr-1758	499	80	“	"	PUNCT
cblr-1758	499	81	upon	upon	SCONJ
cblr-1758	499	82	notice	notice	NOUN
cblr-1758	499	83	,	,	PUNCT
cblr-1758	499	84	but	but	CCONJ
cblr-1758	499	85	without	without	ADP
cblr-1758	499	86	a	a	DET
cblr-1758	499	87	hearing	hearing	NOUN
cblr-1758	499	88	[	[	X
cblr-1758	499	89	,	,	PUNCT
cblr-1758	499	90	]	]	PUNCT
cblr-1758	499	91	”	"	PUNCT
cblr-1758	499	92	and	and	CCONJ
cblr-1758	499	93	revoke	revoke	VERB
cblr-1758	499	94	the	the	DET
cblr-1758	499	95	registration	registration	NOUN
cblr-1758	499	96	of	of	ADP
cblr-1758	499	97	any	any	DET
cblr-1758	499	98	person	person	NOUN
cblr-1758	499	99	“	"	PUNCT
cblr-1758	499	100	with	with	ADP
cblr-1758	499	101	such	such	DET
cblr-1758	499	102	a	a	DET
cblr-1758	499	103	hearing	hearing	NOUN
cblr-1758	499	104	as	as	SCONJ
cblr-1758	499	105	may	may	AUX
cblr-1758	499	106	be	be	AUX
cblr-1758	499	107	appropriate	appropriate	ADJ
cblr-1758	499	108	”	"	PUNCT
cblr-1758	499	109	if	if	SCONJ
cblr-1758	499	110	the	the	DET
cblr-1758	499	111	person	person	NOUN
cblr-1758	499	112	is	be	AUX
cblr-1758	499	113	subject	subject	ADJ
cblr-1758	499	114	to	to	ADP
cblr-1758	499	115	disqualification	disqualification	NOUN
cblr-1758	499	116	based	base	VERB
cblr-1758	499	117	on	on	ADP
cblr-1758	499	118	one	one	NUM
cblr-1758	499	119	or	or	CCONJ
cblr-1758	499	120	more	more	ADJ
cblr-1758	499	121	of	of	ADP
cblr-1758	499	122	the	the	DET
cblr-1758	499	123	grounds	ground	NOUN
cblr-1758	499	124	listed	list	VERB
cblr-1758	499	125	in	in	ADP
cblr-1758	499	126	paragraphs	paragraph	NOUN
cblr-1758	499	127	(	(	PUNCT
cblr-1758	499	128	a	a	X
cblr-1758	499	129	)	)	PUNCT
cblr-1758	499	130	through	through	ADP
cblr-1758	499	131	(	(	PUNCT
cblr-1758	499	132	h	h	NOUN
cblr-1758	499	133	)	)	PUNCT
cblr-1758	499	134	of	of	ADP
cblr-1758	499	135	cea	cea	PROPN
cblr-1758	499	136	section	section	PROPN
cblr-1758	499	137	8a(2).117	8a(2).117	PROPN
cblr-1758	499	138	section	section	NOUN
cblr-1758	499	139	8a(2)(a	8a(2)(a	NUM
cblr-1758	499	140	)	)	PUNCT
cblr-1758	499	141	allows	allow	VERB
cblr-1758	499	142	a	a	DET
cblr-1758	499	143	person	person	NOUN
cblr-1758	499	144	to	to	PART
cblr-1758	499	145	be	be	AUX
cblr-1758	499	146	disqualified	disqualify	VERB
cblr-1758	499	147	from	from	ADP
cblr-1758	499	148	cftc	cftc	PROPN
cblr-1758	499	149	registration	registration	NOUN
cblr-1758	499	150	if	if	SCONJ
cblr-1758	499	151	“	"	PUNCT
cblr-1758	499	152	a	a	DET
cblr-1758	499	153	prior	prior	ADJ
cblr-1758	499	154	registration	registration	NOUN
cblr-1758	499	155	of	of	ADP
cblr-1758	499	156	such	such	ADJ
cblr-1758	499	157	person	person	NOUN
cblr-1758	499	158	in	in	ADP
cblr-1758	499	159	any	any	DET
cblr-1758	499	160	capacity	capacity	NOUN
cblr-1758	499	161	has	have	AUX
cblr-1758	499	162	been	be	AUX
cblr-1758	499	163	suspended	suspend	VERB
cblr-1758	499	164	.	.	PUNCT
cblr-1758	499	165	.	.	PUNCT
cblr-1758	500	1	.	.	PUNCT
cblr-1758	501	1	or	or	CCONJ
cblr-1758	501	2	has	have	AUX
cblr-1758	501	3	been	be	AUX
cblr-1758	501	4	revoked	revoke	VERB
cblr-1758	501	5	.	.	PUNCT
cblr-1758	502	1	”118	”118	PROPN
cblr-1758	502	2	section	section	NOUN
cblr-1758	502	3	8a(2)(c	8a(2)(c	NUM
cblr-1758	502	4	)	)	PUNCT
cblr-1758	502	5	permits	permit	VERB
cblr-1758	502	6	the	the	DET
cblr-1758	502	7	cftc	cftc	PROPN
cblr-1758	502	8	to	to	PART
cblr-1758	502	9	refuse	refuse	VERB
cblr-1758	502	10	to	to	PART
cblr-1758	502	11	register	register	VERB
cblr-1758	502	12	or	or	CCONJ
cblr-1758	502	13	otherwise	otherwise	ADV
cblr-1758	502	14	alter	alter	VERB
cblr-1758	502	15	the	the	DET
cblr-1758	502	16	registration	registration	NOUN
cblr-1758	502	17	status	status	NOUN
cblr-1758	502	18	of	of	ADP
cblr-1758	502	19	any	any	DET
cblr-1758	502	20	person	person	NOUN
cblr-1758	502	21	if	if	SCONJ
cblr-1758	502	22	,	,	PUNCT
cblr-1758	502	23	among	among	ADP
cblr-1758	502	24	other	other	ADJ
cblr-1758	502	25	things	thing	NOUN
cblr-1758	502	26	,	,	PUNCT
cblr-1758	502	27	“	"	PUNCT
cblr-1758	502	28	such	such	ADJ
cblr-1758	502	29	person	person	NOUN
cblr-1758	502	30	is	be	AUX
cblr-1758	502	31	permanently	permanently	ADV
cblr-1758	502	32	or	or	CCONJ
cblr-1758	502	33	temporarily	temporarily	ADV
cblr-1758	502	34	enjoined	enjoin	VERB
cblr-1758	502	35	by	by	ADP
cblr-1758	502	36	order	order	NOUN
cblr-1758	502	37	,	,	PUNCT
cblr-1758	502	38	judgment	judgment	NOUN
cblr-1758	502	39	,	,	PUNCT
cblr-1758	502	40	or	or	CCONJ
cblr-1758	502	41	decree	decree	NOUN
cblr-1758	502	42	of	of	ADP
cblr-1758	502	43	any	any	DET
cblr-1758	502	44	court	court	NOUN
cblr-1758	502	45	of	of	ADP
cblr-1758	502	46	competent	competent	ADJ
cblr-1758	502	47	jurisdiction	jurisdiction	NOUN
cblr-1758	502	48	”	"	PUNCT
cblr-1758	502	49	either	either	CCONJ
cblr-1758	502	50	from	from	ADP
cblr-1758	502	51	acting	act	VERB
cblr-1758	502	52	as	as	ADP
cblr-1758	502	53	a	a	DET
cblr-1758	502	54	regulated	regulated	ADJ
cblr-1758	502	55	intermediary	intermediary	NOUN
cblr-1758	502	56	under	under	ADP
cblr-1758	502	57	the	the	DET
cblr-1758	502	58	cea	cea	PROPN
cblr-1758	502	59	or	or	CCONJ
cblr-1758	502	60	securities	security	NOUN
cblr-1758	502	61	laws	law	NOUN
cblr-1758	502	62	or	or	CCONJ
cblr-1758	502	63	from	from	ADP
cblr-1758	502	64	“	"	PUNCT
cblr-1758	502	65	engaging	engage	VERB
cblr-1758	502	66	in	in	ADP
cblr-1758	502	67	or	or	CCONJ
cblr-1758	502	68	continuing	continue	VERB
cblr-1758	502	69	any	any	DET
cblr-1758	502	70	activity	activity	NOUN
cblr-1758	502	71	”	"	PUNCT
cblr-1758	502	72	involving	involve	VERB
cblr-1758	502	73	embezzlement	embezzlement	NOUN
cblr-1758	502	74	,	,	PUNCT
cblr-1758	502	75	theft	theft	NOUN
cblr-1758	502	76	,	,	PUNCT
cblr-1758	502	77	extortion	extortion	NOUN
cblr-1758	502	78	,	,	PUNCT
cblr-1758	502	79	fraud	fraud	NOUN
cblr-1758	502	80	and	and	CCONJ
cblr-1758	502	81	the	the	DET
cblr-1758	502	82	like.119	like.119	PROPN
cblr-1758	502	83	section	section	NOUN
cblr-1758	502	84	8a(2)(d	8a(2)(d	NUM
cblr-1758	502	85	)	)	PUNCT
cblr-1758	502	86	permits	permit	VERB
cblr-1758	502	87	statutory	statutory	ADJ
cblr-1758	502	88	disqualification	disqualification	NOUN
cblr-1758	502	89	where	where	SCONJ
cblr-1758	502	90	a	a	DET
cblr-1758	502	91	person	person	NOUN
cblr-1758	502	92	has	have	VERB
cblr-1758	502	93	,	,	PUNCT
cblr-1758	502	94	within	within	ADP
cblr-1758	502	95	the	the	DET
cblr-1758	502	96	past	past	ADJ
cblr-1758	502	97	10	10	NUM
cblr-1758	502	98	years	year	NOUN
cblr-1758	502	99	,	,	PUNCT
cblr-1758	502	100	been	be	AUX
cblr-1758	502	101	convicted	convict	VERB
cblr-1758	502	102	of	of	ADP
cblr-1758	502	103	a	a	DET
cblr-1758	502	104	felony	felony	NOUN
cblr-1758	502	105	involving	involve	VERB
cblr-1758	502	106	facts	fact	NOUN
cblr-1758	502	107	connected	connect	VERB
cblr-1758	502	108	with	with	ADP
cblr-1758	502	109	any	any	PRON
cblr-1758	502	110	of	of	ADP
cblr-1758	502	111	the	the	DET
cblr-1758	502	112	following	following	NOUN
cblr-1758	502	113	:	:	PUNCT
cblr-1758	502	114	(	(	PUNCT
cblr-1758	502	115	i	i	NOUN
cblr-1758	502	116	)	)	PUNCT
cblr-1758	502	117	transactions	transaction	NOUN
cblr-1758	502	118	or	or	CCONJ
cblr-1758	502	119	advice	advice	NOUN
cblr-1758	502	120	about	about	ADP
cblr-1758	502	121	futures	future	NOUN
cblr-1758	502	122	contracts	contract	NOUN
cblr-1758	502	123	,	,	PUNCT
cblr-1758	502	124	other	other	ADJ
cblr-1758	502	125	derivatives	derivative	NOUN
cblr-1758	502	126	,	,	PUNCT
cblr-1758	502	127	or	or	CCONJ
cblr-1758	502	128	securities	security	NOUN
cblr-1758	502	129	;	;	PUNCT
cblr-1758	502	130	(	(	PUNCT
cblr-1758	502	131	ii	ii	NOUN
cblr-1758	502	132	)	)	PUNCT
cblr-1758	502	133	activities	activity	NOUN
cblr-1758	502	134	related	relate	VERB
cblr-1758	502	135	to	to	ADP
cblr-1758	502	136	the	the	DET
cblr-1758	502	137	115	115	NUM
cblr-1758	502	138	in	in	ADP
cblr-1758	502	139	re	re	PROPN
cblr-1758	502	140	walter	walter	PROPN
cblr-1758	502	141	,	,	PUNCT
cblr-1758	502	142	[	[	X
cblr-1758	502	143	1987	1987	NUM
cblr-1758	502	144	-	-	SYM
cblr-1758	502	145	1990	1990	NUM
cblr-1758	502	146	transfer	transfer	NOUN
cblr-1758	502	147	binder	binder	NOUN
cblr-1758	502	148	]	]	PUNCT
cblr-1758	502	149	comm	comm	NOUN
cblr-1758	502	150	.	.	PUNCT
cblr-1758	503	1	fut	fut	PROPN
cblr-1758	503	2	.	.	PUNCT
cblr-1758	504	1	l.	l.	PROPN
cblr-1758	504	2	rep	rep	PROPN
cblr-1758	504	3	.	.	PROPN
cblr-1758	504	4	(	(	PUNCT
cblr-1758	504	5	cch	cch	PROPN
cblr-1758	504	6	)	)	PUNCT
cblr-1758	504	7	¶	¶	NOUN
cblr-1758	504	8	24,215	24,215	NUM
cblr-1758	504	9	at	at	ADP
cblr-1758	504	10	35,013	35,013	NUM
cblr-1758	504	11	(	(	PUNCT
cblr-1758	504	12	apr	apr	PROPN
cblr-1758	504	13	.	.	PROPN
cblr-1758	504	14	14	14	NUM
cblr-1758	504	15	,	,	PUNCT
cblr-1758	504	16	1988	1988	NUM
cblr-1758	504	17	)	)	PUNCT
cblr-1758	504	18	(	(	PUNCT
cblr-1758	504	19	citing	cite	VERB
cblr-1758	504	20	in	in	ADP
cblr-1758	504	21	re	re	NOUN
cblr-1758	504	22	horn	horn	NOUN
cblr-1758	504	23	,	,	PUNCT
cblr-1758	504	24	[	[	X
cblr-1758	504	25	1986	1986	NUM
cblr-1758	504	26	-	-	SYM
cblr-1758	504	27	1987	1987	NUM
cblr-1758	504	28	transfer	transfer	NOUN
cblr-1758	504	29	binder	binder	NOUN
cblr-1758	504	30	]	]	PUNCT
cblr-1758	504	31	comm	comm	NOUN
cblr-1758	504	32	.	.	PUNCT
cblr-1758	505	1	fut	fut	PROPN
cblr-1758	505	2	.	.	PUNCT
cblr-1758	506	1	l.	l.	PROPN
cblr-1758	506	2	rep	rep	PROPN
cblr-1758	506	3	.	.	PROPN
cblr-1758	506	4	(	(	PUNCT
cblr-1758	506	5	cch	cch	PROPN
cblr-1758	506	6	)	)	PUNCT
cblr-1758	506	7	¶	¶	NOUN
cblr-1758	506	8	23,732	23,732	NUM
cblr-1758	506	9	,	,	PUNCT
cblr-1758	506	10	at	at	ADP
cblr-1758	506	11	33,889	33,889	NUM
cblr-1758	506	12	n.9	n.9	SYM
cblr-1758	506	13	(	(	PUNCT
cblr-1758	506	14	july	july	PROPN
cblr-1758	506	15	21	21	NUM
cblr-1758	506	16	,	,	PUNCT
cblr-1758	506	17	1987	1987	NUM
cblr-1758	506	18	)	)	PUNCT
cblr-1758	506	19	)	)	PUNCT
cblr-1758	506	20	.	.	PUNCT
cblr-1758	507	1	116	116	NUM
cblr-1758	507	2	see	see	VERB
cblr-1758	507	3	cea	cea	PROPN
cblr-1758	507	4	§	§	PROPN
cblr-1758	507	5	8a(4	8a(4	NUM
cblr-1758	507	6	)	)	PUNCT
cblr-1758	507	7	,	,	PUNCT
cblr-1758	507	8	7	7	NUM
cblr-1758	507	9	u.s.c	u.s.c	ADJ
cblr-1758	507	10	.	.	PUNCT
cblr-1758	508	1	§	§	PROPN
cblr-1758	508	2	12a(4	12a(4	NUM
cblr-1758	508	3	)	)	PUNCT
cblr-1758	508	4	(	(	PUNCT
cblr-1758	508	5	2012	2012	NUM
cblr-1758	508	6	)	)	PUNCT
cblr-1758	508	7	.	.	PUNCT
cblr-1758	509	1	117	117	NUM
cblr-1758	509	2	see	see	VERB
cblr-1758	509	3	cea	cea	PROPN
cblr-1758	509	4	§	§	PROPN
cblr-1758	509	5	§	§	PROPN
cblr-1758	509	6	8a(2)(a)–(h	8a(2)(a)–(h	NUM
cblr-1758	509	7	)	)	PUNCT
cblr-1758	509	8	,	,	PUNCT
cblr-1758	509	9	7	7	NUM
cblr-1758	509	10	u.s.c	u.s.c	NOUN
cblr-1758	509	11	.	.	PUNCT
cblr-1758	510	1	§	§	PROPN
cblr-1758	510	2	§	§	PROPN
cblr-1758	510	3	12a(2)(a)–(h	12a(2)(a)–(h	NUM
cblr-1758	510	4	)	)	PUNCT
cblr-1758	510	5	(	(	PUNCT
cblr-1758	510	6	2012	2012	NUM
cblr-1758	510	7	)	)	PUNCT
cblr-1758	510	8	.	.	PUNCT
cblr-1758	511	1	118	118	NUM
cblr-1758	511	2	cea	cea	PROPN
cblr-1758	511	3	§	§	PROPN
cblr-1758	511	4	8a(2)(a	8a(2)(a	PROPN
cblr-1758	511	5	)	)	PUNCT
cblr-1758	511	6	,	,	PUNCT
cblr-1758	511	7	7	7	NUM
cblr-1758	511	8	u.s.c	u.s.c	ADJ
cblr-1758	511	9	.	.	PUNCT
cblr-1758	512	1	§	§	PROPN
cblr-1758	512	2	12a(2)(a	12a(2)(a	NUM
cblr-1758	512	3	)	)	PUNCT
cblr-1758	512	4	(	(	PUNCT
cblr-1758	512	5	2012	2012	NUM
cblr-1758	512	6	)	)	PUNCT
cblr-1758	512	7	.	.	PUNCT
cblr-1758	513	1	119	119	NUM
cblr-1758	513	2	see	see	VERB
cblr-1758	513	3	cea	cea	PROPN
cblr-1758	513	4	§	§	PROPN
cblr-1758	513	5	8a(2)(c	8a(2)(c	PROPN
cblr-1758	513	6	)	)	PUNCT
cblr-1758	513	7	,	,	PUNCT
cblr-1758	513	8	7	7	NUM
cblr-1758	513	9	u.s.c	u.s.c	NOUN
cblr-1758	513	10	.	.	PUNCT
cblr-1758	514	1	§	§	PROPN
cblr-1758	514	2	12a(2)(c	12a(2)(c	NUM
cblr-1758	514	3	)	)	PUNCT
cblr-1758	514	4	(	(	PUNCT
cblr-1758	514	5	2012	2012	NUM
cblr-1758	514	6	)	)	PUNCT
cblr-1758	514	7	.	.	PUNCT
cblr-1758	515	1	see	see	VERB
cblr-1758	515	2	also	also	ADV
cblr-1758	515	3	hirschberg	hirschberg	PROPN
cblr-1758	515	4	v.	v.	PROPN
cblr-1758	515	5	cftc	cftc	PROPN
cblr-1758	515	6	,	,	PUNCT
cblr-1758	515	7	414	414	NUM
cblr-1758	515	8	f.3d	f.3d	NUM
cblr-1758	515	9	679	679	NUM
cblr-1758	515	10	,	,	PUNCT
cblr-1758	515	11	683	683	NUM
cblr-1758	515	12	(	(	PUNCT
cblr-1758	515	13	7th	7th	ADJ
cblr-1758	515	14	cir	cir	NOUN
cblr-1758	515	15	.	.	PROPN
cblr-1758	515	16	2005	2005	NUM
cblr-1758	515	17	)	)	PUNCT
cblr-1758	515	18	(	(	PUNCT
cblr-1758	515	19	“	"	PUNCT
cblr-1758	515	20	fraud	fraud	NOUN
cblr-1758	515	21	can	can	AUX
cblr-1758	515	22	be	be	AUX
cblr-1758	515	23	grounds	ground	NOUN
cblr-1758	515	24	for	for	ADP
cblr-1758	515	25	statutory	statutory	ADJ
cblr-1758	515	26	disqualification	disqualification	NOUN
cblr-1758	515	27	when	when	SCONJ
cblr-1758	515	28	it	it	PRON
cblr-1758	515	29	is	be	AUX
cblr-1758	515	30	the	the	DET
cblr-1758	515	31	subject	subject	NOUN
cblr-1758	515	32	of	of	ADP
cblr-1758	515	33	an	an	DET
cblr-1758	515	34	injunction	injunction	NOUN
cblr-1758	515	35	or	or	CCONJ
cblr-1758	515	36	of	of	ADP
cblr-1758	515	37	a	a	DET
cblr-1758	515	38	civil	civil	ADJ
cblr-1758	515	39	court	court	NOUN
cblr-1758	515	40	or	or	CCONJ
cblr-1758	515	41	administrative	administrative	ADJ
cblr-1758	515	42	ruling	ruling	NOUN
cblr-1758	515	43	in	in	ADP
cblr-1758	515	44	a	a	DET
cblr-1758	515	45	case	case	NOUN
cblr-1758	515	46	to	to	PART
cblr-1758	515	47	which	which	PRON
cblr-1758	515	48	a	a	DET
cblr-1758	515	49	government	government	NOUN
cblr-1758	515	50	agency	agency	NOUN
cblr-1758	515	51	is	be	AUX
cblr-1758	515	52	a	a	DET
cblr-1758	515	53	party	party	NOUN
cblr-1758	515	54	.	.	PUNCT
cblr-1758	515	55	”	"	PUNCT
cblr-1758	515	56	)	)	PUNCT
cblr-1758	515	57	.	.	PUNCT
cblr-1758	516	1	scopino	scopino	PROPN
cblr-1758	516	2	–	–	PUNCT
cblr-1758	516	3	final	final	ADJ
cblr-1758	516	4	no	no	NOUN
cblr-1758	516	5	.	.	PUNCT
cblr-1758	517	1	2:439	2:439	NUM
cblr-1758	517	2	]	]	X
cblr-1758	517	3	the	the	DET
cblr-1758	517	4	second	second	ADJ
cblr-1758	517	5	machine	machine	NOUN
cblr-1758	517	6	age	age	NOUN
cblr-1758	517	7	471	471	NUM
cblr-1758	517	8	business	business	NOUN
cblr-1758	517	9	of	of	ADP
cblr-1758	517	10	being	be	AUX
cblr-1758	517	11	a	a	DET
cblr-1758	517	12	cftc	cftc	NOUN
cblr-1758	517	13	-	-	PUNCT
cblr-1758	517	14	registrant	registrant	NOUN
cblr-1758	517	15	;	;	PUNCT
cblr-1758	517	16	or	or	CCONJ
cblr-1758	517	17	(	(	PUNCT
cblr-1758	517	18	iii	iii	NOUN
cblr-1758	517	19	)	)	PUNCT
cblr-1758	517	20	embezzlement	embezzlement	NOUN
cblr-1758	517	21	,	,	PUNCT
cblr-1758	517	22	theft	theft	NOUN
cblr-1758	517	23	,	,	PUNCT
cblr-1758	517	24	extortion	extortion	NOUN
cblr-1758	517	25	,	,	PUNCT
cblr-1758	517	26	fraud	fraud	NOUN
cblr-1758	517	27	,	,	PUNCT
cblr-1758	517	28	misappropriation	misappropriation	NOUN
cblr-1758	517	29	of	of	ADP
cblr-1758	517	30	funds	fund	NOUN
cblr-1758	517	31	,	,	PUNCT
cblr-1758	517	32	securities	security	NOUN
cblr-1758	517	33	,	,	PUNCT
cblr-1758	517	34	or	or	CCONJ
cblr-1758	517	35	property	property	NOUN
cblr-1758	517	36	and	and	CCONJ
cblr-1758	517	37	the	the	DET
cblr-1758	517	38	like.120	like.120	ADJ
cblr-1758	517	39	section	section	NOUN
cblr-1758	517	40	8a(3	8a(3	NUM
cblr-1758	517	41	)	)	PUNCT
cblr-1758	517	42	authorizes	authorize	VERB
cblr-1758	517	43	the	the	DET
cblr-1758	517	44	cftc	cftc	PROPN
cblr-1758	517	45	to	to	PART
cblr-1758	517	46	deny	deny	VERB
cblr-1758	517	47	a	a	DET
cblr-1758	517	48	person	person	NOUN
cblr-1758	517	49	’s	’s	PART
cblr-1758	517	50	registration	registration	NOUN
cblr-1758	517	51	if	if	SCONJ
cblr-1758	517	52	,	,	PUNCT
cblr-1758	517	53	after	after	ADP
cblr-1758	517	54	notice	notice	NOUN
cblr-1758	517	55	and	and	CCONJ
cblr-1758	517	56	opportunity	opportunity	NOUN
cblr-1758	517	57	for	for	ADP
cblr-1758	517	58	a	a	DET
cblr-1758	517	59	hearing	hearing	NOUN
cblr-1758	517	60	,	,	PUNCT
cblr-1758	517	61	the	the	DET
cblr-1758	517	62	person	person	NOUN
cblr-1758	517	63	is	be	AUX
cblr-1758	517	64	determined	determine	VERB
cblr-1758	517	65	to	to	PART
cblr-1758	517	66	be	be	AUX
cblr-1758	517	67	subject	subject	ADJ
cblr-1758	517	68	to	to	ADP
cblr-1758	517	69	one	one	NUM
cblr-1758	517	70	or	or	CCONJ
cblr-1758	517	71	more	more	ADJ
cblr-1758	517	72	of	of	ADP
cblr-1758	517	73	the	the	DET
cblr-1758	517	74	grounds	ground	NOUN
cblr-1758	517	75	for	for	ADP
cblr-1758	517	76	disqualification	disqualification	NOUN
cblr-1758	517	77	described	describe	VERB
cblr-1758	517	78	in	in	ADP
cblr-1758	517	79	paragraphs	paragraph	NOUN
cblr-1758	517	80	(	(	PUNCT
cblr-1758	517	81	a	a	X
cblr-1758	517	82	)	)	PUNCT
cblr-1758	517	83	through	through	ADP
cblr-1758	517	84	(	(	PUNCT
cblr-1758	517	85	n).121	n).121	VERB
cblr-1758	517	86	for	for	ADP
cblr-1758	517	87	example	example	NOUN
cblr-1758	517	88	,	,	PUNCT
cblr-1758	517	89	section	section	NOUN
cblr-1758	517	90	8a(3)(a	8a(3)(a	NUM
cblr-1758	517	91	)	)	PUNCT
cblr-1758	517	92	provides	provide	VERB
cblr-1758	517	93	for	for	ADP
cblr-1758	517	94	disqualification	disqualification	NOUN
cblr-1758	517	95	where	where	SCONJ
cblr-1758	517	96	the	the	DET
cblr-1758	517	97	cftc	cftc	PROPN
cblr-1758	517	98	or	or	CCONJ
cblr-1758	517	99	a	a	DET
cblr-1758	517	100	court	court	NOUN
cblr-1758	517	101	has	have	AUX
cblr-1758	517	102	found	find	VERB
cblr-1758	517	103	the	the	DET
cblr-1758	517	104	person	person	NOUN
cblr-1758	517	105	to	to	PART
cblr-1758	517	106	have	have	AUX
cblr-1758	517	107	violated	violate	VERB
cblr-1758	517	108	(	(	PUNCT
cblr-1758	517	109	or	or	CCONJ
cblr-1758	517	110	the	the	DET
cblr-1758	517	111	person	person	NOUN
cblr-1758	517	112	consented	consent	VERB
cblr-1758	517	113	to	to	PART
cblr-1758	517	114	findings	finding	NOUN
cblr-1758	517	115	of	of	ADP
cblr-1758	517	116	a	a	DET
cblr-1758	517	117	violation	violation	NOUN
cblr-1758	517	118	of	of	ADP
cblr-1758	517	119	)	)	PUNCT
cblr-1758	517	120	the	the	DET
cblr-1758	517	121	cea	cea	PROPN
cblr-1758	517	122	or	or	CCONJ
cblr-1758	517	123	any	any	PRON
cblr-1758	517	124	of	of	ADP
cblr-1758	517	125	the	the	DET
cblr-1758	517	126	regulations	regulation	NOUN
cblr-1758	517	127	promulgated	promulgate	VERB
cblr-1758	517	128	thereunder.122	thereunder.122	NUM
cblr-1758	517	129	section	section	NOUN
cblr-1758	517	130	8a(3)(c	8a(3)(c	NUM
cblr-1758	517	131	)	)	PUNCT
cblr-1758	517	132	permits	permit	VERB
cblr-1758	517	133	disqualification	disqualification	NOUN
cblr-1758	517	134	if	if	SCONJ
cblr-1758	517	135	a	a	DET
cblr-1758	517	136	person	person	NOUN
cblr-1758	517	137	fails	fail	VERB
cblr-1758	517	138	to	to	PART
cblr-1758	517	139	supervise	supervise	VERB
cblr-1758	517	140	another	another	PRON
cblr-1758	517	141	over	over	ADP
cblr-1758	517	142	whom	whom	PRON
cblr-1758	517	143	he	he	PRON
cblr-1758	517	144	or	or	CCONJ
cblr-1758	517	145	she	she	PRON
cblr-1758	517	146	has	have	VERB
cblr-1758	517	147	a	a	DET
cblr-1758	517	148	supervisory	supervisory	ADJ
cblr-1758	517	149	duty	duty	NOUN
cblr-1758	517	150	to	to	PART
cblr-1758	517	151	detect	detect	VERB
cblr-1758	517	152	and	and	CCONJ
cblr-1758	517	153	prevent	prevent	VERB
cblr-1758	517	154	violations	violation	NOUN
cblr-1758	517	155	of	of	ADP
cblr-1758	517	156	the	the	DET
cblr-1758	517	157	cea	cea	PROPN
cblr-1758	517	158	or	or	CCONJ
cblr-1758	517	159	securities	security	NOUN
cblr-1758	517	160	laws	law	NOUN
cblr-1758	517	161	,	,	PUNCT
cblr-1758	517	162	and	and	CCONJ
cblr-1758	517	163	the	the	DET
cblr-1758	517	164	person	person	NOUN
cblr-1758	517	165	who	who	PRON
cblr-1758	517	166	was	be	AUX
cblr-1758	517	167	supposed	suppose	VERB
cblr-1758	517	168	to	to	PART
cblr-1758	517	169	be	be	AUX
cblr-1758	517	170	supervised	supervise	VERB
cblr-1758	517	171	violated	violate	VERB
cblr-1758	517	172	the	the	DET
cblr-1758	517	173	cea	cea	PROPN
cblr-1758	517	174	or	or	CCONJ
cblr-1758	517	175	securities	security	NOUN
cblr-1758	517	176	laws.123	laws.123	PROPN
cblr-1758	517	177	section	section	NOUN
cblr-1758	517	178	8a(3)(e	8a(3)(e	NUM
cblr-1758	517	179	)	)	PUNCT
cblr-1758	517	180	provides	provide	VERB
cblr-1758	517	181	grounds	ground	NOUN
cblr-1758	517	182	to	to	PART
cblr-1758	517	183	disqualify	disqualify	VERB
cblr-1758	517	184	a	a	DET
cblr-1758	517	185	person	person	NOUN
cblr-1758	517	186	who	who	PRON
cblr-1758	517	187	has	have	AUX
cblr-1758	517	188	pleaded	plead	VERB
cblr-1758	517	189	guilty	guilty	ADJ
cblr-1758	517	190	or	or	CCONJ
cblr-1758	517	191	has	have	AUX
cblr-1758	517	192	been	be	AUX
cblr-1758	517	193	convicted	convict	VERB
cblr-1758	517	194	of	of	ADP
cblr-1758	517	195	a	a	DET
cblr-1758	517	196	misdemeanor	misdemeanor	NOUN
cblr-1758	517	197	involving	involve	VERB
cblr-1758	517	198	transactions	transaction	NOUN
cblr-1758	517	199	or	or	CCONJ
cblr-1758	517	200	advice	advice	NOUN
cblr-1758	517	201	concerning	concern	VERB
cblr-1758	517	202	futures	future	NOUN
cblr-1758	517	203	contracts	contract	NOUN
cblr-1758	517	204	,	,	PUNCT
cblr-1758	517	205	other	other	ADJ
cblr-1758	517	206	derivatives	derivative	NOUN
cblr-1758	517	207	,	,	PUNCT
cblr-1758	517	208	or	or	CCONJ
cblr-1758	517	209	securities	security	NOUN
cblr-1758	517	210	,	,	PUNCT
cblr-1758	517	211	or	or	CCONJ
cblr-1758	517	212	involving	involve	VERB
cblr-1758	517	213	activities	activity	NOUN
cblr-1758	517	214	related	relate	VERB
cblr-1758	517	215	to	to	ADP
cblr-1758	517	216	conducting	conduct	VERB
cblr-1758	517	217	business	business	NOUN
cblr-1758	517	218	as	as	ADP
cblr-1758	517	219	a	a	DET
cblr-1758	517	220	cftc	cftc	PROPN
cblr-1758	517	221	registrant.124	registrant.124	PROPN
cblr-1758	517	222	section	section	NOUN
cblr-1758	517	223	8a(3)(f	8a(3)(f	NUM
cblr-1758	517	224	)	)	PUNCT
cblr-1758	517	225	permits	permit	VERB
cblr-1758	517	226	disqualification	disqualification	NOUN
cblr-1758	517	227	of	of	ADP
cblr-1758	517	228	persons	person	NOUN
cblr-1758	517	229	who	who	PRON
cblr-1758	517	230	have	have	AUX
cblr-1758	517	231	been	be	AUX
cblr-1758	517	232	barred	bar	VERB
cblr-1758	517	233	by	by	ADP
cblr-1758	517	234	u.s	u.s	PROPN
cblr-1758	517	235	.	.	PROPN
cblr-1758	517	236	agencies	agency	NOUN
cblr-1758	517	237	from	from	ADP
cblr-1758	517	238	contracting	contract	VERB
cblr-1758	517	239	with	with	ADP
cblr-1758	517	240	the	the	DET
cblr-1758	517	241	united	united	PROPN
cblr-1758	517	242	states.125	states.125	PROPN
cblr-1758	517	243	section	section	PROPN
cblr-1758	517	244	8a(3)(h	8a(3)(h	NUM
cblr-1758	517	245	)	)	PUNCT
cblr-1758	517	246	provides	provide	VERB
cblr-1758	517	247	grounds	ground	NOUN
cblr-1758	517	248	to	to	PART
cblr-1758	517	249	disqualify	disqualify	VERB
cblr-1758	517	250	any	any	DET
cblr-1758	517	251	person	person	NOUN
cblr-1758	517	252	who	who	PRON
cblr-1758	517	253	“	"	PUNCT
cblr-1758	517	254	has	have	AUX
cblr-1758	517	255	pleaded	plead	VERB
cblr-1758	517	256	nolo	nolo	PROPN
cblr-1758	517	257	contendere	contendere	PROPN
cblr-1758	517	258	to	to	ADP
cblr-1758	517	259	criminal	criminal	ADJ
cblr-1758	517	260	charges	charge	NOUN
cblr-1758	517	261	of	of	ADP
cblr-1758	517	262	felonious	felonious	ADJ
cblr-1758	517	263	conduct	conduct	NOUN
cblr-1758	517	264	,	,	PUNCT
cblr-1758	517	265	or	or	CCONJ
cblr-1758	517	266	has	have	AUX
cblr-1758	517	267	been	be	AUX
cblr-1758	517	268	convicted	convict	VERB
cblr-1758	517	269	in	in	ADP
cblr-1758	517	270	a	a	DET
cblr-1758	517	271	state	state	NOUN
cblr-1758	517	272	court	court	NOUN
cblr-1758	517	273	,	,	PUNCT
cblr-1758	517	274	in	in	ADP
cblr-1758	517	275	a	a	DET
cblr-1758	517	276	united	united	ADJ
cblr-1758	517	277	states	states	PROPN
cblr-1758	517	278	120	120	NUM
cblr-1758	517	279	see	see	VERB
cblr-1758	517	280	cea	cea	PROPN
cblr-1758	517	281	§	§	PROPN
cblr-1758	517	282	8a(2)(d	8a(2)(d	PROPN
cblr-1758	517	283	)	)	PUNCT
cblr-1758	517	284	,	,	PUNCT
cblr-1758	517	285	7	7	NUM
cblr-1758	517	286	u.s.c	u.s.c	ADJ
cblr-1758	517	287	.	.	PUNCT
cblr-1758	518	1	§	§	PROPN
cblr-1758	518	2	12a(2)(d	12a(2)(d	NUM
cblr-1758	518	3	)	)	PUNCT
cblr-1758	518	4	(	(	PUNCT
cblr-1758	518	5	2012	2012	NUM
cblr-1758	518	6	)	)	PUNCT
cblr-1758	518	7	.	.	PUNCT
cblr-1758	519	1	cea	cea	PROPN
cblr-1758	519	2	§	§	PROPN
cblr-1758	519	3	8a(3)(d	8a(3)(d	PROPN
cblr-1758	519	4	)	)	PUNCT
cblr-1758	519	5	,	,	PUNCT
cblr-1758	519	6	7	7	NUM
cblr-1758	519	7	u.s.c	u.s.c	NOUN
cblr-1758	519	8	.	.	PUNCT
cblr-1758	520	1	§	§	PROPN
cblr-1758	520	2	12a(3)(d	12a(3)(d	NUM
cblr-1758	520	3	)	)	PUNCT
cblr-1758	520	4	(	(	PUNCT
cblr-1758	520	5	2012	2012	NUM
cblr-1758	520	6	)	)	PUNCT
cblr-1758	520	7	,	,	PUNCT
cblr-1758	520	8	subjects	subject	VERB
cblr-1758	520	9	a	a	DET
cblr-1758	520	10	person	person	NOUN
cblr-1758	520	11	to	to	ADP
cblr-1758	520	12	disqualification	disqualification	NOUN
cblr-1758	520	13	for	for	ADP
cblr-1758	520	14	pleading	plead	VERB
cblr-1758	520	15	guilty	guilty	ADJ
cblr-1758	520	16	to	to	ADP
cblr-1758	520	17	,	,	PUNCT
cblr-1758	520	18	or	or	CCONJ
cblr-1758	520	19	being	be	AUX
cblr-1758	520	20	convicted	convict	VERB
cblr-1758	520	21	of	of	ADP
cblr-1758	520	22	,	,	PUNCT
cblr-1758	520	23	a	a	DET
cblr-1758	520	24	felony	felony	NOUN
cblr-1758	520	25	other	other	ADJ
cblr-1758	520	26	than	than	ADP
cblr-1758	520	27	a	a	DET
cblr-1758	520	28	felony	felony	NOUN
cblr-1758	520	29	of	of	ADP
cblr-1758	520	30	the	the	DET
cblr-1758	520	31	type	type	NOUN
cblr-1758	520	32	specified	specify	VERB
cblr-1758	520	33	in	in	ADP
cblr-1758	520	34	cea	cea	PROPN
cblr-1758	520	35	§	§	PROPN
cblr-1758	520	36	8a(2)(d	8a(2)(d	PROPN
cblr-1758	520	37	)	)	PUNCT
cblr-1758	520	38	,	,	PUNCT
cblr-1758	520	39	7	7	NUM
cblr-1758	520	40	u.s.c	u.s.c	ADJ
cblr-1758	520	41	.	.	PUNCT
cblr-1758	521	1	§	§	PROPN
cblr-1758	521	2	12a(2)(d	12a(2)(d	NUM
cblr-1758	521	3	)	)	PUNCT
cblr-1758	521	4	(	(	PUNCT
cblr-1758	521	5	2012	2012	NUM
cblr-1758	521	6	)	)	PUNCT
cblr-1758	521	7	,	,	PUNCT
cblr-1758	521	8	or	or	CCONJ
cblr-1758	521	9	of	of	ADP
cblr-1758	521	10	the	the	DET
cblr-1758	521	11	type	type	NOUN
cblr-1758	521	12	specified	specify	VERB
cblr-1758	521	13	in	in	ADP
cblr-1758	521	14	cea	cea	PROPN
cblr-1758	521	15	§	§	PROPN
cblr-1758	521	16	8a(2)(d	8a(2)(d	PROPN
cblr-1758	521	17	)	)	PUNCT
cblr-1758	521	18	,	,	PUNCT
cblr-1758	521	19	7	7	NUM
cblr-1758	521	20	u.s.c	u.s.c	ADJ
cblr-1758	521	21	.	.	PUNCT
cblr-1758	522	1	§	§	PROPN
cblr-1758	522	2	12a(2)(d	12a(2)(d	NUM
cblr-1758	522	3	)	)	PUNCT
cblr-1758	522	4	(	(	PUNCT
cblr-1758	522	5	2012	2012	NUM
cblr-1758	522	6	)	)	PUNCT
cblr-1758	522	7	,	,	PUNCT
cblr-1758	522	8	but	but	CCONJ
cblr-1758	522	9	more	more	ADJ
cblr-1758	522	10	than	than	ADP
cblr-1758	522	11	ten	ten	NUM
cblr-1758	522	12	years	year	NOUN
cblr-1758	522	13	preceding	precede	VERB
cblr-1758	522	14	the	the	DET
cblr-1758	522	15	application	application	NOUN
cblr-1758	522	16	for	for	ADP
cblr-1758	522	17	registration	registration	NOUN
cblr-1758	522	18	.	.	PUNCT
cblr-1758	523	1	i	i	PRON
cblr-1758	523	2	d.	d.	PROPN
cblr-1758	523	3	121	121	NUM
cblr-1758	523	4	see	see	VERB
cblr-1758	523	5	cea	cea	PROPN
cblr-1758	523	6	§	§	PROPN
cblr-1758	523	7	8a(3)(a)–(n	8a(3)(a)–(n	NUM
cblr-1758	523	8	)	)	PUNCT
cblr-1758	523	9	,	,	PUNCT
cblr-1758	523	10	7	7	NUM
cblr-1758	523	11	u.s.c	u.s.c	ADJ
cblr-1758	523	12	.	.	PUNCT
cblr-1758	524	1	§	§	PROPN
cblr-1758	524	2	12a(3)(a)–(m	12a(3)(a)–(m	NUM
cblr-1758	524	3	)	)	PUNCT
cblr-1758	524	4	(	(	PUNCT
cblr-1758	524	5	2012	2012	NUM
cblr-1758	524	6	)	)	PUNCT
cblr-1758	524	7	.	.	PUNCT
cblr-1758	525	1	122	122	NUM
cblr-1758	525	2	cea	cea	PROPN
cblr-1758	525	3	§	§	PROPN
cblr-1758	525	4	8a(3)(a	8a(3)(a	PROPN
cblr-1758	525	5	)	)	PUNCT
cblr-1758	525	6	,	,	PUNCT
cblr-1758	525	7	7	7	NUM
cblr-1758	525	8	u.s.c	u.s.c	ADJ
cblr-1758	525	9	.	.	PUNCT
cblr-1758	526	1	§	§	PROPN
cblr-1758	526	2	12a(3)(a	12a(3)(a	NUM
cblr-1758	526	3	)	)	PUNCT
cblr-1758	526	4	(	(	PUNCT
cblr-1758	526	5	2012	2012	NUM
cblr-1758	526	6	)	)	PUNCT
cblr-1758	526	7	.	.	PUNCT
cblr-1758	527	1	123	123	NUM
cblr-1758	527	2	cea	cea	PROPN
cblr-1758	527	3	§	§	PROPN
cblr-1758	527	4	8a(3)(c	8a(3)(c	NUM
cblr-1758	527	5	)	)	PUNCT
cblr-1758	527	6	,	,	PUNCT
cblr-1758	527	7	7	7	NUM
cblr-1758	527	8	u.s.c	u.s.c	ADJ
cblr-1758	527	9	.	.	PUNCT
cblr-1758	528	1	§	§	PROPN
cblr-1758	528	2	12a(3)(c	12a(3)(c	NUM
cblr-1758	528	3	)	)	PUNCT
cblr-1758	528	4	(	(	PUNCT
cblr-1758	528	5	2012	2012	NUM
cblr-1758	528	6	)	)	PUNCT
cblr-1758	528	7	.	.	PUNCT
cblr-1758	529	1	124	124	NUM
cblr-1758	529	2	cea	cea	PROPN
cblr-1758	529	3	§	§	PROPN
cblr-1758	529	4	8a(3)(e	8a(3)(e	PROPN
cblr-1758	529	5	)	)	PUNCT
cblr-1758	529	6	,	,	PUNCT
cblr-1758	529	7	7	7	NUM
cblr-1758	529	8	u.s.c	u.s.c	ADJ
cblr-1758	529	9	.	.	PUNCT
cblr-1758	530	1	§	§	PROPN
cblr-1758	530	2	12a(3)(e	12a(3)(e	NUM
cblr-1758	530	3	)	)	PUNCT
cblr-1758	530	4	(	(	PUNCT
cblr-1758	530	5	2012	2012	NUM
cblr-1758	530	6	)	)	PUNCT
cblr-1758	530	7	.	.	PUNCT
cblr-1758	531	1	125	125	NUM
cblr-1758	531	2	cea	cea	PROPN
cblr-1758	531	3	§	§	PROPN
cblr-1758	531	4	8a(3)(f	8a(3)(f	PROPN
cblr-1758	531	5	)	)	PUNCT
cblr-1758	531	6	,	,	PUNCT
cblr-1758	531	7	7	7	NUM
cblr-1758	531	8	u.s.c	u.s.c	NOUN
cblr-1758	531	9	.	.	PUNCT
cblr-1758	532	1	§	§	PROPN
cblr-1758	532	2	12a(3)(f	12a(3)(f	NUM
cblr-1758	532	3	)	)	PUNCT
cblr-1758	532	4	(	(	PUNCT
cblr-1758	532	5	2012	2012	NUM
cblr-1758	532	6	)	)	PUNCT
cblr-1758	532	7	.	.	PUNCT
cblr-1758	533	1	scopino	scopino	PROPN
cblr-1758	533	2	–	–	PUNCT
cblr-1758	533	3	final	final	ADJ
cblr-1758	533	4	472	472	NUM
cblr-1758	533	5	columbia	columbia	PROPN
cblr-1758	533	6	business	business	NOUN
cblr-1758	533	7	law	law	PROPN
cblr-1758	533	8	review	review	NOUN
cblr-1758	533	9	[	[	X
cblr-1758	533	10	vol	vol	NOUN
cblr-1758	533	11	.	.	NOUN
cblr-1758	533	12	2015	2015	NUM
cblr-1758	533	13	military	military	ADJ
cblr-1758	533	14	court	court	NOUN
cblr-1758	533	15	,	,	PUNCT
cblr-1758	533	16	or	or	CCONJ
cblr-1758	533	17	in	in	ADP
cblr-1758	533	18	a	a	DET
cblr-1758	533	19	foreign	foreign	ADJ
cblr-1758	533	20	court	court	NOUN
cblr-1758	533	21	of	of	ADP
cblr-1758	533	22	conduct	conduct	NOUN
cblr-1758	533	23	which	which	PRON
cblr-1758	533	24	would	would	AUX
cblr-1758	533	25	constitute	constitute	VERB
cblr-1758	533	26	a	a	DET
cblr-1758	533	27	felony	felony	NOUN
cblr-1758	533	28	under	under	ADP
cblr-1758	533	29	federal	federal	ADJ
cblr-1758	533	30	law	law	NOUN
cblr-1758	533	31	if	if	SCONJ
cblr-1758	533	32	the	the	DET
cblr-1758	533	33	offense	offense	NOUN
cblr-1758	533	34	had	have	AUX
cblr-1758	533	35	been	be	AUX
cblr-1758	533	36	committed	commit	VERB
cblr-1758	533	37	under	under	ADP
cblr-1758	533	38	federal	federal	ADJ
cblr-1758	533	39	jurisdiction	jurisdiction	NOUN
cblr-1758	533	40	.	.	PUNCT
cblr-1758	534	1	”126	”126	PROPN
cblr-1758	534	2	cea	cea	PROPN
cblr-1758	534	3	section	section	PROPN
cblr-1758	534	4	8a(10	8a(10	NUM
cblr-1758	534	5	)	)	PUNCT
cblr-1758	534	6	allows	allow	VERB
cblr-1758	534	7	the	the	DET
cblr-1758	534	8	cftc	cftc	PROPN
cblr-1758	534	9	to	to	PART
cblr-1758	534	10	authorize	authorize	VERB
cblr-1758	534	11	any	any	DET
cblr-1758	534	12	person	person	NOUN
cblr-1758	534	13	to	to	PART
cblr-1758	534	14	perform	perform	VERB
cblr-1758	534	15	any	any	DET
cblr-1758	534	16	portion	portion	NOUN
cblr-1758	534	17	of	of	ADP
cblr-1758	534	18	the	the	DET
cblr-1758	534	19	registration	registration	NOUN
cblr-1758	534	20	functions	function	NOUN
cblr-1758	534	21	under	under	ADP
cblr-1758	534	22	the	the	DET
cblr-1758	534	23	cea.127	cea.127	NOUN
cblr-1758	534	24	section	section	NOUN
cblr-1758	534	25	17(o)(1	17(o)(1	NUM
cblr-1758	534	26	)	)	PUNCT
cblr-1758	534	27	of	of	ADP
cblr-1758	534	28	the	the	DET
cblr-1758	534	29	cea	cea	PROPN
cblr-1758	534	30	authorizes	authorize	VERB
cblr-1758	534	31	the	the	DET
cblr-1758	534	32	cftc	cftc	PROPN
cblr-1758	534	33	to	to	PART
cblr-1758	534	34	require	require	VERB
cblr-1758	534	35	a	a	DET
cblr-1758	534	36	registered	register	VERB
cblr-1758	534	37	futures	future	NOUN
cblr-1758	534	38	association	association	NOUN
cblr-1758	534	39	to	to	PART
cblr-1758	534	40	perform	perform	VERB
cblr-1758	534	41	the	the	DET
cblr-1758	534	42	cftc	cftc	PROPN
cblr-1758	534	43	’s	’s	PART
cblr-1758	534	44	registration	registration	NOUN
cblr-1758	534	45	function	function	NOUN
cblr-1758	534	46	with	with	ADP
cblr-1758	534	47	respect	respect	NOUN
cblr-1758	534	48	to	to	ADP
cblr-1758	534	49	registered	register	VERB
cblr-1758	534	50	futures	future	NOUN
cblr-1758	534	51	association	association	NOUN
cblr-1758	534	52	members	member	NOUN
cblr-1758	534	53	and	and	CCONJ
cblr-1758	534	54	associated	associated	ADJ
cblr-1758	534	55	persons	person	NOUN
cblr-1758	534	56	of	of	ADP
cblr-1758	534	57	members.128	members.128	NOUN
cblr-1758	534	58	the	the	DET
cblr-1758	534	59	nfa	nfa	PROPN
cblr-1758	534	60	is	be	AUX
cblr-1758	534	61	(	(	PUNCT
cblr-1758	534	62	and	and	CCONJ
cblr-1758	534	63	has	have	AUX
cblr-1758	534	64	always	always	ADV
cblr-1758	534	65	been	be	AUX
cblr-1758	534	66	)	)	PUNCT
cblr-1758	534	67	the	the	DET
cblr-1758	534	68	only	only	ADJ
cblr-1758	534	69	registered	register	VERB
cblr-1758	534	70	futures	future	NOUN
cblr-1758	534	71	association.129	association.129	PROPN
cblr-1758	534	72	the	the	DET
cblr-1758	534	73	cftc	cftc	PROPN
cblr-1758	534	74	delegated	delegate	VERB
cblr-1758	534	75	to	to	ADP
cblr-1758	534	76	the	the	DET
cblr-1758	534	77	nfa	nfa	PROPN
cblr-1758	534	78	the	the	DET
cblr-1758	534	79	administration	administration	NOUN
cblr-1758	534	80	of	of	ADP
cblr-1758	534	81	the	the	DET
cblr-1758	534	82	registration	registration	NOUN
cblr-1758	534	83	of	of	ADP
cblr-1758	534	84	intermediaries,130	intermediaries,130	NOUN
cblr-1758	534	85	including	include	VERB
cblr-1758	534	86	statutory	statutory	ADJ
cblr-1758	534	87	disqualification	disqualification	NOUN
cblr-1758	534	88	determinations,131	determinations,131	INTJ
cblr-1758	535	1	although	although	SCONJ
cblr-1758	535	2	the	the	DET
cblr-1758	535	3	cftc	cftc	PROPN
cblr-1758	535	4	has	have	VERB
cblr-1758	535	5	the	the	DET
cblr-1758	535	6	authority	authority	NOUN
cblr-1758	535	7	to	to	PART
cblr-1758	535	8	review	review	VERB
cblr-1758	535	9	the	the	DET
cblr-1758	535	10	nfa	nfa	PROPN
cblr-1758	535	11	’s	’s	PART
cblr-1758	535	12	performance	performance	NOUN
cblr-1758	535	13	of	of	ADP
cblr-1758	535	14	registration	registration	NOUN
cblr-1758	535	15	functions	function	NOUN
cblr-1758	535	16	,	,	PUNCT
cblr-1758	535	17	such	such	ADJ
cblr-1758	535	18	as	as	ADP
cblr-1758	535	19	the	the	DET
cblr-1758	535	20	approval	approval	NOUN
cblr-1758	535	21	or	or	CCONJ
cblr-1758	535	22	denial	denial	NOUN
cblr-1758	535	23	of	of	ADP
cblr-1758	535	24	registration	registration	NOUN
cblr-1758	535	25	applications	application	NOUN
cblr-1758	535	26	by	by	ADP
cblr-1758	535	27	the	the	DET
cblr-1758	535	28	nfa.132	nfa.132	NOUN
cblr-1758	535	29	additionally	additionally	ADV
cblr-1758	535	30	,	,	PUNCT
cblr-1758	535	31	the	the	DET
cblr-1758	535	32	nfa	nfa	PROPN
cblr-1758	535	33	promulgates	promulgate	VERB
cblr-1758	535	34	rules	rule	NOUN
cblr-1758	535	35	governing	govern	VERB
cblr-1758	535	36	its	its	PRON
cblr-1758	535	37	members	member	NOUN
cblr-1758	535	38	—	—	PUNCT
cblr-1758	535	39	that	that	ADV
cblr-1758	535	40	is	be	AUX
cblr-1758	535	41	,	,	PUNCT
cblr-1758	535	42	futures	future	NOUN
cblr-1758	535	43	market	market	NOUN
cblr-1758	535	44	intermediaries	intermediary	NOUN
cblr-1758	535	45	—	—	PUNCT
cblr-1758	535	46	and	and	CCONJ
cblr-1758	535	47	performs	perform	VERB
cblr-1758	535	48	audits	audits	NOUN
cblr-1758	535	49	and	and	CCONJ
cblr-1758	535	50	examinations	examination	NOUN
cblr-1758	535	51	of	of	ADP
cblr-1758	535	52	its	its	PRON
cblr-1758	535	53	members	member	NOUN
cblr-1758	535	54	to	to	PART
cblr-1758	535	55	ensure	ensure	VERB
cblr-1758	535	56	compliance	compliance	NOUN
cblr-1758	535	57	with	with	ADP
cblr-1758	535	58	those	those	DET
cblr-1758	535	59	rules.133	rules.133	PROPN
cblr-1758	535	60	relevant	relevant	ADJ
cblr-1758	535	61	nfa	nfa	PROPN
cblr-1758	535	62	rules	rule	NOUN
cblr-1758	535	63	include	include	VERB
cblr-1758	535	64	,	,	PUNCT
cblr-1758	535	65	126	126	NUM
cblr-1758	535	66	cea	cea	PROPN
cblr-1758	535	67	§	§	PROPN
cblr-1758	535	68	8a(3)(h	8a(3)(h	NUM
cblr-1758	535	69	)	)	PUNCT
cblr-1758	535	70	,	,	PUNCT
cblr-1758	535	71	7	7	NUM
cblr-1758	535	72	u.s.c	u.s.c	NOUN
cblr-1758	535	73	.	.	PUNCT
cblr-1758	536	1	§	§	PROPN
cblr-1758	536	2	12a(3)(h	12a(3)(h	NUM
cblr-1758	536	3	)	)	PUNCT
cblr-1758	536	4	(	(	PUNCT
cblr-1758	536	5	2012	2012	NUM
cblr-1758	536	6	)	)	PUNCT
cblr-1758	536	7	.	.	PUNCT
cblr-1758	537	1	127	127	NUM
cblr-1758	537	2	cea	cea	PROPN
cblr-1758	537	3	§	§	PROPN
cblr-1758	537	4	8a(10	8a(10	NUM
cblr-1758	537	5	)	)	PUNCT
cblr-1758	537	6	,	,	PUNCT
cblr-1758	537	7	7	7	NUM
cblr-1758	537	8	u.s.c	u.s.c	ADJ
cblr-1758	537	9	.	.	PUNCT
cblr-1758	538	1	§	§	PROPN
cblr-1758	538	2	12a(10	12a(10	NUM
cblr-1758	538	3	)	)	PUNCT
cblr-1758	538	4	(	(	PUNCT
cblr-1758	538	5	2012	2012	NUM
cblr-1758	538	6	)	)	PUNCT
cblr-1758	538	7	.	.	PUNCT
cblr-1758	539	1	128	128	NUM
cblr-1758	539	2	cea	cea	PROPN
cblr-1758	539	3	§	§	PROPN
cblr-1758	539	4	17(o)(1	17(o)(1	NUM
cblr-1758	539	5	)	)	PUNCT
cblr-1758	539	6	,	,	PUNCT
cblr-1758	539	7	7	7	NUM
cblr-1758	539	8	u.s.c	u.s.c	ADJ
cblr-1758	539	9	.	.	PUNCT
cblr-1758	540	1	§	§	PROPN
cblr-1758	540	2	21(o)(1	21(o)(1	NUM
cblr-1758	540	3	)	)	PUNCT
cblr-1758	540	4	(	(	PUNCT
cblr-1758	540	5	2012	2012	NUM
cblr-1758	540	6	)	)	PUNCT
cblr-1758	540	7	.	.	PUNCT
cblr-1758	541	1	129	129	NUM
cblr-1758	541	2	cftc	cftc	PROPN
cblr-1758	541	3	staff	staff	NOUN
cblr-1758	541	4	letter	letter	NOUN
cblr-1758	541	5	no	no	INTJ
cblr-1758	541	6	.	.	PROPN
cblr-1758	542	1	13	13	NUM
cblr-1758	542	2	-	-	SYM
cblr-1758	542	3	82	82	NUM
cblr-1758	542	4	,	,	PUNCT
cblr-1758	542	5	2013	2013	NUM
cblr-1758	542	6	wl	wl	NOUN
cblr-1758	542	7	6834965	6834965	NUM
cblr-1758	542	8	,	,	PUNCT
cblr-1758	542	9	at	at	ADP
cblr-1758	542	10	2	2	NUM
cblr-1758	542	11	n.7	n.7	X
cblr-1758	542	12	(	(	PUNCT
cblr-1758	542	13	dec	dec	PROPN
cblr-1758	542	14	.	.	PROPN
cblr-1758	542	15	23	23	NUM
cblr-1758	542	16	,	,	PUNCT
cblr-1758	542	17	2013	2013	NUM
cblr-1758	542	18	)	)	PUNCT
cblr-1758	542	19	(	(	PUNCT
cblr-1758	542	20	“	"	PUNCT
cblr-1758	542	21	[	[	X
cblr-1758	542	22	nfa	nfa	X
cblr-1758	542	23	]	]	X
cblr-1758	542	24	is	be	AUX
cblr-1758	542	25	currently	currently	ADV
cblr-1758	542	26	the	the	DET
cblr-1758	542	27	only	only	ADJ
cblr-1758	542	28	registered	register	VERB
cblr-1758	542	29	futures	future	NOUN
cblr-1758	542	30	association	association	NOUN
cblr-1758	542	31	.	.	PUNCT
cblr-1758	542	32	”	"	PUNCT
cblr-1758	542	33	)	)	PUNCT
cblr-1758	542	34	;	;	PUNCT
cblr-1758	542	35	cftc	cftc	PROPN
cblr-1758	542	36	fy2015	fy2015	PROPN
cblr-1758	542	37	budget	budget	NOUN
cblr-1758	542	38	plan	plan	NOUN
cblr-1758	542	39	,	,	PUNCT
cblr-1758	542	40	supra	supra	PROPN
cblr-1758	542	41	note	note	NOUN
cblr-1758	542	42	46	46	NUM
cblr-1758	542	43	,	,	PUNCT
cblr-1758	542	44	at	at	ADP
cblr-1758	542	45	83	83	NUM
cblr-1758	542	46	(	(	PUNCT
cblr-1758	542	47	app	app	X
cblr-1758	542	48	.	.	PROPN
cblr-1758	542	49	4	4	NUM
cblr-1758	542	50	)	)	PUNCT
cblr-1758	542	51	.	.	PUNCT
cblr-1758	543	1	130	130	NUM
cblr-1758	543	2	see	see	VERB
cblr-1758	543	3	,	,	PUNCT
cblr-1758	543	4	e.g.	e.g.	ADV
cblr-1758	543	5	,	,	PUNCT
cblr-1758	543	6	performance	performance	NOUN
cblr-1758	543	7	of	of	ADP
cblr-1758	543	8	registration	registration	NOUN
cblr-1758	543	9	functions	function	NOUN
cblr-1758	543	10	by	by	ADP
cblr-1758	543	11	national	national	ADJ
cblr-1758	543	12	futures	futures	PROPN
cblr-1758	543	13	association	association	PROPN
cblr-1758	543	14	,	,	PUNCT
cblr-1758	543	15	49	49	NUM
cblr-1758	543	16	fed	fed	PROPN
cblr-1758	543	17	.	.	PUNCT
cblr-1758	544	1	reg	reg	PROPN
cblr-1758	544	2	.	.	PROPN
cblr-1758	545	1	39,593	39,593	NUM
cblr-1758	545	2	(	(	PUNCT
cblr-1758	545	3	oct	oct	PROPN
cblr-1758	545	4	.	.	PROPN
cblr-1758	545	5	9	9	NUM
cblr-1758	545	6	,	,	PUNCT
cblr-1758	545	7	1984	1984	NUM
cblr-1758	545	8	)	)	PUNCT
cblr-1758	545	9	;	;	PUNCT
cblr-1758	546	1	performance	performance	NOUN
cblr-1758	546	2	of	of	ADP
cblr-1758	546	3	registration	registration	NOUN
cblr-1758	546	4	functions	function	NOUN
cblr-1758	546	5	by	by	ADP
cblr-1758	546	6	national	national	ADJ
cblr-1758	546	7	futures	futures	PROPN
cblr-1758	546	8	association	association	NOUN
cblr-1758	546	9	;	;	PUNCT
cblr-1758	546	10	delegation	delegation	NOUN
cblr-1758	546	11	of	of	ADP
cblr-1758	546	12	authority	authority	NOUN
cblr-1758	546	13	,	,	PUNCT
cblr-1758	546	14	51	51	NUM
cblr-1758	546	15	fed	fed	PROPN
cblr-1758	546	16	.	.	PUNCT
cblr-1758	547	1	reg	reg	PROPN
cblr-1758	547	2	.	.	PROPN
cblr-1758	548	1	34,490	34,490	NUM
cblr-1758	548	2	(	(	PUNCT
cblr-1758	548	3	sept	sept	PROPN
cblr-1758	548	4	.	.	PROPN
cblr-1758	548	5	29	29	NUM
cblr-1758	548	6	,	,	PUNCT
cblr-1758	548	7	1986	1986	NUM
cblr-1758	548	8	)	)	PUNCT
cblr-1758	548	9	;	;	PUNCT
cblr-1758	548	10	registration	registration	NOUN
cblr-1758	548	11	actions	action	NOUN
cblr-1758	548	12	by	by	ADP
cblr-1758	548	13	national	national	PROPN
cblr-1758	548	14	futures	futures	PROPN
cblr-1758	548	15	association	association	PROPN
cblr-1758	548	16	with	with	ADP
cblr-1758	548	17	respect	respect	NOUN
cblr-1758	548	18	to	to	ADP
cblr-1758	548	19	floor	floor	NOUN
cblr-1758	548	20	brokers	broker	NOUN
cblr-1758	548	21	,	,	PUNCT
cblr-1758	548	22	floor	floor	NOUN
cblr-1758	548	23	traders	trader	NOUN
cblr-1758	548	24	and	and	CCONJ
cblr-1758	548	25	applicants	applicant	NOUN
cblr-1758	548	26	for	for	ADP
cblr-1758	548	27	registration	registration	NOUN
cblr-1758	548	28	in	in	ADP
cblr-1758	548	29	either	either	DET
cblr-1758	548	30	category	category	NOUN
cblr-1758	548	31	,	,	PUNCT
cblr-1758	548	32	62	62	NUM
cblr-1758	548	33	fed	feed	VERB
cblr-1758	548	34	.	.	PUNCT
cblr-1758	549	1	reg	reg	PROPN
cblr-1758	549	2	.	.	PROPN
cblr-1758	550	1	36,050	36,050	NUM
cblr-1758	550	2	(	(	PUNCT
cblr-1758	550	3	july	july	PROPN
cblr-1758	550	4	3	3	NUM
cblr-1758	550	5	,	,	PUNCT
cblr-1758	550	6	1997	1997	NUM
cblr-1758	550	7	)	)	PUNCT
cblr-1758	550	8	.	.	PUNCT
cblr-1758	551	1	131	131	NUM
cblr-1758	551	2	performance	performance	NOUN
cblr-1758	551	3	of	of	ADP
cblr-1758	551	4	registration	registration	NOUN
cblr-1758	551	5	functions	function	NOUN
cblr-1758	551	6	by	by	ADP
cblr-1758	551	7	national	national	ADJ
cblr-1758	551	8	futures	futures	PROPN
cblr-1758	551	9	association	association	PROPN
cblr-1758	551	10	,	,	PUNCT
cblr-1758	551	11	50	50	NUM
cblr-1758	551	12	fed	feed	VERB
cblr-1758	551	13	.	.	PUNCT
cblr-1758	552	1	reg	reg	PROPN
cblr-1758	552	2	.	.	PROPN
cblr-1758	553	1	34,885	34,885	NUM
cblr-1758	553	2	(	(	PUNCT
cblr-1758	553	3	aug	aug	PROPN
cblr-1758	553	4	.	.	PROPN
cblr-1758	553	5	28	28	NUM
cblr-1758	553	6	,	,	PUNCT
cblr-1758	553	7	1985	1985	NUM
cblr-1758	553	8	)	)	PUNCT
cblr-1758	553	9	.	.	PUNCT
cblr-1758	554	1	132	132	NUM
cblr-1758	554	2	17	17	NUM
cblr-1758	554	3	c.f.r	c.f.r	NOUN
cblr-1758	554	4	.	.	PUNCT
cblr-1758	555	1	pt	pt	PROPN
cblr-1758	555	2	.	.	PROPN
cblr-1758	555	3	3	3	NUM
cblr-1758	555	4	,	,	PUNCT
cblr-1758	555	5	app	app	PROPN
cblr-1758	555	6	.	.	PUNCT
cblr-1758	555	7	a.	a.	PROPN
cblr-1758	555	8	,	,	PUNCT
cblr-1758	555	9	supra	supra	PROPN
cblr-1758	555	10	note	note	PROPN
cblr-1758	555	11	113	113	NUM
cblr-1758	555	12	.	.	PUNCT
cblr-1758	556	1	133	133	NUM
cblr-1758	556	2	see	see	VERB
cblr-1758	556	3	kurtis	kurtis	NOUN
cblr-1758	556	4	j.	j.	PROPN
cblr-1758	556	5	ward	ward	PROPN
cblr-1758	556	6	,	,	PUNCT
cblr-1758	556	7	the	the	DET
cblr-1758	556	8	futures	future	NOUN
cblr-1758	556	9	industry	industry	NOUN
cblr-1758	556	10	:	:	PUNCT
cblr-1758	556	11	from	from	ADP
cblr-1758	556	12	commodities	commodity	NOUN
cblr-1758	556	13	to	to	ADP
cblr-1758	556	14	the	the	DET
cblr-1758	556	15	over	over	ADP
cblr-1758	556	16	-	-	PUNCT
cblr-1758	556	17	the	the	DET
cblr-1758	556	18	-	-	PUNCT
cblr-1758	556	19	counter	counter	NOUN
cblr-1758	556	20	derivatives	derivative	NOUN
cblr-1758	556	21	markets	market	NOUN
cblr-1758	556	22	—	—	PUNCT
cblr-1758	556	23	origin	origin	NOUN
cblr-1758	556	24	,	,	PUNCT
cblr-1758	556	25	purpose	purpose	NOUN
cblr-1758	556	26	,	,	PUNCT
cblr-1758	556	27	development	development	NOUN
cblr-1758	556	28	,	,	PUNCT
cblr-1758	556	29	controversy	controversy	NOUN
cblr-1758	556	30	,	,	PUNCT
cblr-1758	556	31	and	and	CCONJ
cblr-1758	556	32	regulation	regulation	NOUN
cblr-1758	556	33	of	of	ADP
cblr-1758	556	34	the	the	DET
cblr-1758	556	35	most	most	ADV
cblr-1758	556	36	volatile	volatile	ADJ
cblr-1758	556	37	financial	financial	ADJ
cblr-1758	556	38	contracts	contract	NOUN
cblr-1758	556	39	in	in	ADP
cblr-1758	556	40	the	the	DET
cblr-1758	556	41	world	world	NOUN
cblr-1758	556	42	,	,	PUNCT
cblr-1758	556	43	12	12	NUM
cblr-1758	556	44	piaba	piaba	PROPN
cblr-1758	556	45	b.j	b.j	PROPN
cblr-1758	556	46	.	.	PROPN
cblr-1758	556	47	8	8	NUM
cblr-1758	556	48	,	,	PUNCT
cblr-1758	556	49	13	13	NUM
cblr-1758	556	50	(	(	PUNCT
cblr-1758	556	51	2005	2005	NUM
cblr-1758	556	52	)	)	PUNCT
cblr-1758	556	53	.	.	PUNCT
cblr-1758	557	1	scopino	scopino	PROPN
cblr-1758	557	2	–	–	PUNCT
cblr-1758	557	3	final	final	ADJ
cblr-1758	557	4	no	no	NOUN
cblr-1758	557	5	.	.	PUNCT
cblr-1758	558	1	2:439	2:439	NUM
cblr-1758	558	2	]	]	X
cblr-1758	558	3	the	the	DET
cblr-1758	558	4	second	second	ADJ
cblr-1758	558	5	machine	machine	NOUN
cblr-1758	558	6	age	age	NOUN
cblr-1758	558	7	473	473	NUM
cblr-1758	558	8	but	but	CCONJ
cblr-1758	558	9	are	be	AUX
cblr-1758	558	10	not	not	PART
cblr-1758	558	11	limited	limit	VERB
cblr-1758	558	12	to	to	ADP
cblr-1758	558	13	,	,	PUNCT
cblr-1758	558	14	prohibitions	prohibition	NOUN
cblr-1758	558	15	against	against	ADP
cblr-1758	558	16	fraud	fraud	NOUN
cblr-1758	558	17	and	and	CCONJ
cblr-1758	558	18	highpressure	highpressure	ADJ
cblr-1758	558	19	sales	sale	NOUN
cblr-1758	558	20	tactics.134	tactics.134	PROPN
cblr-1758	558	21	c.	c.	PROPN
cblr-1758	558	22	a	a	DET
cblr-1758	558	23	flexible	flexible	ADJ
cblr-1758	558	24	approach	approach	NOUN
cblr-1758	558	25	to	to	ADP
cblr-1758	558	26	mandatory	mandatory	ADJ
cblr-1758	558	27	ethics	ethic	NOUN
cblr-1758	558	28	training	training	NOUN
cblr-1758	558	29	for	for	ADP
cblr-1758	558	30	registrants	registrant	NOUN
cblr-1758	558	31	the	the	DET
cblr-1758	558	32	cftc	cftc	PROPN
cblr-1758	558	33	has	have	AUX
cblr-1758	558	34	long	long	ADV
cblr-1758	558	35	held	hold	VERB
cblr-1758	558	36	that	that	SCONJ
cblr-1758	558	37	it	it	PRON
cblr-1758	558	38	is	be	AUX
cblr-1758	558	39	essential	essential	ADJ
cblr-1758	558	40	that	that	SCONJ
cblr-1758	558	41	“	"	PUNCT
cblr-1758	558	42	the	the	DET
cblr-1758	558	43	highest	high	ADJ
cblr-1758	558	44	ethical	ethical	ADJ
cblr-1758	558	45	standards	standard	NOUN
cblr-1758	558	46	prevail	prevail	VERB
cblr-1758	558	47	”	"	PUNCT
cblr-1758	558	48	in	in	ADP
cblr-1758	558	49	the	the	DET
cblr-1758	558	50	industries	industry	NOUN
cblr-1758	558	51	and	and	CCONJ
cblr-1758	558	52	markets	market	NOUN
cblr-1758	558	53	it	it	PRON
cblr-1758	558	54	regulates.135	regulates.135	VERB
cblr-1758	558	55	the	the	DET
cblr-1758	558	56	futures	future	NOUN
cblr-1758	558	57	trading	trading	NOUN
cblr-1758	558	58	practices	practice	NOUN
cblr-1758	558	59	act	act	NOUN
cblr-1758	558	60	of	of	ADP
cblr-1758	558	61	1992136	1992136	NUM
cblr-1758	558	62	amended	amend	VERB
cblr-1758	558	63	the	the	DET
cblr-1758	558	64	cea	cea	PROPN
cblr-1758	558	65	to	to	PART
cblr-1758	558	66	require	require	VERB
cblr-1758	558	67	ethics	ethic	NOUN
cblr-1758	558	68	training	training	NOUN
cblr-1758	558	69	for	for	ADP
cblr-1758	558	70	new	new	ADJ
cblr-1758	558	71	registrants	registrant	NOUN
cblr-1758	558	72	and	and	CCONJ
cblr-1758	558	73	periodic	periodic	ADJ
cblr-1758	558	74	training	training	NOUN
cblr-1758	558	75	for	for	ADP
cblr-1758	558	76	existing	exist	VERB
cblr-1758	558	77	registrants.137	registrants.137	NOUN
cblr-1758	558	78	regulation	regulation	NOUN
cblr-1758	558	79	3.34	3.34	NUM
cblr-1758	558	80	originally	originally	ADV
cblr-1758	558	81	implemented	implement	VERB
cblr-1758	558	82	the	the	DET
cblr-1758	558	83	ethics	ethic	NOUN
cblr-1758	558	84	training	train	VERB
cblr-1758	558	85	mandate,138	mandate,138	PROPN
cblr-1758	558	86	but	but	CCONJ
cblr-1758	558	87	the	the	DET
cblr-1758	558	88	cftc	cftc	PROPN
cblr-1758	558	89	repealed	repeal	VERB
cblr-1758	558	90	the	the	DET
cblr-1758	558	91	regulation	regulation	NOUN
cblr-1758	558	92	in	in	ADP
cblr-1758	558	93	2000	2000	NUM
cblr-1758	558	94	in	in	ADP
cblr-1758	558	95	favor	favor	NOUN
cblr-1758	558	96	of	of	ADP
cblr-1758	558	97	a	a	DET
cblr-1758	558	98	statement	statement	NOUN
cblr-1758	558	99	of	of	ADP
cblr-1758	558	100	principles	principle	NOUN
cblr-1758	558	101	concerning	concern	VERB
cblr-1758	558	102	the	the	DET
cblr-1758	558	103	mandatory	mandatory	ADJ
cblr-1758	558	104	ethics	ethic	NOUN
cblr-1758	558	105	training	training	NOUN
cblr-1758	558	106	for	for	ADP
cblr-1758	558	107	registrants.139	registrants.139	ADJ
cblr-1758	558	108	the	the	DET
cblr-1758	558	109	statement	statement	NOUN
cblr-1758	558	110	of	of	ADP
cblr-1758	558	111	principles	principle	NOUN
cblr-1758	558	112	,	,	PUNCT
cblr-1758	558	113	located	locate	VERB
cblr-1758	558	114	in	in	ADP
cblr-1758	558	115	appendix	appendix	PROPN
cblr-1758	558	116	b	b	NOUN
cblr-1758	558	117	to	to	PART
cblr-1758	558	118	part	part	VERB
cblr-1758	558	119	3	3	NUM
cblr-1758	558	120	of	of	ADP
cblr-1758	558	121	the	the	DET
cblr-1758	558	122	cftc	cftc	PROPN
cblr-1758	558	123	’s	’s	PART
cblr-1758	558	124	regulations	regulation	NOUN
cblr-1758	558	125	,	,	PUNCT
cblr-1758	558	126	is	be	AUX
cblr-1758	558	127	meant	mean	VERB
cblr-1758	558	128	to	to	PART
cblr-1758	558	129	provide	provide	VERB
cblr-1758	558	130	guidance	guidance	NOUN
cblr-1758	558	131	for	for	ADP
cblr-1758	558	132	registrants	registrant	NOUN
cblr-1758	558	133	regarding	regard	VERB
cblr-1758	558	134	ethics	ethic	NOUN
cblr-1758	558	135	training	training	NOUN
cblr-1758	558	136	.	.	PUNCT
cblr-1758	559	1	one	one	NUM
cblr-1758	559	2	such	such	ADJ
cblr-1758	559	3	principle	principle	NOUN
cblr-1758	559	4	is	be	AUX
cblr-1758	559	5	that	that	SCONJ
cblr-1758	559	6	“	"	PUNCT
cblr-1758	559	7	[	[	X
cblr-1758	559	8	t]he	t]he	X
cblr-1758	559	9	awareness	awareness	NOUN
cblr-1758	559	10	and	and	CCONJ
cblr-1758	559	11	maintenance	maintenance	NOUN
cblr-1758	559	12	of	of	ADP
cblr-1758	559	13	professional	professional	ADJ
cblr-1758	559	14	ethical	ethical	ADJ
cblr-1758	559	15	standards	standard	NOUN
cblr-1758	559	16	are	be	AUX
cblr-1758	559	17	essential	essential	ADJ
cblr-1758	559	18	elements	element	NOUN
cblr-1758	559	19	of	of	ADP
cblr-1758	559	20	a	a	DET
cblr-1758	559	21	registrant	registrant	NOUN
cblr-1758	559	22	’s	’s	PART
cblr-1758	559	23	fitness	fitness	NOUN
cblr-1758	559	24	.	.	PUNCT
cblr-1758	560	1	”140	”140	PROPN
cblr-1758	561	1	the	the	DET
cblr-1758	561	2	cea	cea	PROPN
cblr-1758	561	3	requires	require	VERB
cblr-1758	561	4	134	134	NUM
cblr-1758	561	5	see	see	VERB
cblr-1758	561	6	nfa	nfa	PROPN
cblr-1758	561	7	compliance	compliance	NOUN
cblr-1758	561	8	rule	rule	NOUN
cblr-1758	561	9	2	2	NUM
cblr-1758	561	10	-	-	SYM
cblr-1758	561	11	29	29	NUM
cblr-1758	561	12	,	,	PUNCT
cblr-1758	561	13	communications	communication	NOUN
cblr-1758	561	14	with	with	ADP
cblr-1758	561	15	the	the	DET
cblr-1758	561	16	public	public	ADJ
cblr-1758	561	17	and	and	CCONJ
cblr-1758	561	18	promotional	promotional	ADJ
cblr-1758	561	19	material	material	NOUN
cblr-1758	561	20	,	,	PUNCT
cblr-1758	561	21	nat’l	nat’l	NOUN
cblr-1758	561	22	futures	future	NOUN
cblr-1758	561	23	ass’n	ass’n	NUM
cblr-1758	561	24	,	,	PUNCT
cblr-1758	561	25	http://www.nfa.futures.org/nfamanual/nfamanual.aspx?ruleid=rule%	http://www.nfa.futures.org/nfamanual/nfamanual.aspx?ruleid=rule%	ADJ
cblr-1758	561	26	202	202	NUM
cblr-1758	561	27	-	-	SYM
cblr-1758	561	28	29&section=4	29&section=4	NUM
cblr-1758	561	29	,	,	PUNCT
cblr-1758	561	30	archived	archive	VERB
cblr-1758	561	31	at	at	ADP
cblr-1758	561	32	http://perma.cc/6j9e-8b2d	http://perma.cc/6j9e-8b2d	PROPN
cblr-1758	561	33	.	.	PUNCT
cblr-1758	562	1	see	see	VERB
cblr-1758	562	2	also	also	ADV
cblr-1758	562	3	scopino	scopino	VERB
cblr-1758	562	4	,	,	PUNCT
cblr-1758	562	5	regulating	regulate	VERB
cblr-1758	562	6	fairness	fairness	NOUN
cblr-1758	562	7	,	,	PUNCT
cblr-1758	562	8	supra	supra	PROPN
cblr-1758	562	9	note	note	PROPN
cblr-1758	562	10	15	15	NUM
cblr-1758	562	11	,	,	PUNCT
cblr-1758	562	12	at	at	ADP
cblr-1758	562	13	51–56	51–56	NUM
cblr-1758	562	14	(	(	PUNCT
cblr-1758	562	15	describing	describe	VERB
cblr-1758	562	16	the	the	DET
cblr-1758	562	17	nfa	nfa	PROPN
cblr-1758	562	18	’s	’s	PART
cblr-1758	562	19	regulatory	regulatory	ADJ
cblr-1758	562	20	framework	framework	NOUN
cblr-1758	562	21	and	and	CCONJ
cblr-1758	562	22	analyzing	analyze	VERB
cblr-1758	562	23	several	several	ADJ
cblr-1758	562	24	nfa	nfa	PROPN
cblr-1758	562	25	compliance	compliance	NOUN
cblr-1758	562	26	rules	rule	NOUN
cblr-1758	562	27	and	and	CCONJ
cblr-1758	562	28	related	relate	VERB
cblr-1758	562	29	interpretative	interpretative	ADJ
cblr-1758	562	30	notices	notice	NOUN
cblr-1758	562	31	)	)	PUNCT
cblr-1758	562	32	.	.	PUNCT
cblr-1758	563	1	135	135	NUM
cblr-1758	563	2	see	see	VERB
cblr-1758	563	3	standards	standard	NOUN
cblr-1758	563	4	of	of	ADP
cblr-1758	563	5	conduct	conduct	NOUN
cblr-1758	563	6	for	for	ADP
cblr-1758	563	7	commodity	commodity	NOUN
cblr-1758	563	8	trading	trading	NOUN
cblr-1758	563	9	professionals	professional	NOUN
cblr-1758	563	10	,	,	PUNCT
cblr-1758	563	11	42	42	NUM
cblr-1758	563	12	fed	feed	VERB
cblr-1758	563	13	.	.	PUNCT
cblr-1758	564	1	reg	reg	PROPN
cblr-1758	564	2	.	.	PUNCT
cblr-1758	565	1	44,742	44,742	NUM
cblr-1758	565	2	(	(	PUNCT
cblr-1758	565	3	proposed	propose	VERB
cblr-1758	565	4	sept	sept	PROPN
cblr-1758	565	5	.	.	PROPN
cblr-1758	565	6	6	6	NUM
cblr-1758	565	7	,	,	PUNCT
cblr-1758	565	8	1977	1977	NUM
cblr-1758	565	9	)	)	PUNCT
cblr-1758	565	10	(	(	PUNCT
cblr-1758	565	11	to	to	PART
cblr-1758	565	12	be	be	AUX
cblr-1758	565	13	codified	codify	VERB
cblr-1758	565	14	at	at	ADP
cblr-1758	565	15	17	17	NUM
cblr-1758	565	16	c.f.r	c.f.r	NOUN
cblr-1758	565	17	.	.	PUNCT
cblr-1758	566	1	pts	pts	PROPN
cblr-1758	566	2	.	.	PROPN
cblr-1758	566	3	1	1	NUM
cblr-1758	566	4	,	,	PUNCT
cblr-1758	566	5	166	166	NUM
cblr-1758	566	6	)	)	PUNCT
cblr-1758	566	7	.	.	PUNCT
cblr-1758	567	1	136	136	NUM
cblr-1758	567	2	pub	pub	NOUN
cblr-1758	567	3	.	.	PUNCT
cblr-1758	568	1	l.	l.	PROPN
cblr-1758	568	2	no	no	INTJ
cblr-1758	568	3	.	.	PROPN
cblr-1758	569	1	102	102	NUM
cblr-1758	569	2	-	-	SYM
cblr-1758	569	3	546	546	NUM
cblr-1758	569	4	,	,	PUNCT
cblr-1758	569	5	106	106	NUM
cblr-1758	569	6	stat	stat	NOUN
cblr-1758	569	7	.	.	PUNCT
cblr-1758	570	1	3590	3590	NUM
cblr-1758	570	2	(	(	PUNCT
cblr-1758	570	3	1992	1992	NUM
cblr-1758	570	4	)	)	PUNCT
cblr-1758	570	5	(	(	PUNCT
cblr-1758	570	6	codified	codify	VERB
cblr-1758	570	7	as	as	SCONJ
cblr-1758	570	8	amended	amend	VERB
cblr-1758	570	9	in	in	ADP
cblr-1758	570	10	scattered	scatter	VERB
cblr-1758	570	11	sections	section	NOUN
cblr-1758	570	12	of	of	ADP
cblr-1758	570	13	7	7	NUM
cblr-1758	570	14	u.s.c	u.s.c	ADJ
cblr-1758	570	15	.	.	PUNCT
cblr-1758	570	16	)	)	PUNCT
cblr-1758	570	17	.	.	PUNCT
cblr-1758	571	1	137	137	NUM
cblr-1758	571	2	registration	registration	NOUN
cblr-1758	571	3	of	of	ADP
cblr-1758	571	4	floor	floor	NOUN
cblr-1758	571	5	traders	trader	NOUN
cblr-1758	571	6	,	,	PUNCT
cblr-1758	571	7	58	58	NUM
cblr-1758	571	8	fed	fed	PROPN
cblr-1758	571	9	.	.	PUNCT
cblr-1758	572	1	reg	reg	PROPN
cblr-1758	572	2	.	.	PUNCT
cblr-1758	573	1	at	at	ADP
cblr-1758	573	2	19,575	19,575	NUM
cblr-1758	573	3	.	.	PUNCT
cblr-1758	574	1	138	138	NUM
cblr-1758	574	2	2	2	NUM
cblr-1758	574	3	johnson	johnson	PROPN
cblr-1758	574	4	&	&	CCONJ
cblr-1758	574	5	hazen	hazen	PROPN
cblr-1758	574	6	,	,	PUNCT
cblr-1758	574	7	supra	supra	PROPN
cblr-1758	574	8	note	note	NOUN
cblr-1758	574	9	47	47	NUM
cblr-1758	574	10	,	,	PUNCT
cblr-1758	574	11	§	§	PROPN
cblr-1758	574	12	3.02	3.02	NUM
cblr-1758	574	13	,	,	PUNCT
cblr-1758	574	14	3.02[23	3.02[23	NUM
cblr-1758	574	15	]	]	PUNCT
cblr-1758	574	16	,	,	PUNCT
cblr-1758	574	17	n.229	n.229	INTJ
cblr-1758	574	18	,	,	PUNCT
cblr-1758	574	19	at	at	ADP
cblr-1758	574	20	662	662	NUM
cblr-1758	574	21	(	(	PUNCT
cblr-1758	574	22	citing	cite	VERB
cblr-1758	574	23	registration	registration	NOUN
cblr-1758	574	24	of	of	ADP
cblr-1758	574	25	floor	floor	NOUN
cblr-1758	574	26	traders	trader	NOUN
cblr-1758	574	27	,	,	PUNCT
cblr-1758	574	28	58	58	NUM
cblr-1758	574	29	fed	fed	PROPN
cblr-1758	574	30	.	.	PUNCT
cblr-1758	575	1	reg	reg	PROPN
cblr-1758	575	2	.	.	PUNCT
cblr-1758	576	1	at	at	ADP
cblr-1758	576	2	19,575	19,575	NUM
cblr-1758	576	3	,	,	PUNCT
cblr-1758	576	4	and	and	CCONJ
cblr-1758	576	5	58	58	NUM
cblr-1758	576	6	fed	fed	PROPN
cblr-1758	576	7	.	.	PUNCT
cblr-1758	577	1	reg	reg	PROPN
cblr-1758	577	2	.	.	PUNCT
cblr-1758	578	1	6748	6748	NUM
cblr-1758	578	2	(	(	PUNCT
cblr-1758	578	3	proposed	propose	VERB
cblr-1758	578	4	feb	feb	PROPN
cblr-1758	578	5	.	.	PROPN
cblr-1758	578	6	2	2	NUM
cblr-1758	578	7	,	,	PUNCT
cblr-1758	578	8	1993	1993	NUM
cblr-1758	578	9	)	)	PUNCT
cblr-1758	578	10	)	)	PUNCT
cblr-1758	578	11	.	.	PUNCT
cblr-1758	579	1	139	139	NUM
cblr-1758	580	1	i	i	PRON
cblr-1758	580	2	d.	d.	PROPN
cblr-1758	580	3	at	at	ADP
cblr-1758	580	4	§	§	PROPN
cblr-1758	580	5	3.02[23	3.02[23	NUM
cblr-1758	580	6	]	]	PUNCT
cblr-1758	580	7	,	,	PUNCT
cblr-1758	580	8	n.231	n.231	PROPN
cblr-1758	580	9	,	,	PUNCT
cblr-1758	580	10	at	at	ADP
cblr-1758	580	11	662	662	NUM
cblr-1758	580	12	(	(	PUNCT
cblr-1758	580	13	citing	cite	VERB
cblr-1758	580	14	rules	rule	NOUN
cblr-1758	580	15	relating	relate	VERB
cblr-1758	580	16	to	to	ADP
cblr-1758	580	17	intermediaries	intermediary	NOUN
cblr-1758	580	18	of	of	ADP
cblr-1758	580	19	commodity	commodity	NOUN
cblr-1758	580	20	interest	interest	NOUN
cblr-1758	580	21	transactions	transaction	NOUN
cblr-1758	580	22	,	,	PUNCT
cblr-1758	580	23	65	65	NUM
cblr-1758	580	24	fed	feed	VERB
cblr-1758	580	25	.	.	PUNCT
cblr-1758	581	1	reg	reg	PROPN
cblr-1758	581	2	.	.	PUNCT
cblr-1758	582	1	77,993	77,993	NUM
cblr-1758	582	2	(	(	PUNCT
cblr-1758	582	3	dec	dec	PROPN
cblr-1758	582	4	.	.	PROPN
cblr-1758	582	5	13	13	NUM
cblr-1758	582	6	,	,	PUNCT
cblr-1758	582	7	2000	2000	NUM
cblr-1758	582	8	)	)	PUNCT
cblr-1758	582	9	.	.	PUNCT
cblr-1758	583	1	140	140	NUM
cblr-1758	583	2	17	17	NUM
cblr-1758	583	3	c.f.r	c.f.r	NOUN
cblr-1758	583	4	.	.	PUNCT
cblr-1758	584	1	pt	pt	PROPN
cblr-1758	584	2	.	.	PROPN
cblr-1758	584	3	3	3	NUM
cblr-1758	584	4	,	,	PUNCT
cblr-1758	584	5	app	app	X
cblr-1758	584	6	.	.	PROPN
cblr-1758	585	1	b	b	X
cblr-1758	585	2	,	,	PUNCT
cblr-1758	585	3	supra	supra	ADJ
cblr-1758	585	4	note	note	NOUN
cblr-1758	585	5	54	54	NUM
cblr-1758	585	6	.	.	PUNCT
cblr-1758	586	1	scopino	scopino	PROPN
cblr-1758	586	2	–	–	PUNCT
cblr-1758	586	3	final	final	ADJ
cblr-1758	586	4	474	474	NUM
cblr-1758	586	5	columbia	columbia	PROPN
cblr-1758	586	6	business	business	NOUN
cblr-1758	586	7	law	law	PROPN
cblr-1758	586	8	review	review	NOUN
cblr-1758	587	1	[	[	X
cblr-1758	587	2	vol	vol	NOUN
cblr-1758	587	3	.	.	NOUN
cblr-1758	587	4	2015	2015	NUM
cblr-1758	587	5	registrants	registrant	NOUN
cblr-1758	587	6	to	to	PART
cblr-1758	587	7	receive	receive	VERB
cblr-1758	587	8	training	training	NOUN
cblr-1758	587	9	on	on	ADP
cblr-1758	587	10	a	a	DET
cblr-1758	587	11	periodic	periodic	ADJ
cblr-1758	587	12	basis	basis	NOUN
cblr-1758	587	13	because	because	SCONJ
cblr-1758	587	14	“	"	PUNCT
cblr-1758	587	15	it	it	PRON
cblr-1758	587	16	is	be	AUX
cblr-1758	587	17	the	the	DET
cblr-1758	587	18	intent	intent	NOUN
cblr-1758	587	19	of	of	ADP
cblr-1758	587	20	congress	congress	PROPN
cblr-1758	587	21	that	that	SCONJ
cblr-1758	587	22	[	[	X
cblr-1758	587	23	cftc	cftc	PROPN
cblr-1758	587	24	]	]	X
cblr-1758	587	25	registrants	registrant	NOUN
cblr-1758	587	26	remain	remain	VERB
cblr-1758	587	27	current	current	ADJ
cblr-1758	587	28	with	with	ADP
cblr-1758	587	29	regard	regard	NOUN
cblr-1758	587	30	to	to	ADP
cblr-1758	587	31	the	the	DET
cblr-1758	587	32	ethical	ethical	ADJ
cblr-1758	587	33	ramifications	ramification	NOUN
cblr-1758	587	34	of	of	ADP
cblr-1758	587	35	new	new	ADJ
cblr-1758	587	36	technology	technology	NOUN
cblr-1758	587	37	,	,	PUNCT
cblr-1758	587	38	commercial	commercial	ADJ
cblr-1758	587	39	practices	practice	NOUN
cblr-1758	587	40	,	,	PUNCT
cblr-1758	587	41	regulations	regulation	NOUN
cblr-1758	587	42	,	,	PUNCT
cblr-1758	587	43	or	or	CCONJ
cblr-1758	587	44	other	other	ADJ
cblr-1758	587	45	changes	change	NOUN
cblr-1758	587	46	.	.	PUNCT
cblr-1758	588	1	”141	”141	NOUN
cblr-1758	589	1	moreover	moreover	ADV
cblr-1758	589	2	,	,	PUNCT
cblr-1758	589	3	appendix	appendix	X
cblr-1758	589	4	b	b	NOUN
cblr-1758	589	5	states	state	NOUN
cblr-1758	589	6	that	that	SCONJ
cblr-1758	589	7	,	,	PUNCT
cblr-1758	589	8	“	"	PUNCT
cblr-1758	589	9	the	the	DET
cblr-1758	589	10	goal	goal	NOUN
cblr-1758	589	11	[	[	X
cblr-1758	589	12	of	of	ADP
cblr-1758	589	13	registrants	registrant	NOUN
cblr-1758	589	14	]	]	PUNCT
cblr-1758	589	15	should	should	AUX
cblr-1758	589	16	be	be	AUX
cblr-1758	589	17	a	a	DET
cblr-1758	589	18	continuous	continuous	ADJ
cblr-1758	589	19	awareness	awareness	NOUN
cblr-1758	589	20	of	of	ADP
cblr-1758	589	21	changing	change	VERB
cblr-1758	589	22	industry	industry	NOUN
cblr-1758	589	23	standards	standard	NOUN
cblr-1758	589	24	”	"	PUNCT
cblr-1758	589	25	because	because	SCONJ
cblr-1758	589	26	“	"	PUNCT
cblr-1758	589	27	[	[	X
cblr-1758	589	28	a	a	X
cblr-1758	589	29	]	]	X
cblr-1758	589	30	corporate	corporate	ADJ
cblr-1758	589	31	culture	culture	NOUN
cblr-1758	589	32	to	to	PART
cblr-1758	589	33	maintain	maintain	VERB
cblr-1758	589	34	high	high	ADJ
cblr-1758	589	35	ethical	ethical	ADJ
cblr-1758	589	36	standards	standard	NOUN
cblr-1758	589	37	should	should	AUX
cblr-1758	589	38	be	be	AUX
cblr-1758	589	39	established	establish	VERB
cblr-1758	589	40	on	on	ADP
cblr-1758	589	41	a	a	DET
cblr-1758	589	42	continuing	continue	VERB
cblr-1758	589	43	basis	basis	NOUN
cblr-1758	589	44	.	.	PUNCT
cblr-1758	590	1	”142	”142	PRON
cblr-1758	590	2	while	while	SCONJ
cblr-1758	590	3	some	some	DET
cblr-1758	590	4	ethical	ethical	ADJ
cblr-1758	590	5	issues	issue	NOUN
cblr-1758	590	6	will	will	AUX
cblr-1758	590	7	be	be	AUX
cblr-1758	590	8	common	common	ADJ
cblr-1758	590	9	to	to	ADP
cblr-1758	590	10	all	all	DET
cblr-1758	590	11	categories	category	NOUN
cblr-1758	590	12	of	of	ADP
cblr-1758	590	13	registrants	registrant	NOUN
cblr-1758	590	14	,	,	PUNCT
cblr-1758	590	15	ethics	ethic	NOUN
cblr-1758	590	16	training	training	NOUN
cblr-1758	590	17	“	"	PUNCT
cblr-1758	590	18	should	should	AUX
cblr-1758	590	19	be	be	AUX
cblr-1758	590	20	focused	focus	VERB
cblr-1758	590	21	to	to	ADP
cblr-1758	590	22	some	some	DET
cblr-1758	590	23	extent	extent	NOUN
cblr-1758	590	24	on	on	ADP
cblr-1758	590	25	a	a	DET
cblr-1758	590	26	person	person	NOUN
cblr-1758	590	27	’s	’s	PART
cblr-1758	590	28	registration	registration	NOUN
cblr-1758	590	29	category	category	NOUN
cblr-1758	590	30	.	.	PUNCT
cblr-1758	591	1	”143	”143	VERB
cblr-1758	591	2	key	key	ADJ
cblr-1758	591	3	topics	topic	NOUN
cblr-1758	591	4	to	to	PART
cblr-1758	591	5	be	be	AUX
cblr-1758	591	6	covered	cover	VERB
cblr-1758	591	7	in	in	ADP
cblr-1758	591	8	training	training	NOUN
cblr-1758	591	9	include	include	VERB
cblr-1758	591	10	the	the	DET
cblr-1758	591	11	importance	importance	NOUN
cblr-1758	591	12	of	of	ADP
cblr-1758	591	13	acting	act	VERB
cblr-1758	591	14	honestly	honestly	ADV
cblr-1758	591	15	,	,	PUNCT
cblr-1758	591	16	fairly	fairly	ADV
cblr-1758	591	17	,	,	PUNCT
cblr-1758	591	18	and	and	CCONJ
cblr-1758	591	19	with	with	ADP
cblr-1758	591	20	due	due	ADJ
cblr-1758	591	21	care	care	NOUN
cblr-1758	591	22	in	in	ADP
cblr-1758	591	23	the	the	DET
cblr-1758	591	24	best	good	ADJ
cblr-1758	591	25	interests	interest	NOUN
cblr-1758	591	26	of	of	ADP
cblr-1758	591	27	customers	customer	NOUN
cblr-1758	591	28	and	and	CCONJ
cblr-1758	591	29	methods	method	NOUN
cblr-1758	591	30	to	to	PART
cblr-1758	591	31	implement	implement	VERB
cblr-1758	591	32	effective	effective	ADJ
cblr-1758	591	33	supervisory	supervisory	ADJ
cblr-1758	591	34	systems	system	NOUN
cblr-1758	591	35	and	and	CCONJ
cblr-1758	591	36	internal	internal	ADJ
cblr-1758	591	37	controls.144	controls.144	PROPN
cblr-1758	591	38	d.	d.	NOUN
cblr-1758	591	39	supervisory	supervisory	ADJ
cblr-1758	591	40	responsibilities	responsibility	NOUN
cblr-1758	591	41	for	for	ADP
cblr-1758	591	42	registrants	registrant	NOUN
cblr-1758	591	43	compulsory	compulsory	ADJ
cblr-1758	591	44	registration	registration	NOUN
cblr-1758	591	45	of	of	ADP
cblr-1758	591	46	futures	future	NOUN
cblr-1758	591	47	market	market	NOUN
cblr-1758	591	48	intermediaries	intermediary	NOUN
cblr-1758	591	49	also	also	ADV
cblr-1758	591	50	serves	serve	VERB
cblr-1758	591	51	a	a	DET
cblr-1758	591	52	customer	customer	NOUN
cblr-1758	591	53	-	-	PUNCT
cblr-1758	591	54	protection	protection	NOUN
cblr-1758	591	55	function	function	NOUN
cblr-1758	591	56	because	because	SCONJ
cblr-1758	591	57	cftc	cftc	PROPN
cblr-1758	591	58	regulations	regulation	NOUN
cblr-1758	591	59	require	require	VERB
cblr-1758	591	60	registrants	registrant	NOUN
cblr-1758	591	61	(	(	PUNCT
cblr-1758	591	62	except	except	SCONJ
cblr-1758	591	63	for	for	ADP
cblr-1758	591	64	aps	ap	NOUN
cblr-1758	591	65	without	without	ADP
cblr-1758	591	66	supervisory	supervisory	ADJ
cblr-1758	591	67	authority	authority	NOUN
cblr-1758	591	68	)	)	PUNCT
cblr-1758	591	69	to	to	PART
cblr-1758	591	70	supervise	supervise	VERB
cblr-1758	591	71	diligently	diligently	ADV
cblr-1758	591	72	their	their	PRON
cblr-1758	591	73	officers	officer	NOUN
cblr-1758	591	74	,	,	PUNCT
cblr-1758	591	75	employees	employee	NOUN
cblr-1758	591	76	,	,	PUNCT
cblr-1758	591	77	and	and	CCONJ
cblr-1758	591	78	agents	agent	NOUN
cblr-1758	591	79	.	.	PUNCT
cblr-1758	592	1	specifically	specifically	ADV
cblr-1758	592	2	,	,	PUNCT
cblr-1758	592	3	cftc	cftc	PROPN
cblr-1758	592	4	regulation	regulation	VERB
cblr-1758	592	5	166.3	166.3	NUM
cblr-1758	592	6	states	state	NOUN
cblr-1758	592	7	the	the	DET
cblr-1758	592	8	following	following	NOUN
cblr-1758	592	9	:	:	PUNCT
cblr-1758	592	10	each	each	DET
cblr-1758	592	11	[	[	X
cblr-1758	592	12	cftc	cftc	X
cblr-1758	592	13	]	]	PUNCT
cblr-1758	592	14	registrant	registrant	NOUN
cblr-1758	592	15	,	,	PUNCT
cblr-1758	592	16	except	except	SCONJ
cblr-1758	592	17	an	an	DET
cblr-1758	592	18	associated	associated	ADJ
cblr-1758	592	19	person	person	NOUN
cblr-1758	592	20	who	who	PRON
cblr-1758	592	21	has	have	VERB
cblr-1758	592	22	no	no	DET
cblr-1758	592	23	supervisory	supervisory	ADJ
cblr-1758	592	24	duties	duty	NOUN
cblr-1758	592	25	,	,	PUNCT
cblr-1758	592	26	must	must	AUX
cblr-1758	592	27	diligently	diligently	ADV
cblr-1758	592	28	supervise	supervise	VERB
cblr-1758	592	29	the	the	DET
cblr-1758	592	30	handling	handling	NOUN
cblr-1758	592	31	by	by	ADP
cblr-1758	592	32	its	its	PRON
cblr-1758	592	33	partners	partner	NOUN
cblr-1758	592	34	,	,	PUNCT
cblr-1758	592	35	officers	officer	NOUN
cblr-1758	592	36	,	,	PUNCT
cblr-1758	592	37	employees	employee	NOUN
cblr-1758	592	38	and	and	CCONJ
cblr-1758	592	39	agents	agent	NOUN
cblr-1758	592	40	(	(	PUNCT
cblr-1758	592	41	or	or	CCONJ
cblr-1758	592	42	persons	person	NOUN
cblr-1758	592	43	occupying	occupy	VERB
cblr-1758	592	44	a	a	DET
cblr-1758	592	45	similar	similar	ADJ
cblr-1758	592	46	status	status	NOUN
cblr-1758	592	47	or	or	CCONJ
cblr-1758	592	48	performing	perform	VERB
cblr-1758	592	49	a	a	DET
cblr-1758	592	50	similar	similar	ADJ
cblr-1758	592	51	function	function	NOUN
cblr-1758	592	52	)	)	PUNCT
cblr-1758	592	53	of	of	ADP
cblr-1758	592	54	all	all	DET
cblr-1758	592	55	commodity	commodity	NOUN
cblr-1758	592	56	interest	interest	NOUN
cblr-1758	592	57	accounts	account	NOUN
cblr-1758	592	58	carried	carry	VERB
cblr-1758	592	59	,	,	PUNCT
cblr-1758	592	60	operated	operate	VERB
cblr-1758	592	61	,	,	PUNCT
cblr-1758	592	62	advised	advise	VERB
cblr-1758	592	63	or	or	CCONJ
cblr-1758	592	64	introduced	introduce	VERB
cblr-1758	592	65	by	by	ADP
cblr-1758	592	66	the	the	DET
cblr-1758	592	67	registrant	registrant	NOUN
cblr-1758	592	68	and	and	CCONJ
cblr-1758	592	69	all	all	DET
cblr-1758	592	70	other	other	ADJ
cblr-1758	592	71	activities	activity	NOUN
cblr-1758	592	72	of	of	ADP
cblr-1758	592	73	its	its	PRON
cblr-1758	592	74	partners	partner	NOUN
cblr-1758	592	75	,	,	PUNCT
cblr-1758	592	76	officers	officer	NOUN
cblr-1758	592	77	,	,	PUNCT
cblr-1758	592	78	employees	employee	NOUN
cblr-1758	592	79	and	and	CCONJ
cblr-1758	592	80	141	141	NUM
cblr-1758	592	81	i	i	PRON
cblr-1758	592	82	d.	d.	PROPN
cblr-1758	592	83	142	142	NUM
cblr-1758	593	1	i	i	PRON
cblr-1758	593	2	d.	d.	PROPN
cblr-1758	593	3	“	"	PUNCT
cblr-1758	593	4	with	with	ADP
cblr-1758	593	5	regard	regard	NOUN
cblr-1758	593	6	to	to	ADP
cblr-1758	593	7	the	the	DET
cblr-1758	593	8	frequency	frequency	NOUN
cblr-1758	593	9	and	and	CCONJ
cblr-1758	593	10	duration	duration	NOUN
cblr-1758	593	11	of	of	ADP
cblr-1758	593	12	ethics	ethic	NOUN
cblr-1758	593	13	training	training	NOUN
cblr-1758	593	14	,	,	PUNCT
cblr-1758	593	15	it	it	PRON
cblr-1758	593	16	is	be	AUX
cblr-1758	593	17	permissible	permissible	ADJ
cblr-1758	593	18	for	for	SCONJ
cblr-1758	593	19	a	a	DET
cblr-1758	593	20	firm	firm	NOUN
cblr-1758	593	21	to	to	PART
cblr-1758	593	22	require	require	VERB
cblr-1758	593	23	training	training	NOUN
cblr-1758	593	24	on	on	ADP
cblr-1758	593	25	whatever	whatever	DET
cblr-1758	593	26	periodic	periodic	ADJ
cblr-1758	593	27	basis	basis	NOUN
cblr-1758	593	28	and	and	CCONJ
cblr-1758	593	29	duration	duration	NOUN
cblr-1758	593	30	the	the	DET
cblr-1758	593	31	registrant	registrant	NOUN
cblr-1758	593	32	(	(	PUNCT
cblr-1758	593	33	and	and	CCONJ
cblr-1758	593	34	relevant	relevant	ADJ
cblr-1758	593	35	self	self	NOUN
cblr-1758	593	36	-	-	PUNCT
cblr-1758	593	37	regulatory	regulatory	ADJ
cblr-1758	593	38	organizations	organization	NOUN
cblr-1758	593	39	)	)	PUNCT
cblr-1758	593	40	deems	deem	VERB
cblr-1758	593	41	appropriate	appropriate	ADJ
cblr-1758	593	42	.	.	PUNCT
cblr-1758	593	43	”	"	PUNCT
cblr-1758	594	1	i	i	PRON
cblr-1758	594	2	d.	d.	PROPN
cblr-1758	594	3	143	143	NUM
cblr-1758	595	1	i	i	PRON
cblr-1758	595	2	d.	d.	PROPN
cblr-1758	595	3	144	144	NUM
cblr-1758	596	1	i	i	PROPN
cblr-1758	596	2	d.	d.	PROPN
cblr-1758	596	3	scopino	scopino	VERB
cblr-1758	596	4	–	–	PUNCT
cblr-1758	596	5	final	final	ADJ
cblr-1758	596	6	no	no	NOUN
cblr-1758	596	7	.	.	PUNCT
cblr-1758	597	1	2:439	2:439	NUM
cblr-1758	597	2	]	]	X
cblr-1758	597	3	the	the	DET
cblr-1758	597	4	second	second	ADJ
cblr-1758	597	5	machine	machine	NOUN
cblr-1758	597	6	age	age	NOUN
cblr-1758	597	7	475	475	NUM
cblr-1758	597	8	agents	agent	NOUN
cblr-1758	597	9	(	(	PUNCT
cblr-1758	597	10	or	or	CCONJ
cblr-1758	597	11	persons	person	NOUN
cblr-1758	597	12	occupying	occupy	VERB
cblr-1758	597	13	a	a	DET
cblr-1758	597	14	similar	similar	ADJ
cblr-1758	597	15	status	status	NOUN
cblr-1758	597	16	or	or	CCONJ
cblr-1758	597	17	performing	perform	VERB
cblr-1758	597	18	a	a	DET
cblr-1758	597	19	similar	similar	ADJ
cblr-1758	597	20	function	function	NOUN
cblr-1758	597	21	)	)	PUNCT
cblr-1758	597	22	relating	relate	VERB
cblr-1758	597	23	to	to	ADP
cblr-1758	597	24	its	its	PRON
cblr-1758	597	25	business	business	NOUN
cblr-1758	597	26	as	as	ADP
cblr-1758	597	27	a	a	DET
cblr-1758	597	28	[	[	X
cblr-1758	597	29	cftc	cftc	X
cblr-1758	597	30	]	]	X
cblr-1758	597	31	registrant.145	registrant.145	VERB
cblr-1758	597	32	the	the	DET
cblr-1758	597	33	objective	objective	NOUN
cblr-1758	597	34	of	of	ADP
cblr-1758	597	35	the	the	DET
cblr-1758	597	36	cftc	cftc	PROPN
cblr-1758	597	37	’s	’s	PART
cblr-1758	597	38	supervisory	supervisory	ADJ
cblr-1758	597	39	requirement	requirement	NOUN
cblr-1758	597	40	is	be	AUX
cblr-1758	597	41	to	to	PART
cblr-1758	597	42	protect	protect	VERB
cblr-1758	597	43	customers	customer	NOUN
cblr-1758	597	44	from	from	ADP
cblr-1758	597	45	fraudulent	fraudulent	ADJ
cblr-1758	597	46	or	or	CCONJ
cblr-1758	597	47	manipulative	manipulative	ADJ
cblr-1758	597	48	activities	activity	NOUN
cblr-1758	597	49	by	by	ADP
cblr-1758	597	50	cftc	cftc	PROPN
cblr-1758	597	51	registrants.146	registrants.146	PROPN
cblr-1758	597	52	in	in	ADP
cblr-1758	597	53	adopting	adopt	VERB
cblr-1758	597	54	regulation	regulation	NOUN
cblr-1758	597	55	166.3	166.3	NUM
cblr-1758	597	56	in	in	ADP
cblr-1758	597	57	1978	1978	NUM
cblr-1758	597	58	,	,	PUNCT
cblr-1758	597	59	the	the	DET
cblr-1758	597	60	cftc	cftc	PROPN
cblr-1758	597	61	explicitly	explicitly	ADV
cblr-1758	597	62	rejected	reject	VERB
cblr-1758	597	63	the	the	DET
cblr-1758	597	64	concept	concept	NOUN
cblr-1758	597	65	of	of	ADP
cblr-1758	597	66	a	a	DET
cblr-1758	597	67	rule	rule	NOUN
cblr-1758	597	68	with	with	ADP
cblr-1758	597	69	a	a	DET
cblr-1758	597	70	list	list	NOUN
cblr-1758	597	71	of	of	ADP
cblr-1758	597	72	specific	specific	ADJ
cblr-1758	597	73	supervisory	supervisory	ADJ
cblr-1758	597	74	requirements	requirement	NOUN
cblr-1758	597	75	,	,	PUNCT
cblr-1758	597	76	as	as	SCONJ
cblr-1758	597	77	had	have	AUX
cblr-1758	597	78	been	be	AUX
cblr-1758	597	79	included	include	VERB
cblr-1758	597	80	in	in	ADP
cblr-1758	597	81	the	the	DET
cblr-1758	597	82	proposed	propose	VERB
cblr-1758	597	83	rule,147	rule,147	NOUN
cblr-1758	597	84	and	and	CCONJ
cblr-1758	597	85	instead	instead	ADV
cblr-1758	597	86	promulgated	promulgate	VERB
cblr-1758	597	87	a	a	DET
cblr-1758	597	88	rule	rule	NOUN
cblr-1758	597	89	with	with	ADP
cblr-1758	597	90	a	a	DET
cblr-1758	597	91	broad	broad	ADJ
cblr-1758	597	92	,	,	PUNCT
cblr-1758	597	93	open	open	ADV
cblr-1758	597	94	-	-	PUNCT
cblr-1758	597	95	ended	end	VERB
cblr-1758	597	96	supervisory	supervisory	ADJ
cblr-1758	597	97	duty.148	duty.148	PROPN
cblr-1758	597	98	in	in	ADP
cblr-1758	597	99	practice	practice	NOUN
cblr-1758	597	100	,	,	PUNCT
cblr-1758	597	101	the	the	DET
cblr-1758	597	102	open	open	ADV
cblr-1758	597	103	-	-	PUNCT
cblr-1758	597	104	ended	end	VERB
cblr-1758	597	105	nature	nature	NOUN
cblr-1758	597	106	of	of	ADP
cblr-1758	597	107	regulation	regulation	NOUN
cblr-1758	597	108	166.3	166.3	NUM
cblr-1758	597	109	has	have	AUX
cblr-1758	597	110	provided	provide	VERB
cblr-1758	597	111	the	the	DET
cblr-1758	597	112	cftc	cftc	PROPN
cblr-1758	597	113	with	with	ADP
cblr-1758	597	114	flexibility	flexibility	NOUN
cblr-1758	597	115	to	to	PART
cblr-1758	597	116	bring	bring	VERB
cblr-1758	597	117	enforcement	enforcement	NOUN
cblr-1758	597	118	actions	action	NOUN
cblr-1758	597	119	for	for	ADP
cblr-1758	597	120	supervisory	supervisory	ADJ
cblr-1758	597	121	failures	failure	NOUN
cblr-1758	597	122	that	that	PRON
cblr-1758	597	123	are	be	AUX
cblr-1758	597	124	not	not	PART
cblr-1758	597	125	limited	limit	VERB
cblr-1758	597	126	to	to	ADP
cblr-1758	597	127	specific	specific	ADJ
cblr-1758	597	128	,	,	PUNCT
cblr-1758	597	129	enumerated	enumerate	VERB
cblr-1758	597	130	statutory	statutory	ADJ
cblr-1758	597	131	provisions	provision	NOUN
cblr-1758	597	132	or	or	CCONJ
cblr-1758	597	133	regulatory	regulatory	ADJ
cblr-1758	597	134	requirements.149	requirements.149	NOUN
cblr-1758	597	135	145	145	NUM
cblr-1758	597	136	17	17	NUM
cblr-1758	597	137	c.f.r	c.f.r	NOUN
cblr-1758	597	138	.	.	PUNCT
cblr-1758	598	1	§	§	PROPN
cblr-1758	598	2	166.3	166.3	NUM
cblr-1758	598	3	(	(	PUNCT
cblr-1758	598	4	2014	2014	NUM
cblr-1758	598	5	)	)	PUNCT
cblr-1758	598	6	.	.	PUNCT
cblr-1758	599	1	146	146	NUM
cblr-1758	599	2	sanchez	sanchez	PROPN
cblr-1758	599	3	v.	v.	PROPN
cblr-1758	599	4	crown	crown	PROPN
cblr-1758	599	5	,	,	PUNCT
cblr-1758	599	6	no	no	INTJ
cblr-1758	599	7	.	.	NOUN
cblr-1758	599	8	02	02	NUM
cblr-1758	599	9	-	-	PUNCT
cblr-1758	599	10	r050	r050	PROPN
cblr-1758	599	11	,	,	PUNCT
cblr-1758	599	12	comm	comm	NOUN
cblr-1758	599	13	.	.	PUNCT
cblr-1758	600	1	fut	fut	PROPN
cblr-1758	600	2	.	.	PUNCT
cblr-1758	601	1	l.	l.	PROPN
cblr-1758	601	2	rep	rep	PROPN
cblr-1758	601	3	.	.	PROPN
cblr-1758	601	4	(	(	PUNCT
cblr-1758	601	5	cch	cch	PROPN
cblr-1758	601	6	)	)	PUNCT
cblr-1758	601	7	¶	¶	NUM
cblr-1758	601	8	30,183	30,183	NUM
cblr-1758	601	9	,	,	PUNCT
cblr-1758	601	10	2006	2006	NUM
cblr-1758	601	11	wl	wl	NOUN
cblr-1758	601	12	156743	156743	NUM
cblr-1758	601	13	,	,	PUNCT
cblr-1758	601	14	at	at	ADP
cblr-1758	601	15	*	*	NOUN
cblr-1758	601	16	8	8	NUM
cblr-1758	601	17	(	(	PUNCT
cblr-1758	601	18	cftc	cftc	PROPN
cblr-1758	601	19	jan	jan	PROPN
cblr-1758	601	20	.	.	PROPN
cblr-1758	601	21	18	18	NUM
cblr-1758	601	22	,	,	PUNCT
cblr-1758	601	23	2006	2006	NUM
cblr-1758	601	24	)	)	PUNCT
cblr-1758	601	25	(	(	PUNCT
cblr-1758	601	26	stating	state	VERB
cblr-1758	601	27	that	that	SCONJ
cblr-1758	601	28	“	"	PUNCT
cblr-1758	601	29	[	[	X
cblr-1758	601	30	t]he	t]he	ADV
cblr-1758	601	31	objective	objective	NOUN
cblr-1758	601	32	of	of	ADP
cblr-1758	601	33	regulation	regulation	NOUN
cblr-1758	601	34	166.3	166.3	NUM
cblr-1758	601	35	is	be	AUX
cblr-1758	601	36	to	to	PART
cblr-1758	601	37	protect	protect	VERB
cblr-1758	601	38	customers	customer	NOUN
cblr-1758	601	39	from	from	ADP
cblr-1758	601	40	fraudulent	fraudulent	ADJ
cblr-1758	601	41	or	or	CCONJ
cblr-1758	601	42	manipulative	manipulative	ADJ
cblr-1758	601	43	activities	activity	NOUN
cblr-1758	601	44	of	of	ADP
cblr-1758	601	45	[	[	X
cblr-1758	601	46	cftc	cftc	PROPN
cblr-1758	601	47	]	]	PUNCT
cblr-1758	601	48	registrants	registrant	NOUN
cblr-1758	601	49	”	"	PUNCT
cblr-1758	601	50	)	)	PUNCT
cblr-1758	601	51	(	(	PUNCT
cblr-1758	601	52	citations	citation	NOUN
cblr-1758	601	53	omitted	omit	VERB
cblr-1758	601	54	)	)	PUNCT
cblr-1758	601	55	;	;	PUNCT
cblr-1758	601	56	in	in	ADP
cblr-1758	601	57	re	re	PRON
cblr-1758	601	58	sogemin	sogemin	PROPN
cblr-1758	601	59	metals	metal	NOUN
cblr-1758	601	60	,	,	PUNCT
cblr-1758	601	61	inc	inc	PROPN
cblr-1758	601	62	.	.	PROPN
cblr-1758	601	63	,	,	PUNCT
cblr-1758	601	64	no	no	INTJ
cblr-1758	601	65	.	.	NOUN
cblr-1758	601	66	00	00	NUM
cblr-1758	601	67	-	-	PUNCT
cblr-1758	601	68	04	04	NUM
cblr-1758	601	69	,	,	PUNCT
cblr-1758	601	70	comm	comm	NOUN
cblr-1758	601	71	.	.	PUNCT
cblr-1758	602	1	fut	fut	PROPN
cblr-1758	602	2	.	.	PUNCT
cblr-1758	603	1	l.	l.	PROPN
cblr-1758	603	2	rep	rep	PROPN
cblr-1758	603	3	.	.	PROPN
cblr-1758	603	4	(	(	PUNCT
cblr-1758	603	5	cch	cch	PROPN
cblr-1758	603	6	)	)	PUNCT
cblr-1758	603	7	¶	¶	PROPN
cblr-1758	603	8	28,008	28,008	NUM
cblr-1758	603	9	,	,	PUNCT
cblr-1758	603	10	2000	2000	NUM
cblr-1758	603	11	wl	wl	NOUN
cblr-1758	603	12	136059	136059	NUM
cblr-1758	603	13	,	,	PUNCT
cblr-1758	603	14	at	at	ADP
cblr-1758	603	15	*	*	NOUN
cblr-1758	603	16	5	5	NUM
cblr-1758	603	17	(	(	PUNCT
cblr-1758	603	18	cftc	cftc	PROPN
cblr-1758	603	19	feb	feb	PROPN
cblr-1758	603	20	.	.	PROPN
cblr-1758	603	21	7	7	NUM
cblr-1758	603	22	,	,	PUNCT
cblr-1758	603	23	2000	2000	NUM
cblr-1758	603	24	)	)	PUNCT
cblr-1758	603	25	(	(	PUNCT
cblr-1758	603	26	involving	involve	VERB
cblr-1758	603	27	a	a	DET
cblr-1758	603	28	respondent	respondent	NOUN
cblr-1758	603	29	who	who	PRON
cblr-1758	603	30	lacked	lack	VERB
cblr-1758	603	31	adequate	adequate	ADJ
cblr-1758	603	32	controls	control	NOUN
cblr-1758	603	33	in	in	ADP
cblr-1758	603	34	place	place	NOUN
cblr-1758	603	35	to	to	PART
cblr-1758	603	36	deter	deter	VERB
cblr-1758	603	37	or	or	CCONJ
cblr-1758	603	38	detect	detect	VERB
cblr-1758	603	39	a	a	DET
cblr-1758	603	40	kickback	kickback	NOUN
cblr-1758	603	41	scheme	scheme	NOUN
cblr-1758	603	42	;	;	PUNCT
cblr-1758	603	43	respondent	respondent	NOUN
cblr-1758	603	44	had	have	VERB
cblr-1758	603	45	no	no	DET
cblr-1758	603	46	affirmative	affirmative	ADJ
cblr-1758	603	47	compliance	compliance	NOUN
cblr-1758	603	48	program	program	NOUN
cblr-1758	603	49	or	or	CCONJ
cblr-1758	603	50	compliance	compliance	NOUN
cblr-1758	603	51	manual	manual	NOUN
cblr-1758	603	52	,	,	PUNCT
cblr-1758	603	53	and	and	CCONJ
cblr-1758	603	54	compliance	compliance	NOUN
cblr-1758	603	55	responsibilities	responsibility	NOUN
cblr-1758	603	56	were	be	AUX
cblr-1758	603	57	handled	handle	VERB
cblr-1758	603	58	by	by	ADP
cblr-1758	603	59	compliance	compliance	NOUN
cblr-1758	603	60	officers	officer	NOUN
cblr-1758	603	61	in	in	ADP
cblr-1758	603	62	london	london	PROPN
cblr-1758	603	63	)	)	PUNCT
cblr-1758	603	64	.	.	PUNCT
cblr-1758	604	1	see	see	VERB
cblr-1758	604	2	adoption	adoption	NOUN
cblr-1758	604	3	of	of	ADP
cblr-1758	604	4	customer	customer	NOUN
cblr-1758	604	5	protection	protection	NOUN
cblr-1758	604	6	rules	rule	NOUN
cblr-1758	604	7	,	,	PUNCT
cblr-1758	604	8	43	43	NUM
cblr-1758	604	9	fed	feed	VERB
cblr-1758	604	10	.	.	PUNCT
cblr-1758	605	1	reg	reg	PROPN
cblr-1758	605	2	.	.	PROPN
cblr-1758	605	3	31,886	31,886	NUM
cblr-1758	605	4	,	,	PUNCT
cblr-1758	605	5	31,889	31,889	NUM
cblr-1758	605	6	(	(	PUNCT
cblr-1758	605	7	july	july	PROPN
cblr-1758	605	8	24	24	NUM
cblr-1758	605	9	,	,	PUNCT
cblr-1758	605	10	1978	1978	NUM
cblr-1758	605	11	)	)	PUNCT
cblr-1758	606	1	(	(	PUNCT
cblr-1758	606	2	to	to	PART
cblr-1758	606	3	be	be	AUX
cblr-1758	606	4	codified	codify	VERB
cblr-1758	606	5	at	at	ADP
cblr-1758	606	6	17	17	NUM
cblr-1758	606	7	c.f.r	c.f.r	NOUN
cblr-1758	606	8	.	.	PUNCT
cblr-1758	607	1	pt	pt	PROPN
cblr-1758	607	2	.	.	PROPN
cblr-1758	607	3	166	166	NUM
cblr-1758	607	4	)	)	PUNCT
cblr-1758	607	5	(	(	PUNCT
cblr-1758	607	6	stating	state	VERB
cblr-1758	607	7	,	,	PUNCT
cblr-1758	607	8	in	in	ADP
cblr-1758	607	9	the	the	DET
cblr-1758	607	10	federal	federal	ADJ
cblr-1758	607	11	register	register	NOUN
cblr-1758	607	12	adopting	adopt	VERB
cblr-1758	607	13	release	release	NOUN
cblr-1758	607	14	for	for	ADP
cblr-1758	607	15	regulation	regulation	NOUN
cblr-1758	607	16	166.3	166.3	NUM
cblr-1758	607	17	,	,	PUNCT
cblr-1758	607	18	that	that	SCONJ
cblr-1758	607	19	“	"	PUNCT
cblr-1758	607	20	[	[	X
cblr-1758	607	21	t]he	t]he	ADV
cblr-1758	607	22	basic	basic	ADJ
cblr-1758	607	23	purpose	purpose	NOUN
cblr-1758	607	24	of	of	ADP
cblr-1758	607	25	the	the	DET
cblr-1758	607	26	rule	rule	NOUN
cblr-1758	607	27	is	be	AUX
cblr-1758	607	28	to	to	PART
cblr-1758	607	29	protect	protect	VERB
cblr-1758	607	30	customers	customer	NOUN
cblr-1758	607	31	by	by	ADP
cblr-1758	607	32	ensuring	ensure	VERB
cblr-1758	607	33	that	that	SCONJ
cblr-1758	607	34	their	their	PRON
cblr-1758	607	35	dealings	dealing	NOUN
cblr-1758	607	36	with	with	ADP
cblr-1758	607	37	the	the	DET
cblr-1758	607	38	employees	employee	NOUN
cblr-1758	607	39	of	of	ADP
cblr-1758	607	40	[	[	X
cblr-1758	607	41	cftc	cftc	PROPN
cblr-1758	607	42	]	]	X
cblr-1758	607	43	registrants	registrant	NOUN
cblr-1758	607	44	will	will	AUX
cblr-1758	607	45	be	be	AUX
cblr-1758	607	46	reviewed	review	VERB
cblr-1758	607	47	by	by	ADP
cblr-1758	607	48	other	other	ADJ
cblr-1758	607	49	officials	official	NOUN
cblr-1758	607	50	in	in	ADP
cblr-1758	607	51	the	the	DET
cblr-1758	607	52	firm	firm	NOUN
cblr-1758	607	53	”	"	PUNCT
cblr-1758	607	54	)	)	PUNCT
cblr-1758	607	55	.	.	PUNCT
cblr-1758	608	1	147	147	NUM
cblr-1758	608	2	see	see	VERB
cblr-1758	608	3	adoption	adoption	NOUN
cblr-1758	608	4	of	of	ADP
cblr-1758	608	5	customer	customer	NOUN
cblr-1758	608	6	protection	protection	NOUN
cblr-1758	608	7	rules	rule	NOUN
cblr-1758	608	8	,	,	PUNCT
cblr-1758	608	9	43	43	NUM
cblr-1758	608	10	fed	fed	PROPN
cblr-1758	608	11	.	.	PUNCT
cblr-1758	609	1	reg	reg	PROPN
cblr-1758	609	2	.	.	PUNCT
cblr-1758	610	1	at	at	ADP
cblr-1758	610	2	31,886	31,886	NUM
cblr-1758	610	3	,	,	PUNCT
cblr-1758	610	4	31,889	31,889	NUM
cblr-1758	610	5	(	(	PUNCT
cblr-1758	610	6	referring	refer	VERB
cblr-1758	610	7	to	to	ADP
cblr-1758	610	8	the	the	DET
cblr-1758	610	9	specific	specific	ADJ
cblr-1758	610	10	supervisory	supervisory	ADJ
cblr-1758	610	11	proposals	proposal	NOUN
cblr-1758	610	12	in	in	ADP
cblr-1758	610	13	protection	protection	NOUN
cblr-1758	610	14	of	of	ADP
cblr-1758	610	15	commodity	commodity	NOUN
cblr-1758	610	16	customers	customer	NOUN
cblr-1758	610	17	,	,	PUNCT
cblr-1758	610	18	42	42	NUM
cblr-1758	610	19	fed	feed	VERB
cblr-1758	610	20	.	.	PUNCT
cblr-1758	611	1	reg	reg	PROPN
cblr-1758	611	2	.	.	PUNCT
cblr-1758	612	1	44,742	44,742	NUM
cblr-1758	612	2	(	(	PUNCT
cblr-1758	612	3	proposed	propose	VERB
cblr-1758	612	4	sept	sept	PROPN
cblr-1758	612	5	.	.	PROPN
cblr-1758	612	6	6	6	NUM
cblr-1758	612	7	,	,	PUNCT
cblr-1758	612	8	1977	1977	NUM
cblr-1758	612	9	)	)	PUNCT
cblr-1758	612	10	)	)	PUNCT
cblr-1758	612	11	.	.	PUNCT
cblr-1758	613	1	148	148	NUM
cblr-1758	613	2	i	i	PRON
cblr-1758	613	3	d.	d.	PROPN
cblr-1758	613	4	at	at	ADP
cblr-1758	613	5	31,889	31,889	NUM
cblr-1758	613	6	(	(	PUNCT
cblr-1758	613	7	stating	state	VERB
cblr-1758	613	8	that	that	DET
cblr-1758	613	9	regulation	regulation	NOUN
cblr-1758	613	10	166.3	166.3	NUM
cblr-1758	613	11	“	"	PUNCT
cblr-1758	613	12	establishes	establish	VERB
cblr-1758	613	13	a	a	DET
cblr-1758	613	14	general	general	ADJ
cblr-1758	613	15	supervision	supervision	NOUN
cblr-1758	613	16	requirement	requirement	NOUN
cblr-1758	613	17	for	for	ADP
cblr-1758	613	18	all	all	DET
cblr-1758	613	19	cftc	cftc	PROPN
cblr-1758	613	20	registrants	registrant	NOUN
cblr-1758	613	21	except	except	SCONJ
cblr-1758	613	22	associated	associated	ADJ
cblr-1758	613	23	persons	person	NOUN
cblr-1758	613	24	who	who	PRON
cblr-1758	613	25	have	have	VERB
cblr-1758	613	26	no	no	DET
cblr-1758	613	27	supervisory	supervisory	ADJ
cblr-1758	613	28	duties	duty	NOUN
cblr-1758	613	29	”	"	PUNCT
cblr-1758	613	30	)	)	PUNCT
cblr-1758	613	31	.	.	PUNCT
cblr-1758	614	1	149	149	NUM
cblr-1758	614	2	see	see	VERB
cblr-1758	614	3	,	,	PUNCT
cblr-1758	614	4	e.g.	e.g.	ADV
cblr-1758	614	5	,	,	PUNCT
cblr-1758	614	6	in	in	ADP
cblr-1758	614	7	re	re	PROPN
cblr-1758	614	8	fcstone	fcstone	PROPN
cblr-1758	614	9	llc	llc	PROPN
cblr-1758	614	10	,	,	PUNCT
cblr-1758	614	11	no	no	NOUN
cblr-1758	614	12	.	.	NOUN
cblr-1758	614	13	13	13	NUM
cblr-1758	614	14	-	-	SYM
cblr-1758	614	15	24	24	NUM
cblr-1758	614	16	,	,	PUNCT
cblr-1758	614	17	2013	2013	NUM
cblr-1758	614	18	wl	wl	NOUN
cblr-1758	614	19	2368539	2368539	NUM
cblr-1758	614	20	,	,	PUNCT
cblr-1758	614	21	at	at	ADP
cblr-1758	614	22	*	*	NOUN
cblr-1758	614	23	1	1	NUM
cblr-1758	614	24	–	–	SYM
cblr-1758	614	25	2	2	NUM
cblr-1758	614	26	,	,	PUNCT
cblr-1758	614	27	*	*	PUNCT
cblr-1758	614	28	5–6	5–6	NOUN
cblr-1758	614	29	(	(	PUNCT
cblr-1758	614	30	cftc	cftc	PROPN
cblr-1758	614	31	may	may	AUX
cblr-1758	614	32	29	29	NUM
cblr-1758	614	33	,	,	PUNCT
cblr-1758	614	34	2013	2013	NUM
cblr-1758	614	35	)	)	PUNCT
cblr-1758	614	36	(	(	PUNCT
cblr-1758	614	37	finding	find	VERB
cblr-1758	614	38	a	a	DET
cblr-1758	614	39	violation	violation	NOUN
cblr-1758	614	40	of	of	ADP
cblr-1758	614	41	regulation	regulation	NOUN
cblr-1758	614	42	166.3	166.3	NUM
cblr-1758	614	43	in	in	ADP
cblr-1758	614	44	connection	connection	NOUN
cblr-1758	614	45	with	with	ADP
cblr-1758	614	46	an	an	DET
cblr-1758	614	47	fcm	fcm	X
cblr-1758	614	48	’s	’s	PART
cblr-1758	614	49	insufficient	insufficient	ADJ
cblr-1758	614	50	policies	policy	NOUN
cblr-1758	614	51	and	and	CCONJ
cblr-1758	614	52	procedures	procedure	NOUN
cblr-1758	614	53	associated	associate	VERB
cblr-1758	614	54	with	with	ADP
cblr-1758	614	55	credit	credit	NOUN
cblr-1758	614	56	and	and	CCONJ
cblr-1758	614	57	concentration	concentration	NOUN
cblr-1758	614	58	risks	risk	NOUN
cblr-1758	614	59	and	and	CCONJ
cblr-1758	614	60	noting	note	VERB
cblr-1758	614	61	the	the	DET
cblr-1758	614	62	fcm	fcm	PROPN
cblr-1758	614	63	’s	’s	PART
cblr-1758	614	64	failure	failure	NOUN
cblr-1758	614	65	to	to	AUX
cblr-1758	614	66	scopino	scopino	NOUN
cblr-1758	614	67	–	–	PUNCT
cblr-1758	614	68	final	final	ADJ
cblr-1758	614	69	476	476	NUM
cblr-1758	614	70	columbia	columbia	PROPN
cblr-1758	614	71	business	business	NOUN
cblr-1758	614	72	law	law	PROPN
cblr-1758	614	73	review	review	NOUN
cblr-1758	614	74	[	[	X
cblr-1758	614	75	vol	vol	NOUN
cblr-1758	614	76	.	.	NOUN
cblr-1758	614	77	2015	2015	NUM
cblr-1758	614	78	iii	iii	NOUN
cblr-1758	614	79	.	.	PUNCT
cblr-1758	615	1	categories	category	NOUN
cblr-1758	615	2	of	of	ADP
cblr-1758	615	3	regulated	regulated	ADJ
cblr-1758	615	4	futures	future	NOUN
cblr-1758	615	5	market	market	NOUN
cblr-1758	615	6	intermediaries	intermediary	NOUN
cblr-1758	615	7	this	this	DET
cblr-1758	615	8	part	part	NOUN
cblr-1758	615	9	describes	describe	VERB
cblr-1758	615	10	the	the	DET
cblr-1758	615	11	legal	legal	ADJ
cblr-1758	615	12	definitions	definition	NOUN
cblr-1758	615	13	of	of	ADP
cblr-1758	615	14	several	several	ADJ
cblr-1758	615	15	different	different	ADJ
cblr-1758	615	16	categories	category	NOUN
cblr-1758	615	17	of	of	ADP
cblr-1758	615	18	regulated	regulated	ADJ
cblr-1758	615	19	intermediaries	intermediary	NOUN
cblr-1758	615	20	.	.	PUNCT
cblr-1758	616	1	the	the	DET
cblr-1758	616	2	cftc	cftc	PROPN
cblr-1758	616	3	typically	typically	ADV
cblr-1758	616	4	reads	read	VERB
cblr-1758	616	5	these	these	DET
cblr-1758	616	6	definitions	definition	NOUN
cblr-1758	616	7	broadly	broadly	ADV
cblr-1758	616	8	to	to	PART
cblr-1758	616	9	prevent	prevent	VERB
cblr-1758	616	10	evasion	evasion	NOUN
cblr-1758	616	11	of	of	ADP
cblr-1758	616	12	the	the	DET
cblr-1758	616	13	cea	cea	PROPN
cblr-1758	616	14	and	and	CCONJ
cblr-1758	616	15	the	the	DET
cblr-1758	616	16	accompanying	accompany	VERB
cblr-1758	616	17	regulations.150	regulations.150	ADP
cblr-1758	616	18	an	an	DET
cblr-1758	616	19	understanding	understanding	NOUN
cblr-1758	616	20	of	of	ADP
cblr-1758	616	21	these	these	DET
cblr-1758	616	22	definitions	definition	NOUN
cblr-1758	616	23	,	,	PUNCT
cblr-1758	616	24	along	along	ADP
cblr-1758	616	25	with	with	ADP
cblr-1758	616	26	the	the	DET
cblr-1758	616	27	history	history	NOUN
cblr-1758	616	28	of	of	ADP
cblr-1758	616	29	how	how	SCONJ
cblr-1758	616	30	each	each	DET
cblr-1758	616	31	category	category	NOUN
cblr-1758	616	32	came	come	VERB
cblr-1758	616	33	to	to	PART
cblr-1758	616	34	be	be	AUX
cblr-1758	616	35	regulated	regulate	VERB
cblr-1758	616	36	in	in	ADP
cblr-1758	616	37	the	the	DET
cblr-1758	616	38	first	first	ADJ
cblr-1758	616	39	instance	instance	NOUN
cblr-1758	616	40	,	,	PUNCT
cblr-1758	616	41	is	be	AUX
cblr-1758	616	42	essential	essential	ADJ
cblr-1758	616	43	to	to	ADP
cblr-1758	616	44	determining	determine	VERB
cblr-1758	616	45	the	the	DET
cblr-1758	616	46	optimal	optimal	ADJ
cblr-1758	616	47	scope	scope	NOUN
cblr-1758	616	48	of	of	ADP
cblr-1758	616	49	registration	registration	NOUN
cblr-1758	616	50	and	and	CCONJ
cblr-1758	616	51	regulation	regulation	NOUN
cblr-1758	616	52	for	for	ADP
cblr-1758	616	53	digital	digital	ADJ
cblr-1758	616	54	intermediaries	intermediary	NOUN
cblr-1758	616	55	in	in	ADP
cblr-1758	616	56	the	the	DET
cblr-1758	616	57	second	second	ADJ
cblr-1758	616	58	machine	machine	NOUN
cblr-1758	616	59	age	age	NOUN
cblr-1758	616	60	.	.	PUNCT
cblr-1758	617	1	a.	a.	NOUN
cblr-1758	617	2	commodity	commodity	PROPN
cblr-1758	617	3	trading	trade	VERB
cblr-1758	617	4	advisors––giving	advisors––give	VERB
cblr-1758	617	5	advice	advice	NOUN
cblr-1758	617	6	and	and	CCONJ
cblr-1758	617	7	directing	direct	VERB
cblr-1758	617	8	client	client	NOUN
cblr-1758	617	9	accounts	account	NOUN
cblr-1758	617	10	generally	generally	ADV
cblr-1758	617	11	speaking	speak	VERB
cblr-1758	617	12	,	,	PUNCT
cblr-1758	617	13	the	the	DET
cblr-1758	617	14	cea	cea	PROPN
cblr-1758	617	15	and	and	CCONJ
cblr-1758	617	16	cftc	cftc	PROPN
cblr-1758	617	17	regulations	regulation	NOUN
cblr-1758	617	18	define	define	VERB
cblr-1758	617	19	the	the	DET
cblr-1758	617	20	term	term	NOUN
cblr-1758	617	21	“	"	PUNCT
cblr-1758	617	22	commodity	commodity	NOUN
cblr-1758	617	23	trading	trading	NOUN
cblr-1758	617	24	advisor	advisor	NOUN
cblr-1758	617	25	”	"	PUNCT
cblr-1758	617	26	(	(	PUNCT
cblr-1758	617	27	“	"	PUNCT
cblr-1758	617	28	cta”)151	cta”)151	NOUN
cblr-1758	617	29	as	as	ADP
cblr-1758	617	30	any	any	DET
cblr-1758	617	31	person	person	NOUN
cblr-1758	617	32	who	who	PRON
cblr-1758	617	33	,	,	PUNCT
cblr-1758	617	34	for	for	ADP
cblr-1758	617	35	(	(	PUNCT
cblr-1758	617	36	direct	direct	ADJ
cblr-1758	617	37	or	or	CCONJ
cblr-1758	617	38	indirect	indirect	ADJ
cblr-1758	617	39	)	)	PUNCT
cblr-1758	617	40	compensation	compensation	NOUN
cblr-1758	617	41	of	of	ADP
cblr-1758	617	42	profit	profit	NOUN
cblr-1758	617	43	,	,	PUNCT
cblr-1758	617	44	engages	engage	VERB
cblr-1758	617	45	in	in	ADP
cblr-1758	617	46	the	the	DET
cblr-1758	617	47	business	business	NOUN
cblr-1758	617	48	of	of	ADP
cblr-1758	617	49	advising	advise	VERB
cblr-1758	617	50	others	other	NOUN
cblr-1758	617	51	about	about	ADP
cblr-1758	617	52	the	the	DET
cblr-1758	617	53	diligently	diligently	ADV
cblr-1758	617	54	supervise	supervise	VERB
cblr-1758	617	55	firm	firm	ADJ
cblr-1758	617	56	employees	employee	NOUN
cblr-1758	617	57	who	who	PRON
cblr-1758	617	58	were	be	AUX
cblr-1758	617	59	responsible	responsible	ADJ
cblr-1758	617	60	for	for	ADP
cblr-1758	617	61	managing	manage	VERB
cblr-1758	617	62	the	the	DET
cblr-1758	617	63	risks	risk	NOUN
cblr-1758	617	64	associated	associate	VERB
cblr-1758	617	65	with	with	ADP
cblr-1758	617	66	customer	customer	NOUN
cblr-1758	617	67	accounts	account	NOUN
cblr-1758	617	68	,	,	PUNCT
cblr-1758	617	69	resulting	result	VERB
cblr-1758	617	70	in	in	ADP
cblr-1758	617	71	the	the	DET
cblr-1758	617	72	fcm	fcm	NOUN
cblr-1758	617	73	having	have	VERB
cblr-1758	617	74	to	to	PART
cblr-1758	617	75	absorb	absorb	VERB
cblr-1758	617	76	a	a	DET
cblr-1758	617	77	$	$	SYM
cblr-1758	617	78	127	127	NUM
cblr-1758	617	79	million	million	NUM
cblr-1758	617	80	loss	loss	NOUN
cblr-1758	617	81	incurred	incur	VERB
cblr-1758	617	82	by	by	ADP
cblr-1758	617	83	two	two	NUM
cblr-1758	617	84	customers	customer	NOUN
cblr-1758	617	85	who	who	PRON
cblr-1758	617	86	had	have	AUX
cblr-1758	617	87	been	be	AUX
cblr-1758	617	88	trading	trade	VERB
cblr-1758	617	89	natural	natural	ADJ
cblr-1758	617	90	gas	gas	NOUN
cblr-1758	617	91	futures	future	NOUN
cblr-1758	617	92	,	,	PUNCT
cblr-1758	617	93	options	option	NOUN
cblr-1758	617	94	,	,	PUNCT
cblr-1758	617	95	and	and	CCONJ
cblr-1758	617	96	swaps	swap	NOUN
cblr-1758	617	97	)	)	PUNCT
cblr-1758	617	98	.	.	PUNCT
cblr-1758	618	1	150	150	NUM
cblr-1758	618	2	see	see	VERB
cblr-1758	618	3	,	,	PUNCT
cblr-1758	618	4	e.g.	e.g.	ADV
cblr-1758	618	5	,	,	PUNCT
cblr-1758	618	6	cftc	cftc	PROPN
cblr-1758	618	7	staff	staff	NOUN
cblr-1758	618	8	letter	letter	NOUN
cblr-1758	618	9	no	no	INTJ
cblr-1758	618	10	.	.	NOUN
cblr-1758	619	1	12	12	NUM
cblr-1758	619	2	-	-	SYM
cblr-1758	619	3	14	14	NUM
cblr-1758	619	4	,	,	PUNCT
cblr-1758	619	5	2012	2012	NUM
cblr-1758	619	6	wl	wl	NOUN
cblr-1758	619	7	4863670	4863670	NUM
cblr-1758	619	8	(	(	PUNCT
cblr-1758	619	9	oct	oct	PROPN
cblr-1758	619	10	.	.	PROPN
cblr-1758	619	11	11	11	NUM
cblr-1758	619	12	,	,	PUNCT
cblr-1758	619	13	2012	2012	NUM
cblr-1758	619	14	)	)	PUNCT
cblr-1758	619	15	,	,	PUNCT
cblr-1758	619	16	http://www.cftc.gov/ucm/groups/public/@lrlettergeneral/documents/	http://www.cftc.gov/ucm/groups/public/@lrlettergeneral/documents/	PROPN
cblr-1758	619	17	letter/12	letter/12	PROPN
cblr-1758	619	18	-	-	PUNCT
cblr-1758	619	19	14.pdf	14.pdf	PROPN
cblr-1758	619	20	,	,	PUNCT
cblr-1758	619	21	archived	archive	VERB
cblr-1758	619	22	at	at	ADP
cblr-1758	619	23	http://perma.cc/b39d-tzu3	http://perma.cc/b39d-tzu3	PROPN
cblr-1758	619	24	(	(	PUNCT
cblr-1758	619	25	interpreting	interpret	VERB
cblr-1758	619	26	the	the	DET
cblr-1758	619	27	definition	definition	NOUN
cblr-1758	619	28	of	of	ADP
cblr-1758	619	29	“	"	PUNCT
cblr-1758	619	30	commodity	commodity	NOUN
cblr-1758	619	31	pool	pool	NOUN
cblr-1758	619	32	operator	operator	NOUN
cblr-1758	619	33	”	"	PUNCT
cblr-1758	619	34	as	as	ADP
cblr-1758	619	35	being	be	AUX
cblr-1758	619	36	broader	broad	ADJ
cblr-1758	619	37	than	than	ADP
cblr-1758	619	38	the	the	DET
cblr-1758	619	39	test	test	NOUN
cblr-1758	619	40	outlined	outline	VERB
cblr-1758	619	41	in	in	ADP
cblr-1758	619	42	a	a	DET
cblr-1758	619	43	seminal	seminal	ADJ
cblr-1758	619	44	court	court	NOUN
cblr-1758	619	45	decision	decision	NOUN
cblr-1758	619	46	)	)	PUNCT
cblr-1758	620	1	;	;	PUNCT
cblr-1758	620	2	cftc	cftc	PROPN
cblr-1758	620	3	staff	staff	NOUN
cblr-1758	620	4	letter	letter	NOUN
cblr-1758	620	5	no	no	INTJ
cblr-1758	620	6	.	.	NOUN
cblr-1758	620	7	00	00	NUM
cblr-1758	620	8	-	-	SYM
cblr-1758	620	9	105	105	NUM
cblr-1758	620	10	,	,	PUNCT
cblr-1758	620	11	2000	2000	NUM
cblr-1758	620	12	wl	wl	SYM
cblr-1758	620	13	1728306	1728306	NUM
cblr-1758	620	14	(	(	PUNCT
cblr-1758	620	15	nov	nov	PROPN
cblr-1758	620	16	.	.	PROPN
cblr-1758	620	17	15	15	NUM
cblr-1758	620	18	,	,	PUNCT
cblr-1758	620	19	2000	2000	NUM
cblr-1758	620	20	)	)	PUNCT
cblr-1758	620	21	,	,	PUNCT
cblr-1758	620	22	http://www.cftc.gov/ucm/groups/public/	http://www.cftc.gov/ucm/groups/public/	PROPN
cblr-1758	620	23	@lrlettergeneral	@lrlettergeneral	PROPN
cblr-1758	620	24	/	/	SYM
cblr-1758	620	25	documents	document	NOUN
cblr-1758	620	26	/	/	SYM
cblr-1758	620	27	letter/00	letter/00	NOUN
cblr-1758	620	28	-	-	PUNCT
cblr-1758	620	29	105.pdf	105.pdf	PROPN
cblr-1758	620	30	,	,	PUNCT
cblr-1758	620	31	archived	archive	VERB
cblr-1758	620	32	at	at	ADP
cblr-1758	620	33	http://perma.cc/	http://perma.cc/	PROPN
cblr-1758	620	34	8ppy	8ppy	PROPN
cblr-1758	620	35	-	-	PUNCT
cblr-1758	620	36	bnkg	bnkg	PROPN
cblr-1758	620	37	(	(	PUNCT
cblr-1758	620	38	interpreting	interpret	VERB
cblr-1758	620	39	the	the	DET
cblr-1758	620	40	definition	definition	NOUN
cblr-1758	620	41	of	of	ADP
cblr-1758	620	42	“	"	PUNCT
cblr-1758	620	43	introducing	introduce	VERB
cblr-1758	620	44	broker	broker	NOUN
cblr-1758	620	45	”	"	PUNCT
cblr-1758	620	46	to	to	PART
cblr-1758	620	47	include	include	VERB
cblr-1758	620	48	persons	person	NOUN
cblr-1758	620	49	who	who	PRON
cblr-1758	620	50	solicit	solicit	VERB
cblr-1758	620	51	prospective	prospective	ADJ
cblr-1758	620	52	customers	customer	NOUN
cblr-1758	620	53	to	to	PART
cblr-1758	620	54	trade	trade	VERB
cblr-1758	620	55	in	in	ADP
cblr-1758	620	56	cftc	cftc	PROPN
cblr-1758	620	57	-	-	PUNCT
cblr-1758	620	58	regulated	regulate	VERB
cblr-1758	620	59	derivatives	derivative	NOUN
cblr-1758	620	60	,	,	PUNCT
cblr-1758	620	61	despite	despite	SCONJ
cblr-1758	620	62	statutory	statutory	ADJ
cblr-1758	620	63	and	and	CCONJ
cblr-1758	620	64	regulatory	regulatory	ADJ
cblr-1758	620	65	language	language	NOUN
cblr-1758	620	66	stating	state	VERB
cblr-1758	620	67	that	that	SCONJ
cblr-1758	620	68	introducing	introduce	VERB
cblr-1758	620	69	brokers	broker	NOUN
cblr-1758	620	70	are	be	AUX
cblr-1758	620	71	persons	person	NOUN
cblr-1758	620	72	who	who	PRON
cblr-1758	620	73	solicit	solicit	VERB
cblr-1758	620	74	orders	order	NOUN
cblr-1758	620	75	for	for	ADP
cblr-1758	620	76	trades	trade	NOUN
cblr-1758	620	77	in	in	ADP
cblr-1758	620	78	cftcregulated	cftcregulate	VERB
cblr-1758	620	79	derivatives	derivative	NOUN
cblr-1758	620	80	)	)	PUNCT
cblr-1758	620	81	.	.	PUNCT
cblr-1758	621	1	151	151	NUM
cblr-1758	621	2	for	for	ADP
cblr-1758	621	3	some	some	DET
cblr-1758	621	4	reason	reason	NOUN
cblr-1758	621	5	,	,	PUNCT
cblr-1758	621	6	congress	congress	PROPN
cblr-1758	621	7	spelled	spell	VERB
cblr-1758	621	8	“	"	PUNCT
cblr-1758	621	9	advisor	advisor	NOUN
cblr-1758	621	10	”	"	PUNCT
cblr-1758	621	11	with	with	ADP
cblr-1758	621	12	an	an	DET
cblr-1758	621	13	“	"	PUNCT
cblr-1758	621	14	o	o	NOUN
cblr-1758	621	15	”	"	PUNCT
cblr-1758	621	16	in	in	ADP
cblr-1758	621	17	the	the	DET
cblr-1758	621	18	cea	cea	PROPN
cblr-1758	621	19	,	,	PUNCT
cblr-1758	621	20	but	but	CCONJ
cblr-1758	621	21	with	with	ADP
cblr-1758	621	22	an	an	DET
cblr-1758	621	23	“	"	PUNCT
cblr-1758	621	24	e	e	NOUN
cblr-1758	621	25	”	"	PUNCT
cblr-1758	621	26	in	in	ADP
cblr-1758	621	27	the	the	DET
cblr-1758	621	28	investment	investment	NOUN
cblr-1758	621	29	advisers	adviser	NOUN
cblr-1758	621	30	act	act	VERB
cblr-1758	621	31	of	of	ADP
cblr-1758	621	32	1940	1940	NUM
cblr-1758	621	33	.	.	PUNCT
cblr-1758	622	1	13	13	NUM
cblr-1758	622	2	markham	markham	PROPN
cblr-1758	622	3	,	,	PUNCT
cblr-1758	622	4	supra	supra	PROPN
cblr-1758	622	5	note	note	PROPN
cblr-1758	622	6	56	56	NUM
cblr-1758	622	7	,	,	PUNCT
cblr-1758	622	8	§	§	PROPN
cblr-1758	622	9	17a:1	17a:1	NUM
cblr-1758	622	10	.	.	PUNCT
cblr-1758	623	1	other	other	ADJ
cblr-1758	623	2	than	than	ADP
cblr-1758	623	3	this	this	DET
cblr-1758	623	4	discrepancy	discrepancy	NOUN
cblr-1758	623	5	,	,	PUNCT
cblr-1758	623	6	the	the	DET
cblr-1758	623	7	cea	cea	PROPN
cblr-1758	623	8	’s	’s	PART
cblr-1758	623	9	definition	definition	NOUN
cblr-1758	623	10	for	for	ADP
cblr-1758	623	11	commodity	commodity	NOUN
cblr-1758	623	12	trading	trading	NOUN
cblr-1758	623	13	advisor	advisor	NOUN
cblr-1758	623	14	“	"	PUNCT
cblr-1758	623	15	pretty	pretty	ADV
cblr-1758	623	16	much	much	ADJ
cblr-1758	623	17	tracks	track	VERB
cblr-1758	623	18	that	that	PRON
cblr-1758	623	19	for	for	ADP
cblr-1758	623	20	the	the	DET
cblr-1758	623	21	investment	investment	NOUN
cblr-1758	623	22	advisers	adviser	NOUN
cblr-1758	623	23	”	"	PUNCT
cblr-1758	623	24	under	under	ADP
cblr-1758	623	25	the	the	DET
cblr-1758	623	26	1940	1940	NUM
cblr-1758	623	27	act	act	NOUN
cblr-1758	623	28	.	.	PUNCT
cblr-1758	624	1	i	i	PRON
cblr-1758	624	2	d.	d.	PROPN
cblr-1758	624	3	scopino	scopino	VERB
cblr-1758	624	4	–	–	PUNCT
cblr-1758	624	5	final	final	ADJ
cblr-1758	624	6	no	no	NOUN
cblr-1758	624	7	.	.	PUNCT
cblr-1758	625	1	2:439	2:439	NUM
cblr-1758	625	2	]	]	X
cblr-1758	625	3	the	the	DET
cblr-1758	625	4	second	second	ADJ
cblr-1758	625	5	machine	machine	NOUN
cblr-1758	625	6	age	age	NOUN
cblr-1758	625	7	477	477	NUM
cblr-1758	625	8	value	value	NOUN
cblr-1758	625	9	or	or	CCONJ
cblr-1758	625	10	advisability	advisability	NOUN
cblr-1758	625	11	of	of	ADP
cblr-1758	625	12	trading	trading	NOUN
cblr-1758	625	13	in	in	ADP
cblr-1758	625	14	futures	future	NOUN
cblr-1758	625	15	contracts	contract	NOUN
cblr-1758	625	16	,	,	PUNCT
cblr-1758	625	17	swaps	swap	NOUN
cblr-1758	625	18	,	,	PUNCT
cblr-1758	625	19	commodity	commodity	NOUN
cblr-1758	625	20	options	option	NOUN
cblr-1758	625	21	,	,	PUNCT
cblr-1758	625	22	or	or	CCONJ
cblr-1758	625	23	other	other	ADJ
cblr-1758	625	24	derivatives.152	derivatives.152	NOUN
cblr-1758	625	25	some	some	DET
cblr-1758	625	26	commodity	commodity	NOUN
cblr-1758	625	27	trading	trading	NOUN
cblr-1758	625	28	advisors	advisor	NOUN
cblr-1758	625	29	receive	receive	VERB
cblr-1758	625	30	authority	authority	NOUN
cblr-1758	625	31	to	to	PART
cblr-1758	625	32	direct	direct	VERB
cblr-1758	625	33	trades	trade	NOUN
cblr-1758	625	34	in	in	ADP
cblr-1758	625	35	client	client	NOUN
cblr-1758	625	36	accounts,153	accounts,153	PROPN
cblr-1758	625	37	which	which	PRON
cblr-1758	625	38	means	mean	VERB
cblr-1758	625	39	that	that	SCONJ
cblr-1758	625	40	these	these	DET
cblr-1758	625	41	advisors	advisor	NOUN
cblr-1758	625	42	have	have	VERB
cblr-1758	625	43	the	the	DET
cblr-1758	625	44	ability	ability	NOUN
cblr-1758	625	45	to	to	PART
cblr-1758	625	46	make	make	VERB
cblr-1758	625	47	investment	investment	NOUN
cblr-1758	625	48	decisions	decision	NOUN
cblr-1758	625	49	on	on	ADP
cblr-1758	625	50	behalf	behalf	NOUN
cblr-1758	625	51	of	of	ADP
cblr-1758	625	52	the	the	DET
cblr-1758	625	53	client	client	NOUN
cblr-1758	625	54	without	without	ADP
cblr-1758	625	55	specific	specific	ADJ
cblr-1758	625	56	authorization.154	authorization.154	NOUN
cblr-1758	625	57	as	as	ADP
cblr-1758	625	58	of	of	ADP
cblr-1758	625	59	2013	2013	NUM
cblr-1758	625	60	,	,	PUNCT
cblr-1758	625	61	there	there	PRON
cblr-1758	625	62	were	be	VERB
cblr-1758	625	63	2,636	2,636	NUM
cblr-1758	625	64	registered	register	VERB
cblr-1758	625	65	commodity	commodity	NOUN
cblr-1758	625	66	trading	trading	NOUN
cblr-1758	625	67	advisors.155	advisors.155	NOUN
cblr-1758	625	68	a	a	DET
cblr-1758	625	69	fair	fair	ADJ
cblr-1758	625	70	number	number	NOUN
cblr-1758	625	71	of	of	ADP
cblr-1758	625	72	hedge	hedge	NOUN
cblr-1758	625	73	funds	fund	NOUN
cblr-1758	625	74	place	place	NOUN
cblr-1758	625	75	trades	trade	NOUN
cblr-1758	625	76	in	in	ADP
cblr-1758	625	77	futures	future	NOUN
cblr-1758	625	78	and	and	CCONJ
cblr-1758	625	79	swaps	swap	NOUN
cblr-1758	625	80	,	,	PUNCT
cblr-1758	625	81	thereby	thereby	ADV
cblr-1758	625	82	falling	fall	VERB
cblr-1758	625	83	within	within	ADP
cblr-1758	625	84	the	the	DET
cblr-1758	625	85	ambit	ambit	NOUN
cblr-1758	625	86	of	of	ADP
cblr-1758	625	87	the	the	DET
cblr-1758	625	88	cea	cea	PROPN
cblr-1758	625	89	’s	’s	PART
cblr-1758	625	90	definition	definition	NOUN
cblr-1758	625	91	for	for	ADP
cblr-1758	625	92	the	the	DET
cblr-1758	625	93	term	term	NOUN
cblr-1758	625	94	“	"	PUNCT
cblr-1758	625	95	commodity	commodity	NOUN
cblr-1758	625	96	trading	trading	NOUN
cblr-1758	625	97	advisor	advisor	NOUN
cblr-1758	625	98	.	.	PROPN
cblr-1758	625	99	”156	”156	PROPN
cblr-1758	625	100	while	while	SCONJ
cblr-1758	625	101	“	"	PUNCT
cblr-1758	625	102	[	[	PUNCT
cblr-1758	625	103	c]ourts	c]ourt	NOUN
cblr-1758	625	104	interpret	interpret	VERB
cblr-1758	625	105	the	the	DET
cblr-1758	625	106	definition	definition	NOUN
cblr-1758	625	107	of	of	ADP
cblr-1758	625	108	a	a	DET
cblr-1758	625	109	[	[	X
cblr-1758	625	110	commodity	commodity	NOUN
cblr-1758	625	111	trading	trading	NOUN
cblr-1758	625	112	advisor	advisor	NOUN
cblr-1758	625	113	]	]	X
cblr-1758	625	114	liberally[,]”157	liberally[,]”157	NOUN
cblr-1758	625	115	the	the	DET
cblr-1758	625	116	152	152	NUM
cblr-1758	625	117	cea	cea	PROPN
cblr-1758	625	118	§	§	PROPN
cblr-1758	625	119	1a(12)(a	1a(12)(a	NUM
cblr-1758	625	120	)	)	PUNCT
cblr-1758	625	121	,	,	PUNCT
cblr-1758	625	122	7	7	NUM
cblr-1758	625	123	u.s.c	u.s.c	ADJ
cblr-1758	625	124	.	.	PUNCT
cblr-1758	626	1	§	§	PROPN
cblr-1758	626	2	1a(12)(a	1a(12)(a	NUM
cblr-1758	626	3	)	)	PUNCT
cblr-1758	626	4	(	(	PUNCT
cblr-1758	626	5	2012	2012	NUM
cblr-1758	626	6	)	)	PUNCT
cblr-1758	626	7	;	;	PUNCT
cblr-1758	626	8	cftc	cftc	PROPN
cblr-1758	626	9	regulation	regulation	NOUN
cblr-1758	626	10	§	§	PROPN
cblr-1758	626	11	1.3(bb)(1	1.3(bb)(1	NOUN
cblr-1758	626	12	)	)	PUNCT
cblr-1758	626	13	,	,	PUNCT
cblr-1758	626	14	17	17	NUM
cblr-1758	626	15	c.f.r	c.f.r	NOUN
cblr-1758	626	16	.	.	PUNCT
cblr-1758	627	1	§	§	PROPN
cblr-1758	627	2	1.3(bb)(1	1.3(bb)(1	NOUN
cblr-1758	627	3	)	)	PUNCT
cblr-1758	627	4	(	(	PUNCT
cblr-1758	627	5	2014	2014	NUM
cblr-1758	627	6	)	)	PUNCT
cblr-1758	627	7	.	.	PUNCT
cblr-1758	628	1	see	see	VERB
cblr-1758	628	2	cftc	cftc	PROPN
cblr-1758	628	3	advisory	advisory	PROPN
cblr-1758	628	4	letter	letter	NOUN
cblr-1758	628	5	no	no	INTJ
cblr-1758	628	6	.	.	PROPN
cblr-1758	628	7	1379	1379	NUM
cblr-1758	628	8	,	,	PUNCT
cblr-1758	628	9	2013	2013	NUM
cblr-1758	628	10	wl	wl	NOUN
cblr-1758	628	11	6834962	6834962	NUM
cblr-1758	628	12	(	(	PUNCT
cblr-1758	628	13	dec	dec	PROPN
cblr-1758	628	14	.	.	PROPN
cblr-1758	628	15	23	23	NUM
cblr-1758	628	16	,	,	PUNCT
cblr-1758	628	17	2013	2013	NUM
cblr-1758	628	18	)	)	PUNCT
cblr-1758	628	19	,	,	PUNCT
cblr-1758	628	20	http://www.cftc.gov/ucm/groups/	http://www.cftc.gov/ucm/groups/	PROPN
cblr-1758	628	21	public/@lrlettergeneral	public/@lrlettergeneral	ADJ
cblr-1758	628	22	/	/	SYM
cblr-1758	628	23	documents	document	NOUN
cblr-1758	628	24	/	/	SYM
cblr-1758	628	25	letter/13	letter/13	NOUN
cblr-1758	628	26	-	-	PUNCT
cblr-1758	628	27	79.pdf	79.pdf	PROPN
cblr-1758	628	28	,	,	PUNCT
cblr-1758	628	29	archived	archive	VERB
cblr-1758	628	30	at	at	ADP
cblr-1758	628	31	http://perma.cc/8jjm-qrpv	http://perma.cc/8jjm-qrpv	PROPN
cblr-1758	628	32	.	.	PUNCT
cblr-1758	629	1	see	see	AUX
cblr-1758	629	2	also	also	ADV
cblr-1758	629	3	mark	mark	PROPN
cblr-1758	629	4	h.	h.	PROPN
cblr-1758	629	5	mitchell	mitchell	PROPN
cblr-1758	629	6	,	,	PUNCT
cblr-1758	629	7	the	the	DET
cblr-1758	629	8	regulation	regulation	NOUN
cblr-1758	629	9	of	of	ADP
cblr-1758	629	10	commodity	commodity	NOUN
cblr-1758	629	11	trading	trading	NOUN
cblr-1758	629	12	advisors	advisor	NOUN
cblr-1758	629	13	,	,	PUNCT
cblr-1758	629	14	27	27	NUM
cblr-1758	629	15	emory	emory	PROPN
cblr-1758	629	16	l.j	l.j	PROPN
cblr-1758	629	17	.	.	PROPN
cblr-1758	629	18	957	957	NUM
cblr-1758	629	19	,	,	PUNCT
cblr-1758	629	20	958–9	958–9	NOUN
cblr-1758	629	21	(	(	PUNCT
cblr-1758	629	22	1978	1978	NUM
cblr-1758	629	23	)	)	PUNCT
cblr-1758	629	24	.	.	PUNCT
cblr-1758	630	1	153	153	NUM
cblr-1758	630	2	“	"	PUNCT
cblr-1758	630	3	client	client	NOUN
cblr-1758	630	4	”	"	PUNCT
cblr-1758	630	5	is	be	AUX
cblr-1758	630	6	defined	define	VERB
cblr-1758	630	7	,	,	PUNCT
cblr-1758	630	8	for	for	ADP
cblr-1758	630	9	purposes	purpose	NOUN
cblr-1758	630	10	of	of	ADP
cblr-1758	630	11	commodity	commodity	NOUN
cblr-1758	630	12	trading	trading	NOUN
cblr-1758	630	13	advisors	advisor	NOUN
cblr-1758	630	14	,	,	PUNCT
cblr-1758	630	15	as	as	ADP
cblr-1758	630	16	“	"	PUNCT
cblr-1758	630	17	any	any	DET
cblr-1758	630	18	person	person	NOUN
cblr-1758	630	19	.	.	PUNCT
cblr-1758	630	20	.	.	PUNCT
cblr-1758	630	21	.	.	PUNCT
cblr-1758	631	1	[	[	X
cblr-1758	631	2	t]o	t]o	X
cblr-1758	631	3	whom	whom	PRON
cblr-1758	631	4	a	a	DET
cblr-1758	631	5	commodity	commodity	NOUN
cblr-1758	631	6	trading	trading	NOUN
cblr-1758	631	7	advisor	advisor	NOUN
cblr-1758	631	8	provides	provide	VERB
cblr-1758	631	9	advice	advice	NOUN
cblr-1758	631	10	,	,	PUNCT
cblr-1758	631	11	for	for	ADP
cblr-1758	631	12	compensation	compensation	NOUN
cblr-1758	631	13	or	or	CCONJ
cblr-1758	631	14	profit	profit	NOUN
cblr-1758	631	15	,	,	PUNCT
cblr-1758	631	16	either	either	CCONJ
cblr-1758	631	17	directly	directly	ADV
cblr-1758	631	18	or	or	CCONJ
cblr-1758	631	19	through	through	ADP
cblr-1758	631	20	publications	publication	NOUN
cblr-1758	631	21	,	,	PUNCT
cblr-1758	631	22	writings	writing	NOUN
cblr-1758	631	23	,	,	PUNCT
cblr-1758	631	24	or	or	CCONJ
cblr-1758	631	25	electronic	electronic	ADJ
cblr-1758	631	26	media	medium	NOUN
cblr-1758	631	27	,	,	PUNCT
cblr-1758	631	28	as	as	ADP
cblr-1758	631	29	to	to	ADP
cblr-1758	631	30	the	the	DET
cblr-1758	631	31	value	value	NOUN
cblr-1758	631	32	of	of	ADP
cblr-1758	631	33	,	,	PUNCT
cblr-1758	631	34	or	or	CCONJ
cblr-1758	631	35	the	the	DET
cblr-1758	631	36	advisability	advisability	NOUN
cblr-1758	631	37	of	of	ADP
cblr-1758	631	38	trading	trading	NOUN
cblr-1758	631	39	in	in	ADP
cblr-1758	631	40	,	,	PUNCT
cblr-1758	631	41	[	[	X
cblr-1758	631	42	any	any	DET
cblr-1758	631	43	futures	future	NOUN
cblr-1758	631	44	contract	contract	NOUN
cblr-1758	631	45	or	or	CCONJ
cblr-1758	631	46	cftc	cftc	PROPN
cblr-1758	631	47	-	-	PUNCT
cblr-1758	631	48	regulated	regulate	VERB
cblr-1758	631	49	derivative	derivative	NOUN
cblr-1758	631	50	]	]	X
cblr-1758	631	51	.	.	PUNCT
cblr-1758	631	52	”	"	PUNCT
cblr-1758	632	1	cftc	cftc	PROPN
cblr-1758	632	2	regulation	regulation	NOUN
cblr-1758	632	3	§	§	PROPN
cblr-1758	632	4	1.3(bb)(2	1.3(bb)(2	NUM
cblr-1758	632	5	)	)	PUNCT
cblr-1758	632	6	,	,	PUNCT
cblr-1758	632	7	17	17	NUM
cblr-1758	632	8	c.f.r	c.f.r	NOUN
cblr-1758	632	9	.	.	PUNCT
cblr-1758	633	1	§	§	PROPN
cblr-1758	633	2	1.3(bb)(2	1.3(bb)(2	NUM
cblr-1758	633	3	)	)	PUNCT
cblr-1758	633	4	(	(	PUNCT
cblr-1758	633	5	2014	2014	NUM
cblr-1758	633	6	)	)	PUNCT
cblr-1758	633	7	.	.	PUNCT
cblr-1758	634	1	154	154	NUM
cblr-1758	634	2	commodity	commodity	NOUN
cblr-1758	634	3	trading	trading	NOUN
cblr-1758	634	4	advisors	advisor	NOUN
cblr-1758	634	5	,	,	PUNCT
cblr-1758	634	6	nat’l	nat’l	NOUN
cblr-1758	634	7	futures	future	NOUN
cblr-1758	634	8	ass’n	ass’n	VERB
cblr-1758	634	9	,	,	PUNCT
cblr-1758	634	10	http://www.nfa.futures.org/nfa-compliance/nfa-commodity-tradingadvisors/index.html	http://www.nfa.futures.org/nfa-compliance/nfa-commodity-tradingadvisors/index.html	PROPN
cblr-1758	634	11	,	,	PUNCT
cblr-1758	634	12	archived	archive	VERB
cblr-1758	634	13	at	at	ADP
cblr-1758	634	14	http://perma.cc/dyh8-n8sd	http://perma.cc/dyh8-n8sd	NOUN
cblr-1758	634	15	(	(	PUNCT
cblr-1758	634	16	stating	state	VERB
cblr-1758	634	17	that	that	SCONJ
cblr-1758	634	18	“	"	PUNCT
cblr-1758	634	19	[	[	X
cblr-1758	634	20	p]roviding	p]rovide	VERB
cblr-1758	634	21	advice	advice	NOUN
cblr-1758	634	22	indirectly	indirectly	ADV
cblr-1758	634	23	includes	include	VERB
cblr-1758	634	24	exercising	exercise	VERB
cblr-1758	634	25	trading	trading	NOUN
cblr-1758	634	26	authority	authority	NOUN
cblr-1758	634	27	over	over	ADP
cblr-1758	634	28	a	a	DET
cblr-1758	634	29	customer	customer	NOUN
cblr-1758	634	30	’s	’s	PART
cblr-1758	634	31	account	account	NOUN
cblr-1758	634	32	as	as	ADV
cblr-1758	634	33	well	well	ADV
cblr-1758	634	34	as	as	ADP
cblr-1758	634	35	giving	give	VERB
cblr-1758	634	36	advice	advice	NOUN
cblr-1758	634	37	through	through	ADP
cblr-1758	634	38	written	write	VERB
cblr-1758	634	39	publications	publication	NOUN
cblr-1758	634	40	or	or	CCONJ
cblr-1758	634	41	other	other	ADJ
cblr-1758	634	42	media	medium	NOUN
cblr-1758	634	43	”	"	PUNCT
cblr-1758	634	44	)	)	PUNCT
cblr-1758	634	45	.	.	PUNCT
cblr-1758	635	1	see	see	VERB
cblr-1758	635	2	13	13	NUM
cblr-1758	635	3	markham	markham	PROPN
cblr-1758	635	4	,	,	PUNCT
cblr-1758	635	5	supra	supra	PROPN
cblr-1758	635	6	note	note	PROPN
cblr-1758	635	7	56	56	NUM
cblr-1758	635	8	,	,	PUNCT
cblr-1758	635	9	§	§	PROPN
cblr-1758	635	10	17a:1	17a:1	NUM
cblr-1758	635	11	.	.	PUNCT
cblr-1758	636	1	155	155	NUM
cblr-1758	636	2	cftc	cftc	PROPN
cblr-1758	636	3	fy2015	fy2015	PROPN
cblr-1758	636	4	budget	budget	NOUN
cblr-1758	636	5	plan	plan	NOUN
cblr-1758	636	6	,	,	PUNCT
cblr-1758	636	7	supra	supra	PROPN
cblr-1758	636	8	note	note	NOUN
cblr-1758	636	9	46	46	NUM
cblr-1758	636	10	,	,	PUNCT
cblr-1758	636	11	at	at	ADP
cblr-1758	636	12	85	85	NUM
cblr-1758	636	13	(	(	PUNCT
cblr-1758	636	14	app	app	X
cblr-1758	636	15	.	.	PROPN
cblr-1758	636	16	4	4	NUM
cblr-1758	636	17	)	)	PUNCT
cblr-1758	636	18	.	.	PUNCT
cblr-1758	637	1	156	156	NUM
cblr-1758	637	2	13	13	NUM
cblr-1758	637	3	markham	markham	PROPN
cblr-1758	637	4	,	,	PUNCT
cblr-1758	637	5	supra	supra	PROPN
cblr-1758	637	6	note	note	PROPN
cblr-1758	637	7	56	56	NUM
cblr-1758	637	8	,	,	PUNCT
cblr-1758	637	9	§	§	PROPN
cblr-1758	637	10	17a:3	17a:3	NUM
cblr-1758	637	11	(	(	PUNCT
cblr-1758	637	12	“	"	PUNCT
cblr-1758	637	13	many	many	ADJ
cblr-1758	637	14	hedge	hedge	NOUN
cblr-1758	637	15	funds	fund	NOUN
cblr-1758	637	16	trade	trade	VERB
cblr-1758	637	17	registered	register	VERB
cblr-1758	637	18	commodity	commodity	NOUN
cblr-1758	637	19	contracts	contract	NOUN
cblr-1758	637	20	,	,	PUNCT
cblr-1758	637	21	initially	initially	ADV
cblr-1758	637	22	leading	lead	VERB
cblr-1758	637	23	those	those	DET
cblr-1758	637	24	funds	fund	NOUN
cblr-1758	637	25	to	to	PART
cblr-1758	637	26	register	register	VERB
cblr-1758	637	27	with	with	ADP
cblr-1758	637	28	the	the	DET
cblr-1758	637	29	cftc	cftc	PROPN
cblr-1758	637	30	as	as	ADP
cblr-1758	637	31	cpos	cpos	PROPN
cblr-1758	637	32	and	and	CCONJ
cblr-1758	637	33	ctas	cta	NOUN
cblr-1758	637	34	.	.	PUNCT
cblr-1758	637	35	”	"	PUNCT
cblr-1758	637	36	)	)	PUNCT
cblr-1758	637	37	.	.	PUNCT
cblr-1758	638	1	157	157	NUM
cblr-1758	638	2	cftc	cftc	PROPN
cblr-1758	638	3	v.	v.	PROPN
cblr-1758	638	4	equity	equity	PROPN
cblr-1758	638	5	fin	fin	PROPN
cblr-1758	638	6	.	.	PUNCT
cblr-1758	639	1	grp	grp	PROPN
cblr-1758	639	2	.	.	PROPN
cblr-1758	639	3	,	,	PUNCT
cblr-1758	639	4	llc	llc	PROPN
cblr-1758	639	5	,	,	PUNCT
cblr-1758	639	6	civil	civil	ADJ
cblr-1758	639	7	no	no	NOUN
cblr-1758	639	8	.	.	NOUN
cblr-1758	639	9	04	04	NUM
cblr-1758	639	10	-	-	SYM
cblr-1758	639	11	1512	1512	NUM
cblr-1758	639	12	(	(	PUNCT
cblr-1758	639	13	rbk	rbk	PROPN
cblr-1758	639	14	)	)	PUNCT
cblr-1758	639	15	,	,	PUNCT
cblr-1758	639	16	2007	2007	NUM
cblr-1758	639	17	wl	wl	NOUN
cblr-1758	639	18	1038754	1038754	NUM
cblr-1758	639	19	,	,	PUNCT
cblr-1758	639	20	at	at	ADP
cblr-1758	639	21	*	*	NOUN
cblr-1758	639	22	3	3	NUM
cblr-1758	639	23	,	,	PUNCT
cblr-1758	639	24	2007	2007	NUM
cblr-1758	639	25	u.s	u.s	PROPN
cblr-1758	639	26	.	.	PROPN
cblr-1758	639	27	dist	dist	PROPN
cblr-1758	639	28	.	.	PUNCT
cblr-1758	640	1	lexis	lexis	PROPN
cblr-1758	640	2	23632	23632	NUM
cblr-1758	640	3	,	,	PUNCT
cblr-1758	640	4	at	at	ADP
cblr-1758	640	5	*	*	NOUN
cblr-1758	640	6	8	8	NUM
cblr-1758	640	7	(	(	PUNCT
cblr-1758	640	8	d.n.j	d.n.j	PROPN
cblr-1758	640	9	.	.	PUNCT
cblr-1758	640	10	mar	mar	PROPN
cblr-1758	640	11	.	.	PROPN
cblr-1758	640	12	30	30	NUM
cblr-1758	640	13	,	,	PUNCT
cblr-1758	640	14	2007	2007	NUM
cblr-1758	640	15	)	)	PUNCT
cblr-1758	641	1	(	(	PUNCT
cblr-1758	641	2	citations	citation	NOUN
cblr-1758	641	3	omitted	omit	VERB
cblr-1758	641	4	)	)	PUNCT
cblr-1758	641	5	.	.	PUNCT
cblr-1758	642	1	see	see	VERB
cblr-1758	642	2	cftc	cftc	PROPN
cblr-1758	642	3	v.	v.	PROPN
cblr-1758	642	4	british	british	PROPN
cblr-1758	642	5	am	am	PROPN
cblr-1758	642	6	.	.	PUNCT
cblr-1758	643	1	commodity	commodity	PROPN
cblr-1758	643	2	options	options	PROPN
cblr-1758	643	3	corp	corp	PROPN
cblr-1758	643	4	.	.	PROPN
cblr-1758	643	5	,	,	PUNCT
cblr-1758	643	6	560	560	NUM
cblr-1758	643	7	f.2d	f.2d	NOUN
cblr-1758	643	8	135	135	NUM
cblr-1758	643	9	,	,	PUNCT
cblr-1758	643	10	141	141	NUM
cblr-1758	643	11	(	(	PUNCT
cblr-1758	643	12	2d	2d	NUM
cblr-1758	643	13	cir	cir	NOUN
cblr-1758	643	14	.	.	PUNCT
cblr-1758	643	15	1977	1977	NUM
cblr-1758	643	16	)	)	PUNCT
cblr-1758	643	17	(	(	PUNCT
cblr-1758	643	18	holding	hold	VERB
cblr-1758	643	19	that	that	SCONJ
cblr-1758	643	20	a	a	DET
cblr-1758	643	21	firm	firm	NOUN
cblr-1758	643	22	that	that	SCONJ
cblr-1758	643	23	“	"	PUNCT
cblr-1758	643	24	offer[ed	offer[ed	PROPN
cblr-1758	643	25	]	]	PUNCT
cblr-1758	643	26	opinions	opinion	NOUN
cblr-1758	643	27	and	and	CCONJ
cblr-1758	643	28	advice	advice	NOUN
cblr-1758	643	29	and	and	CCONJ
cblr-1758	643	30	issu[ed	issu[ed	PROPN
cblr-1758	643	31	]	]	PUNCT
cblr-1758	643	32	analyses	analysis	NOUN
cblr-1758	643	33	and	and	CCONJ
cblr-1758	643	34	reports	report	NOUN
cblr-1758	643	35	concerning	concern	VERB
cblr-1758	643	36	the	the	DET
cblr-1758	643	37	value	value	NOUN
cblr-1758	643	38	of	of	ADP
cblr-1758	643	39	commodities	commodity	NOUN
cblr-1758	643	40	”	"	PUNCT
cblr-1758	643	41	to	to	ADP
cblr-1758	643	42	clients	client	NOUN
cblr-1758	643	43	was	be	AUX
cblr-1758	643	44	a	a	DET
cblr-1758	643	45	cta	cta	NOUN
cblr-1758	643	46	under	under	ADP
cblr-1758	643	47	the	the	DET
cblr-1758	643	48	cea	cea	PROPN
cblr-1758	643	49	)	)	PUNCT
cblr-1758	643	50	,	,	PUNCT
cblr-1758	643	51	cert	cert	PROPN
cblr-1758	643	52	.	.	PUNCT
cblr-1758	644	1	denied	deny	VERB
cblr-1758	644	2	,	,	PUNCT
cblr-1758	644	3	438	438	NUM
cblr-1758	644	4	u.s	u.s	PROPN
cblr-1758	644	5	.	.	PROPN
cblr-1758	644	6	905	905	NUM
cblr-1758	644	7	(	(	PUNCT
cblr-1758	644	8	1978	1978	NUM
cblr-1758	644	9	)	)	PUNCT
cblr-1758	644	10	;	;	PUNCT
cblr-1758	644	11	gaudette	gaudette	PROPN
cblr-1758	644	12	v.	v.	ADP
cblr-1758	644	13	panos	pano	NOUN
cblr-1758	644	14	,	,	PUNCT
cblr-1758	644	15	644	644	NUM
cblr-1758	644	16	f.	f.	PROPN
cblr-1758	644	17	supp	supp	PROPN
cblr-1758	644	18	.	.	PUNCT
cblr-1758	645	1	826	826	NUM
cblr-1758	645	2	,	,	PUNCT
cblr-1758	645	3	839	839	NUM
cblr-1758	645	4	(	(	PUNCT
cblr-1758	645	5	d.	d.	PROPN
cblr-1758	645	6	mass	mass	PROPN
cblr-1758	645	7	.	.	PROPN
cblr-1758	645	8	1986	1986	NUM
cblr-1758	645	9	)	)	PUNCT
cblr-1758	646	1	(	(	PUNCT
cblr-1758	646	2	holding	hold	VERB
cblr-1758	646	3	that	that	SCONJ
cblr-1758	646	4	defendants	defendant	NOUN
cblr-1758	646	5	who	who	PRON
cblr-1758	646	6	“	"	PUNCT
cblr-1758	646	7	represented	represent	VERB
cblr-1758	646	8	their	their	PRON
cblr-1758	646	9	advisory	advisory	ADJ
cblr-1758	646	10	skills	skill	NOUN
cblr-1758	646	11	to	to	PART
cblr-1758	646	12	be	be	AUX
cblr-1758	646	13	exemplary	exemplary	ADJ
cblr-1758	646	14	,	,	PUNCT
cblr-1758	646	15	suggested	suggest	VERB
cblr-1758	646	16	that	that	SCONJ
cblr-1758	646	17	plaintiffs	plaintiff	NOUN
cblr-1758	646	18	open	open	VERB
cblr-1758	646	19	a	a	DET
cblr-1758	646	20	commodity	commodity	NOUN
cblr-1758	646	21	account	account	NOUN
cblr-1758	646	22	and	and	CCONJ
cblr-1758	646	23	then	then	ADV
cblr-1758	646	24	scopino	scopino	VERB
cblr-1758	646	25	–	–	PUNCT
cblr-1758	647	1	final	final	ADJ
cblr-1758	647	2	478	478	NUM
cblr-1758	647	3	columbia	columbia	PROPN
cblr-1758	647	4	business	business	NOUN
cblr-1758	647	5	law	law	PROPN
cblr-1758	647	6	review	review	NOUN
cblr-1758	647	7	[	[	X
cblr-1758	647	8	vol	vol	NOUN
cblr-1758	647	9	.	.	NOUN
cblr-1758	647	10	2015	2015	NUM
cblr-1758	647	11	law	law	NOUN
cblr-1758	647	12	and	and	CCONJ
cblr-1758	647	13	regulations	regulation	NOUN
cblr-1758	647	14	mitigate	mitigate	VERB
cblr-1758	647	15	this	this	DET
cblr-1758	647	16	broad	broad	ADJ
cblr-1758	647	17	judicial	judicial	ADJ
cblr-1758	647	18	approach	approach	NOUN
cblr-1758	647	19	somewhat	somewhat	ADV
cblr-1758	647	20	by	by	ADP
cblr-1758	647	21	excluding	exclude	VERB
cblr-1758	647	22	specific	specific	ADJ
cblr-1758	647	23	categories	category	NOUN
cblr-1758	647	24	of	of	ADP
cblr-1758	647	25	people	people	NOUN
cblr-1758	647	26	and	and	CCONJ
cblr-1758	647	27	entities	entity	NOUN
cblr-1758	647	28	,	,	PUNCT
cblr-1758	647	29	such	such	ADJ
cblr-1758	647	30	as	as	ADP
cblr-1758	647	31	banks	bank	NOUN
cblr-1758	647	32	,	,	PUNCT
cblr-1758	647	33	trust	trust	NOUN
cblr-1758	647	34	companies	company	NOUN
cblr-1758	647	35	,	,	PUNCT
cblr-1758	647	36	news	news	NOUN
cblr-1758	647	37	reporters	reporter	NOUN
cblr-1758	647	38	,	,	PUNCT
cblr-1758	647	39	columnists	columnist	NOUN
cblr-1758	647	40	,	,	PUNCT
cblr-1758	647	41	floor	floor	NOUN
cblr-1758	647	42	brokers	broker	NOUN
cblr-1758	647	43	,	,	PUNCT
cblr-1758	647	44	fcms	fcms	NOUN
cblr-1758	647	45	,	,	PUNCT
cblr-1758	647	46	and	and	CCONJ
cblr-1758	647	47	contract	contract	NOUN
cblr-1758	647	48	markets	market	NOUN
cblr-1758	647	49	(	(	PUNCT
cblr-1758	647	50	i.e.	i.e.	X
cblr-1758	647	51	,	,	PUNCT
cblr-1758	647	52	futures	future	NOUN
cblr-1758	647	53	exchanges	exchange	NOUN
cblr-1758	647	54	)	)	PUNCT
cblr-1758	647	55	,	,	PUNCT
cblr-1758	647	56	as	as	ADV
cblr-1758	647	57	well	well	ADV
cblr-1758	647	58	as	as	ADP
cblr-1758	647	59	the	the	DET
cblr-1758	647	60	publishers	publisher	NOUN
cblr-1758	647	61	and	and	CCONJ
cblr-1758	647	62	producers	producer	NOUN
cblr-1758	647	63	of	of	ADP
cblr-1758	647	64	data	datum	NOUN
cblr-1758	647	65	of	of	ADP
cblr-1758	647	66	“	"	PUNCT
cblr-1758	647	67	general	general	ADJ
cblr-1758	647	68	and	and	CCONJ
cblr-1758	647	69	regular	regular	ADJ
cblr-1758	647	70	dissemination	dissemination	NOUN
cblr-1758	647	71	.	.	PUNCT
cblr-1758	647	72	”158	”158	PUNCT
cblr-1758	648	1	additionally	additionally	ADV
cblr-1758	648	2	,	,	PUNCT
cblr-1758	648	3	a	a	DET
cblr-1758	648	4	person	person	NOUN
cblr-1758	648	5	need	need	AUX
cblr-1758	648	6	not	not	PART
cblr-1758	648	7	register	register	VERB
cblr-1758	648	8	as	as	ADP
cblr-1758	648	9	a	a	DET
cblr-1758	648	10	commodity	commodity	NOUN
cblr-1758	648	11	trading	trading	NOUN
cblr-1758	648	12	advisor	advisor	NOUN
cblr-1758	648	13	if	if	SCONJ
cblr-1758	648	14	he	he	PRON
cblr-1758	648	15	or	or	CCONJ
cblr-1758	648	16	she	she	PRON
cblr-1758	648	17	does	do	AUX
cblr-1758	648	18	not	not	PART
cblr-1758	648	19	have	have	VERB
cblr-1758	648	20	discretionary	discretionary	ADJ
cblr-1758	648	21	authority	authority	NOUN
cblr-1758	648	22	over	over	ADP
cblr-1758	648	23	client	client	NOUN
cblr-1758	648	24	accounts	account	NOUN
cblr-1758	648	25	or	or	CCONJ
cblr-1758	648	26	provide	provide	VERB
cblr-1758	648	27	trading	trading	NOUN
cblr-1758	648	28	advice	advice	NOUN
cblr-1758	648	29	that	that	PRON
cblr-1758	648	30	is	be	AUX
cblr-1758	648	31	based	base	VERB
cblr-1758	648	32	on	on	ADP
cblr-1758	648	33	,	,	PUNCT
cblr-1758	648	34	or	or	CCONJ
cblr-1758	648	35	tailored	tailor	VERB
cblr-1758	648	36	to	to	ADP
cblr-1758	648	37	,	,	PUNCT
cblr-1758	648	38	the	the	DET
cblr-1758	648	39	specific	specific	ADJ
cblr-1758	648	40	facts	fact	NOUN
cblr-1758	648	41	and	and	CCONJ
cblr-1758	648	42	circumstances	circumstance	NOUN
cblr-1758	648	43	of	of	ADP
cblr-1758	648	44	individual	individual	ADJ
cblr-1758	648	45	clients.159	clients.159	NOUN
cblr-1758	648	46	the	the	DET
cblr-1758	648	47	definition	definition	NOUN
cblr-1758	648	48	of	of	ADP
cblr-1758	648	49	“	"	PUNCT
cblr-1758	648	50	commodity	commodity	NOUN
cblr-1758	648	51	trading	trading	NOUN
cblr-1758	648	52	advisor	advisor	NOUN
cblr-1758	648	53	”	"	PUNCT
cblr-1758	648	54	includes	include	VERB
cblr-1758	648	55	persons	person	NOUN
cblr-1758	648	56	who	who	PRON
cblr-1758	648	57	use	use	VERB
cblr-1758	648	58	the	the	DET
cblr-1758	648	59	internet	internet	NOUN
cblr-1758	648	60	and	and	CCONJ
cblr-1758	648	61	email	email	NOUN
cblr-1758	648	62	to	to	PART
cblr-1758	648	63	solicit	solicit	VERB
cblr-1758	648	64	prospective	prospective	ADJ
cblr-1758	648	65	paying	pay	VERB
cblr-1758	648	66	clients	client	NOUN
cblr-1758	648	67	and	and	CCONJ
cblr-1758	648	68	to	to	PART
cblr-1758	648	69	recommend	recommend	VERB
cblr-1758	648	70	to	to	ADP
cblr-1758	648	71	paying	pay	VERB
cblr-1758	648	72	clients	client	NOUN
cblr-1758	648	73	when	when	SCONJ
cblr-1758	648	74	to	to	PART
cblr-1758	648	75	enter	enter	VERB
cblr-1758	648	76	and	and	CCONJ
cblr-1758	648	77	exit	exit	NOUN
cblr-1758	648	78	trades	trade	NOUN
cblr-1758	648	79	in	in	ADP
cblr-1758	648	80	futures	future	NOUN
cblr-1758	648	81	contracts	contract	NOUN
cblr-1758	648	82	,	,	PUNCT
cblr-1758	648	83	as	as	ADV
cblr-1758	648	84	well	well	ADV
cblr-1758	648	85	as	as	ADP
cblr-1758	648	86	persons	person	NOUN
cblr-1758	648	87	who	who	PRON
cblr-1758	648	88	receive	receive	VERB
cblr-1758	648	89	authorization	authorization	NOUN
cblr-1758	648	90	to	to	PART
cblr-1758	648	91	place	place	VERB
cblr-1758	648	92	trades	trade	NOUN
cblr-1758	648	93	in	in	ADP
cblr-1758	648	94	clients	client	NOUN
cblr-1758	648	95	’	'	PUNCT
cblr-1758	648	96	accounts	account	NOUN
cblr-1758	648	97	based	base	VERB
cblr-1758	648	98	on	on	ADP
cblr-1758	648	99	such	such	ADJ
cblr-1758	648	100	recommendations.160	recommendations.160	VERB
cblr-1758	648	101	the	the	DET
cblr-1758	648	102	“	"	PUNCT
cblr-1758	648	103	commodity	commodity	NOUN
cblr-1758	648	104	trading	trading	NOUN
cblr-1758	648	105	advisor	advisor	NOUN
cblr-1758	648	106	”	"	PUNCT
cblr-1758	648	107	definition	definition	NOUN
cblr-1758	648	108	also	also	ADV
cblr-1758	648	109	covers	cover	VERB
cblr-1758	648	110	persons	person	NOUN
cblr-1758	648	111	who	who	PRON
cblr-1758	648	112	sell	sell	VERB
cblr-1758	648	113	computer	computer	NOUN
cblr-1758	648	114	software	software	NOUN
cblr-1758	648	115	programs	program	NOUN
cblr-1758	648	116	that	that	PRON
cblr-1758	648	117	provide	provide	VERB
cblr-1758	648	118	their	their	PRON
cblr-1758	648	119	users	user	NOUN
cblr-1758	648	120	with	with	ADP
cblr-1758	648	121	specific	specific	ADJ
cblr-1758	648	122	advice	advice	NOUN
cblr-1758	648	123	about	about	ADP
cblr-1758	648	124	trading	trading	NOUN
cblr-1758	648	125	futures	future	NOUN
cblr-1758	648	126	contracts.161	contracts.161	VERB
cblr-1758	648	127	indeed	indeed	ADV
cblr-1758	648	128	,	,	PUNCT
cblr-1758	648	129	the	the	DET
cblr-1758	648	130	cftc	cftc	PROPN
cblr-1758	648	131	recommended	recommend	VERB
cblr-1758	648	132	certain	certain	ADJ
cblr-1758	648	133	futures	future	NOUN
cblr-1758	648	134	contracts	contract	NOUN
cblr-1758	648	135	for	for	ADP
cblr-1758	648	136	investment	investment	NOUN
cblr-1758	648	137	”	"	PUNCT
cblr-1758	648	138	were	be	AUX
cblr-1758	648	139	ctas	cta	NOUN
cblr-1758	648	140	)	)	PUNCT
cblr-1758	648	141	,	,	PUNCT
cblr-1758	648	142	modified	modify	VERB
cblr-1758	648	143	,	,	PUNCT
cblr-1758	648	144	on	on	ADP
cblr-1758	648	145	reconsideration	reconsideration	NOUN
cblr-1758	648	146	,	,	PUNCT
cblr-1758	648	147	on	on	ADP
cblr-1758	648	148	other	other	ADJ
cblr-1758	648	149	grounds	ground	NOUN
cblr-1758	648	150	,	,	PUNCT
cblr-1758	648	151	650	650	NUM
cblr-1758	648	152	f.	f.	PROPN
cblr-1758	648	153	supp	supp	PROPN
cblr-1758	648	154	.	.	PUNCT
cblr-1758	649	1	912	912	NUM
cblr-1758	649	2	(	(	PUNCT
cblr-1758	649	3	d.	d.	PROPN
cblr-1758	649	4	mass	mass	PROPN
cblr-1758	649	5	.	.	PROPN
cblr-1758	649	6	1987	1987	NUM
cblr-1758	649	7	)	)	PUNCT
cblr-1758	649	8	,	,	PUNCT
cblr-1758	649	9	rev’d	rev’d	NOUN
cblr-1758	649	10	on	on	ADP
cblr-1758	649	11	other	other	ADJ
cblr-1758	649	12	grounds	ground	NOUN
cblr-1758	649	13	,	,	PUNCT
cblr-1758	649	14	852	852	NUM
cblr-1758	649	15	f.2d	f.2d	SYM
cblr-1758	649	16	30	30	NUM
cblr-1758	649	17	(	(	PUNCT
cblr-1758	649	18	1st	1st	ADJ
cblr-1758	649	19	cir	cir	NOUN
cblr-1758	649	20	.	.	PUNCT
cblr-1758	649	21	1988	1988	NUM
cblr-1758	649	22	)	)	PUNCT
cblr-1758	649	23	.	.	PUNCT
cblr-1758	650	1	158	158	NUM
cblr-1758	650	2	see	see	VERB
cblr-1758	650	3	cea	cea	PROPN
cblr-1758	650	4	§	§	PROPN
cblr-1758	650	5	1a(12)(b	1a(12)(b	NUM
cblr-1758	650	6	)	)	PUNCT
cblr-1758	650	7	,	,	PUNCT
cblr-1758	650	8	7	7	NUM
cblr-1758	650	9	u.s.c	u.s.c	ADJ
cblr-1758	650	10	.	.	PUNCT
cblr-1758	651	1	§	§	PROPN
cblr-1758	651	2	1a(12)(b	1a(12)(b	NUM
cblr-1758	651	3	)	)	PUNCT
cblr-1758	651	4	(	(	PUNCT
cblr-1758	651	5	2012	2012	NUM
cblr-1758	651	6	)	)	PUNCT
cblr-1758	651	7	;	;	PUNCT
cblr-1758	651	8	cftc	cftc	PROPN
cblr-1758	651	9	regulation	regulation	NOUN
cblr-1758	651	10	1.3(bb)(1	1.3(bb)(1	NOUN
cblr-1758	651	11	)	)	PUNCT
cblr-1758	651	12	,	,	PUNCT
cblr-1758	651	13	17	17	NUM
cblr-1758	651	14	c.f.r	c.f.r	NOUN
cblr-1758	651	15	.	.	PUNCT
cblr-1758	652	1	§	§	PROPN
cblr-1758	652	2	1.3(bb)(1	1.3(bb)(1	NOUN
cblr-1758	652	3	)	)	PUNCT
cblr-1758	652	4	(	(	PUNCT
cblr-1758	652	5	2014	2014	NUM
cblr-1758	652	6	)	)	PUNCT
cblr-1758	652	7	.	.	PUNCT
cblr-1758	653	1	it	it	PRON
cblr-1758	653	2	is	be	AUX
cblr-1758	653	3	important	important	ADJ
cblr-1758	653	4	to	to	PART
cblr-1758	653	5	note	note	VERB
cblr-1758	653	6	that	that	SCONJ
cblr-1758	653	7	these	these	DET
cblr-1758	653	8	excluded	exclude	VERB
cblr-1758	653	9	persons	person	NOUN
cblr-1758	653	10	can	can	AUX
cblr-1758	653	11	only	only	ADV
cblr-1758	653	12	provide	provide	VERB
cblr-1758	653	13	commodity	commodity	NOUN
cblr-1758	653	14	trading	trading	NOUN
cblr-1758	653	15	advice	advice	NOUN
cblr-1758	653	16	in	in	ADP
cblr-1758	653	17	a	a	DET
cblr-1758	653	18	manner	manner	NOUN
cblr-1758	653	19	that	that	PRON
cblr-1758	653	20	is	be	AUX
cblr-1758	653	21	solely	solely	ADV
cblr-1758	653	22	incidental	incidental	ADJ
cblr-1758	653	23	to	to	ADP
cblr-1758	653	24	their	their	PRON
cblr-1758	653	25	non	non	ADJ
cblr-1758	653	26	-	-	ADJ
cblr-1758	653	27	cta	cta	ADJ
cblr-1758	653	28	business	business	NOUN
cblr-1758	653	29	or	or	CCONJ
cblr-1758	653	30	profession	profession	NOUN
cblr-1758	653	31	to	to	PART
cblr-1758	653	32	receive	receive	VERB
cblr-1758	653	33	the	the	DET
cblr-1758	653	34	benefit	benefit	NOUN
cblr-1758	653	35	of	of	ADP
cblr-1758	653	36	this	this	DET
cblr-1758	653	37	exclusion	exclusion	NOUN
cblr-1758	653	38	.	.	PUNCT
cblr-1758	654	1	cea	cea	PROPN
cblr-1758	654	2	§	§	PROPN
cblr-1758	654	3	1a(12)(c	1a(12)(c	PROPN
cblr-1758	654	4	)	)	PUNCT
cblr-1758	654	5	,	,	PUNCT
cblr-1758	654	6	7	7	NUM
cblr-1758	654	7	u.s.c	u.s.c	ADJ
cblr-1758	654	8	.	.	PUNCT
cblr-1758	655	1	§	§	PROPN
cblr-1758	655	2	1a(12)(c	1a(12)(c	NUM
cblr-1758	655	3	)	)	PUNCT
cblr-1758	655	4	(	(	PUNCT
cblr-1758	655	5	2012	2012	NUM
cblr-1758	655	6	)	)	PUNCT
cblr-1758	655	7	159	159	NUM
cblr-1758	655	8	see	see	VERB
cblr-1758	655	9	17	17	NUM
cblr-1758	655	10	c.f.r	c.f.r	NOUN
cblr-1758	655	11	.	.	PUNCT
cblr-1758	656	1	§	§	PROPN
cblr-1758	656	2	4.14(a)(9	4.14(a)(9	PROPN
cblr-1758	656	3	)	)	PUNCT
cblr-1758	656	4	(	(	PUNCT
cblr-1758	656	5	2014	2014	NUM
cblr-1758	656	6	)	)	PUNCT
cblr-1758	656	7	.	.	PUNCT
cblr-1758	657	1	see	see	VERB
cblr-1758	657	2	also	also	ADV
cblr-1758	657	3	exemption	exemption	NOUN
cblr-1758	657	4	from	from	ADP
cblr-1758	657	5	registration	registration	NOUN
cblr-1758	657	6	as	as	ADP
cblr-1758	657	7	a	a	DET
cblr-1758	657	8	commodity	commodity	NOUN
cblr-1758	657	9	trading	trading	NOUN
cblr-1758	657	10	advisor	advisor	NOUN
cblr-1758	657	11	,	,	PUNCT
cblr-1758	657	12	65	65	NUM
cblr-1758	657	13	fed	feed	VERB
cblr-1758	657	14	.	.	PUNCT
cblr-1758	658	1	reg	reg	PROPN
cblr-1758	658	2	.	.	PUNCT
cblr-1758	659	1	at	at	ADP
cblr-1758	659	2	12,939	12,939	NUM
cblr-1758	659	3	;	;	PUNCT
cblr-1758	659	4	17	17	NUM
cblr-1758	659	5	c.f.r	c.f.r	NOUN
cblr-1758	659	6	.	.	PUNCT
cblr-1758	660	1	§	§	PROPN
cblr-1758	660	2	4.10(f	4.10(f	PROPN
cblr-1758	660	3	)	)	PUNCT
cblr-1758	660	4	(	(	PUNCT
cblr-1758	660	5	2014	2014	NUM
cblr-1758	660	6	)	)	PUNCT
cblr-1758	660	7	.	.	PUNCT
cblr-1758	661	1	160	160	NUM
cblr-1758	661	2	see	see	VERB
cblr-1758	661	3	cftc	cftc	PROPN
cblr-1758	661	4	v.	v.	PROPN
cblr-1758	661	5	hall	hall	PROPN
cblr-1758	661	6	,	,	PUNCT
cblr-1758	661	7	49	49	NUM
cblr-1758	661	8	f.supp.3d	f.supp.3d	SYM
cblr-1758	661	9	444	444	NUM
cblr-1758	661	10	(	(	PUNCT
cblr-1758	661	11	m.d.n.c	m.d.n.c	PROPN
cblr-1758	661	12	.	.	NOUN
cblr-1758	661	13	2014	2014	NUM
cblr-1758	661	14	)	)	PUNCT
cblr-1758	661	15	.	.	PUNCT
cblr-1758	662	1	161	161	NUM
cblr-1758	662	2	see	see	VERB
cblr-1758	662	3	cftc	cftc	PROPN
cblr-1758	662	4	v.	v.	PROPN
cblr-1758	662	5	vartuli	vartuli	PROPN
cblr-1758	662	6	,	,	PUNCT
cblr-1758	662	7	228	228	NUM
cblr-1758	662	8	f.3d	f.3d	NUM
cblr-1758	662	9	94	94	NUM
cblr-1758	662	10	,	,	PUNCT
cblr-1758	662	11	103–104	103–104	NUM
cblr-1758	662	12	(	(	PUNCT
cblr-1758	662	13	2d	2d	NUM
cblr-1758	662	14	cir	cir	NOUN
cblr-1758	662	15	.	.	PROPN
cblr-1758	662	16	2000	2000	NUM
cblr-1758	662	17	)	)	PUNCT
cblr-1758	662	18	.	.	PUNCT
cblr-1758	663	1	additionally	additionally	ADV
cblr-1758	663	2	,	,	PUNCT
cblr-1758	663	3	cftc	cftc	PROPN
cblr-1758	663	4	staff	staff	NOUN
cblr-1758	663	5	has	have	AUX
cblr-1758	663	6	stated	state	VERB
cblr-1758	663	7	that	that	SCONJ
cblr-1758	663	8	the	the	DET
cblr-1758	663	9	definition	definition	NOUN
cblr-1758	663	10	of	of	ADP
cblr-1758	663	11	“	"	PUNCT
cblr-1758	663	12	commodity	commodity	NOUN
cblr-1758	663	13	trading	trading	NOUN
cblr-1758	663	14	advisor	advisor	NOUN
cblr-1758	663	15	”	"	PUNCT
cblr-1758	663	16	covers	cover	VERB
cblr-1758	663	17	the	the	DET
cblr-1758	663	18	sellers	seller	NOUN
cblr-1758	663	19	of	of	ADP
cblr-1758	663	20	software	software	NOUN
cblr-1758	663	21	programs	program	NOUN
cblr-1758	663	22	,	,	PUNCT
cblr-1758	663	23	including	include	VERB
cblr-1758	663	24	,	,	PUNCT
cblr-1758	663	25	for	for	ADP
cblr-1758	663	26	example	example	NOUN
cblr-1758	663	27	,	,	PUNCT
cblr-1758	663	28	the	the	DET
cblr-1758	663	29	seller	seller	NOUN
cblr-1758	663	30	of	of	ADP
cblr-1758	663	31	software	software	NOUN
cblr-1758	663	32	that	that	PRON
cblr-1758	663	33	allowed	allow	VERB
cblr-1758	663	34	users	user	NOUN
cblr-1758	663	35	to	to	PART
cblr-1758	663	36	“	"	PUNCT
cblr-1758	663	37	perform	perform	VERB
cblr-1758	663	38	analyses	analysis	NOUN
cblr-1758	663	39	with	with	ADP
cblr-1758	663	40	respect	respect	NOUN
cblr-1758	663	41	to	to	ADP
cblr-1758	663	42	the	the	DET
cblr-1758	663	43	u.s	u.s	PROPN
cblr-1758	663	44	.	.	PROPN
cblr-1758	663	45	dollar	dollar	PROPN
cblr-1758	663	46	index	index	NOUN
cblr-1758	663	47	”	"	PUNCT
cblr-1758	663	48	that	that	PRON
cblr-1758	663	49	served	serve	VERB
cblr-1758	663	50	as	as	ADP
cblr-1758	663	51	the	the	DET
cblr-1758	663	52	basis	basis	NOUN
cblr-1758	663	53	for	for	ADP
cblr-1758	663	54	futures	future	NOUN
cblr-1758	663	55	contracts	contract	NOUN
cblr-1758	663	56	at	at	ADP
cblr-1758	663	57	one	one	NUM
cblr-1758	663	58	exchange	exchange	NOUN
cblr-1758	663	59	.	.	PUNCT
cblr-1758	664	1	see	see	VERB
cblr-1758	664	2	cftc	cftc	PROPN
cblr-1758	664	3	interpretative	interpretative	ADJ
cblr-1758	664	4	letter	letter	NOUN
cblr-1758	664	5	no	no	INTJ
cblr-1758	664	6	.	.	PROPN
cblr-1758	665	1	93	93	NUM
cblr-1758	665	2	-	-	SYM
cblr-1758	665	3	18	18	NUM
cblr-1758	665	4	,	,	PUNCT
cblr-1758	665	5	1993	1993	NUM
cblr-1758	665	6	wl	wl	NOUN
cblr-1758	665	7	589771	589771	NUM
cblr-1758	665	8	(	(	PUNCT
cblr-1758	665	9	feb	feb	PROPN
cblr-1758	665	10	.	.	PROPN
cblr-1758	665	11	23	23	NUM
cblr-1758	665	12	,	,	PUNCT
cblr-1758	665	13	1993	1993	NUM
cblr-1758	665	14	)	)	PUNCT
cblr-1758	665	15	;	;	PUNCT
cblr-1758	665	16	cftc	cftc	PROPN
cblr-1758	665	17	interpretative	interpretative	ADJ
cblr-1758	665	18	letter	letter	NOUN
cblr-1758	665	19	no	no	INTJ
cblr-1758	666	1	.	.	PROPN
cblr-1758	667	1	93	93	NUM
cblr-1758	667	2	-	-	SYM
cblr-1758	667	3	27	27	NUM
cblr-1758	667	4	1993	1993	NUM
cblr-1758	667	5	wl	wl	NOUN
cblr-1758	667	6	589819	589819	NUM
cblr-1758	667	7	(	(	PUNCT
cblr-1758	667	8	apr	apr	NOUN
cblr-1758	667	9	.	.	PROPN
cblr-1758	667	10	2	2	NUM
cblr-1758	667	11	,	,	PUNCT
cblr-1758	667	12	1993	1993	NUM
cblr-1758	667	13	)	)	PUNCT
cblr-1758	667	14	.	.	PUNCT
cblr-1758	668	1	see	see	VERB
cblr-1758	668	2	also	also	ADV
cblr-1758	668	3	cftc	cftc	PROPN
cblr-1758	668	4	interpretative	interpretative	ADJ
cblr-1758	668	5	letter	letter	NOUN
cblr-1758	668	6	no	no	INTJ
cblr-1758	668	7	.	.	PROPN
cblr-1758	669	1	93	93	NUM
cblr-1758	669	2	-	-	SYM
cblr-1758	669	3	69	69	NUM
cblr-1758	669	4	,	,	PUNCT
cblr-1758	669	5	scopino	scopino	ADJ
cblr-1758	669	6	–	–	PUNCT
cblr-1758	669	7	final	final	ADJ
cblr-1758	669	8	no	no	NOUN
cblr-1758	669	9	.	.	PUNCT
cblr-1758	670	1	2:439	2:439	NUM
cblr-1758	670	2	]	]	X
cblr-1758	670	3	the	the	DET
cblr-1758	670	4	second	second	ADJ
cblr-1758	670	5	machine	machine	NOUN
cblr-1758	670	6	age	age	NOUN
cblr-1758	670	7	479	479	NUM
cblr-1758	670	8	has	have	AUX
cblr-1758	670	9	stated	state	VERB
cblr-1758	670	10	that	that	SCONJ
cblr-1758	670	11	whether	whether	SCONJ
cblr-1758	670	12	a	a	DET
cblr-1758	670	13	person	person	NOUN
cblr-1758	670	14	has	have	AUX
cblr-1758	670	15	to	to	PART
cblr-1758	670	16	register	register	VERB
cblr-1758	670	17	as	as	ADP
cblr-1758	670	18	a	a	DET
cblr-1758	670	19	cta	cta	NOUN
cblr-1758	670	20	“	"	PUNCT
cblr-1758	670	21	is	be	AUX
cblr-1758	670	22	based	base	VERB
cblr-1758	670	23	on	on	ADP
cblr-1758	670	24	the	the	DET
cblr-1758	670	25	nature	nature	NOUN
cblr-1758	670	26	of	of	ADP
cblr-1758	670	27	the	the	DET
cblr-1758	670	28	advice	advice	NOUN
cblr-1758	670	29	that	that	PRON
cblr-1758	670	30	is	be	AUX
cblr-1758	670	31	provided	provide	VERB
cblr-1758	670	32	,	,	PUNCT
cblr-1758	670	33	regardless	regardless	ADV
cblr-1758	670	34	of	of	ADP
cblr-1758	670	35	how	how	SCONJ
cblr-1758	670	36	it	it	PRON
cblr-1758	670	37	is	be	AUX
cblr-1758	670	38	communicated	communicate	VERB
cblr-1758	670	39	to	to	ADP
cblr-1758	670	40	the	the	DET
cblr-1758	670	41	client	client	NOUN
cblr-1758	671	1	[	[	X
cblr-1758	671	2	,	,	PUNCT
cblr-1758	671	3	]	]	X
cblr-1758	671	4	”	"	PUNCT
cblr-1758	671	5	because	because	SCONJ
cblr-1758	671	6	“	"	PUNCT
cblr-1758	671	7	[	[	X
cblr-1758	671	8	i]n	i]n	ADJ
cblr-1758	671	9	today	today	NOUN
cblr-1758	671	10	’s	’s	PART
cblr-1758	671	11	technologically	technologically	ADV
cblr-1758	671	12	advanced	advanced	ADJ
cblr-1758	671	13	society	society	NOUN
cblr-1758	671	14	a	a	DET
cblr-1758	671	15	professional	professional	NOUN
cblr-1758	671	16	can	can	AUX
cblr-1758	671	17	exercise	exercise	VERB
cblr-1758	671	18	judgment	judgment	NOUN
cblr-1758	671	19	on	on	ADP
cblr-1758	671	20	behalf	behalf	NOUN
cblr-1758	671	21	of	of	ADP
cblr-1758	671	22	another	another	PRON
cblr-1758	671	23	without	without	ADP
cblr-1758	671	24	ever	ever	ADV
cblr-1758	671	25	having	have	VERB
cblr-1758	671	26	‘	'	PUNCT
cblr-1758	671	27	personal	personal	ADJ
cblr-1758	671	28	’	'	PUNCT
cblr-1758	671	29	[	[	X
cblr-1758	671	30	or	or	CCONJ
cblr-1758	671	31	direct	direct	ADJ
cblr-1758	671	32	]	]	PUNCT
cblr-1758	671	33	contact	contact	NOUN
cblr-1758	671	34	.	.	PUNCT
cblr-1758	672	1	”162	”162	NOUN
cblr-1758	672	2	this	this	DET
cblr-1758	672	3	approach	approach	NOUN
cblr-1758	672	4	is	be	AUX
cblr-1758	672	5	appropriate	appropriate	ADJ
cblr-1758	672	6	because	because	SCONJ
cblr-1758	672	7	the	the	DET
cblr-1758	672	8	risk	risk	NOUN
cblr-1758	672	9	of	of	ADP
cblr-1758	672	10	fraud	fraud	NOUN
cblr-1758	672	11	exists	exist	VERB
cblr-1758	672	12	regardless	regardless	ADV
cblr-1758	672	13	of	of	ADP
cblr-1758	672	14	the	the	DET
cblr-1758	672	15	technology	technology	NOUN
cblr-1758	672	16	used	use	VERB
cblr-1758	672	17	to	to	PART
cblr-1758	672	18	provide	provide	VERB
cblr-1758	672	19	advice	advice	NOUN
cblr-1758	672	20	or	or	CCONJ
cblr-1758	672	21	direct	direct	ADJ
cblr-1758	672	22	customer	customer	NOUN
cblr-1758	672	23	trading	trading	NOUN
cblr-1758	672	24	.	.	PUNCT
cblr-1758	673	1	for	for	ADP
cblr-1758	673	2	example	example	NOUN
cblr-1758	673	3	,	,	PUNCT
cblr-1758	673	4	in	in	ADP
cblr-1758	673	5	cftc	cftc	PROPN
cblr-1758	673	6	v.	v.	PROPN
cblr-1758	673	7	vartuli	vartuli	PROPN
cblr-1758	673	8	,	,	PUNCT
cblr-1758	673	9	the	the	DET
cblr-1758	673	10	sellers	seller	NOUN
cblr-1758	673	11	of	of	ADP
cblr-1758	673	12	a	a	DET
cblr-1758	673	13	software	software	NOUN
cblr-1758	673	14	program	program	NOUN
cblr-1758	673	15	that	that	PRON
cblr-1758	673	16	gave	give	VERB
cblr-1758	673	17	users	user	NOUN
cblr-1758	673	18	futures	future	NOUN
cblr-1758	673	19	trading	trading	NOUN
cblr-1758	673	20	advice	advice	NOUN
cblr-1758	673	21	fraudulently	fraudulently	ADV
cblr-1758	673	22	misled	mislead	VERB
cblr-1758	673	23	others	other	NOUN
cblr-1758	673	24	by	by	ADP
cblr-1758	673	25	claiming	claim	VERB
cblr-1758	673	26	that	that	SCONJ
cblr-1758	673	27	the	the	DET
cblr-1758	673	28	software	software	NOUN
cblr-1758	673	29	would	would	AUX
cblr-1758	673	30	“	"	PUNCT
cblr-1758	673	31	make	make	VERB
cblr-1758	673	32	[	[	X
cblr-1758	673	33	]	]	X
cblr-1758	673	34	money	money	NOUN
cblr-1758	673	35	automatically	automatically	ADV
cblr-1758	673	36	”	"	PUNCT
cblr-1758	673	37	when	when	SCONJ
cblr-1758	673	38	,	,	PUNCT
cblr-1758	673	39	in	in	ADP
cblr-1758	673	40	reality	reality	NOUN
cblr-1758	673	41	,	,	PUNCT
cblr-1758	673	42	users	user	NOUN
cblr-1758	673	43	of	of	ADP
cblr-1758	673	44	the	the	DET
cblr-1758	673	45	program	program	NOUN
cblr-1758	673	46	universally	universally	ADV
cblr-1758	673	47	suffered	suffer	VERB
cblr-1758	673	48	substantial	substantial	ADJ
cblr-1758	673	49	losses.163	losses.163	NOUN
cblr-1758	673	50	to	to	PART
cblr-1758	673	51	keep	keep	VERB
cblr-1758	673	52	futures	future	NOUN
cblr-1758	673	53	trading	trading	NOUN
cblr-1758	673	54	professionals	professional	NOUN
cblr-1758	673	55	honest	honest	ADJ
cblr-1758	673	56	,	,	PUNCT
cblr-1758	673	57	cea	cea	PROPN
cblr-1758	673	58	section	section	PROPN
cblr-1758	673	59	4o(1)(b	4o(1)(b	NUM
cblr-1758	673	60	)	)	PUNCT
cblr-1758	673	61	imposes	impose	VERB
cblr-1758	673	62	fraud	fraud	NOUN
cblr-1758	673	63	liability	liability	NOUN
cblr-1758	673	64	under	under	ADP
cblr-1758	673	65	a	a	DET
cblr-1758	673	66	negligence	negligence	NOUN
cblr-1758	673	67	standard,164	standard,164	NOUN
cblr-1758	673	68	without	without	ADP
cblr-1758	673	69	requiring	require	VERB
cblr-1758	673	70	scienter	scienter	NOUN
cblr-1758	673	71	,	,	PUNCT
cblr-1758	673	72	to	to	ADP
cblr-1758	673	73	commodity	commodity	NOUN
cblr-1758	673	74	trading	trading	NOUN
cblr-1758	673	75	advisors	advisor	NOUN
cblr-1758	673	76	,	,	PUNCT
cblr-1758	673	77	commodity	commodity	NOUN
cblr-1758	673	78	pool	pool	NOUN
cblr-1758	673	79	operators	operator	NOUN
cblr-1758	673	80	,	,	PUNCT
cblr-1758	673	81	and	and	CCONJ
cblr-1758	673	82	their	their	PRON
cblr-1758	673	83	aps.165	aps.165	ADJ
cblr-1758	673	84	1993	1993	NUM
cblr-1758	673	85	wl	wl	NOUN
cblr-1758	673	86	595743	595743	NUM
cblr-1758	673	87	(	(	PUNCT
cblr-1758	673	88	july	july	PROPN
cblr-1758	673	89	13	13	NUM
cblr-1758	673	90	,	,	PUNCT
cblr-1758	673	91	1993	1993	NUM
cblr-1758	673	92	)	)	PUNCT
cblr-1758	673	93	(	(	PUNCT
cblr-1758	673	94	concluding	conclude	VERB
cblr-1758	673	95	that	that	SCONJ
cblr-1758	673	96	the	the	DET
cblr-1758	673	97	seller	seller	NOUN
cblr-1758	673	98	of	of	ADP
cblr-1758	673	99	a	a	DET
cblr-1758	673	100	mechanical	mechanical	ADJ
cblr-1758	673	101	trading	trading	NOUN
cblr-1758	673	102	system	system	NOUN
cblr-1758	673	103	for	for	ADP
cblr-1758	673	104	trading	trading	NOUN
cblr-1758	673	105	futures	future	NOUN
cblr-1758	673	106	was	be	AUX
cblr-1758	673	107	a	a	DET
cblr-1758	673	108	cta	cta	NOUN
cblr-1758	673	109	)	)	PUNCT
cblr-1758	673	110	;	;	PUNCT
cblr-1758	673	111	cftc	cftc	PROPN
cblr-1758	673	112	interpretative	interpretative	ADJ
cblr-1758	673	113	letter	letter	NOUN
cblr-1758	673	114	no	no	INTJ
cblr-1758	673	115	.	.	NOUN
cblr-1758	674	1	95	95	NUM
cblr-1758	674	2	-	-	SYM
cblr-1758	674	3	101	101	NUM
cblr-1758	674	4	,	,	PUNCT
cblr-1758	674	5	1995	1995	NUM
cblr-1758	674	6	wl	wl	NOUN
cblr-1758	674	7	755648	755648	NUM
cblr-1758	674	8	(	(	PUNCT
cblr-1758	674	9	nov	nov	PROPN
cblr-1758	674	10	.	.	PROPN
cblr-1758	674	11	21	21	NUM
cblr-1758	674	12	,	,	PUNCT
cblr-1758	674	13	1995	1995	NUM
cblr-1758	674	14	)	)	PUNCT
cblr-1758	674	15	(	(	PUNCT
cblr-1758	674	16	concluding	conclude	VERB
cblr-1758	674	17	the	the	DET
cblr-1758	674	18	same	same	ADJ
cblr-1758	674	19	)	)	PUNCT
cblr-1758	674	20	.	.	PUNCT
cblr-1758	675	1	162	162	NUM
cblr-1758	675	2	exemption	exemption	NOUN
cblr-1758	675	3	from	from	ADP
cblr-1758	675	4	registration	registration	NOUN
cblr-1758	675	5	as	as	ADP
cblr-1758	675	6	a	a	DET
cblr-1758	675	7	commodity	commodity	NOUN
cblr-1758	675	8	trading	trading	NOUN
cblr-1758	675	9	advisor	advisor	NOUN
cblr-1758	675	10	,	,	PUNCT
cblr-1758	675	11	65	65	NUM
cblr-1758	675	12	fed	feed	VERB
cblr-1758	675	13	.	.	PUNCT
cblr-1758	676	1	reg	reg	PROPN
cblr-1758	676	2	.	.	PUNCT
cblr-1758	677	1	at	at	ADP
cblr-1758	677	2	12,940	12,940	NUM
cblr-1758	677	3	(	(	PUNCT
cblr-1758	677	4	alterations	alteration	NOUN
cblr-1758	677	5	in	in	ADP
cblr-1758	677	6	original	original	ADJ
cblr-1758	677	7	)	)	PUNCT
cblr-1758	677	8	(	(	PUNCT
cblr-1758	677	9	citation	citation	NOUN
cblr-1758	677	10	and	and	CCONJ
cblr-1758	677	11	quotation	quotation	NOUN
cblr-1758	677	12	marks	mark	NOUN
cblr-1758	677	13	omitted	omit	VERB
cblr-1758	677	14	)	)	PUNCT
cblr-1758	677	15	.	.	PUNCT
cblr-1758	678	1	163	163	NUM
cblr-1758	678	2	vartuli	vartuli	NOUN
cblr-1758	678	3	,	,	PUNCT
cblr-1758	678	4	228	228	NUM
cblr-1758	678	5	f.3d	f.3d	NUM
cblr-1758	678	6	at	at	ADP
cblr-1758	678	7	99–100	99–100	PROPN
cblr-1758	678	8	.	.	PUNCT
cblr-1758	678	9	164	164	NUM
cblr-1758	678	10	black	black	PROPN
cblr-1758	678	11	’s	’s	PART
cblr-1758	678	12	law	law	NOUN
cblr-1758	678	13	dictionary	dictionary	NOUN
cblr-1758	678	14	930	930	NUM
cblr-1758	678	15	(	(	PUNCT
cblr-1758	678	16	5th	5th	ADJ
cblr-1758	678	17	ed	ed	NOUN
cblr-1758	678	18	.	.	PROPN
cblr-1758	678	19	1979	1979	NUM
cblr-1758	678	20	)	)	PUNCT
cblr-1758	678	21	(	(	PUNCT
cblr-1758	678	22	“	"	PUNCT
cblr-1758	678	23	negligence	negligence	NOUN
cblr-1758	678	24	is	be	AUX
cblr-1758	678	25	the	the	DET
cblr-1758	678	26	failure	failure	NOUN
cblr-1758	678	27	to	to	PART
cblr-1758	678	28	use	use	VERB
cblr-1758	678	29	such	such	ADJ
cblr-1758	678	30	care	care	NOUN
cblr-1758	678	31	as	as	ADP
cblr-1758	678	32	a	a	DET
cblr-1758	678	33	reasonably	reasonably	ADV
cblr-1758	678	34	prudent	prudent	ADJ
cblr-1758	678	35	and	and	CCONJ
cblr-1758	678	36	careful	careful	ADJ
cblr-1758	678	37	person	person	NOUN
cblr-1758	678	38	would	would	AUX
cblr-1758	678	39	use	use	VERB
cblr-1758	678	40	under	under	ADP
cblr-1758	678	41	similar	similar	ADJ
cblr-1758	678	42	circumstances	circumstance	NOUN
cblr-1758	678	43	.	.	PUNCT
cblr-1758	678	44	.	.	PUNCT
cblr-1758	678	45	.	.	PUNCT
cblr-1758	678	46	.	.	PUNCT
cblr-1758	678	47	”	"	PUNCT
cblr-1758	678	48	)	)	PUNCT
cblr-1758	678	49	;	;	PUNCT
cblr-1758	678	50	w.	w.	PROPN
cblr-1758	678	51	page	page	PROPN
cblr-1758	678	52	keeton	keeton	PROPN
cblr-1758	678	53	et	et	PROPN
cblr-1758	678	54	al	al	PROPN
cblr-1758	678	55	.	.	PROPN
cblr-1758	678	56	,	,	PUNCT
cblr-1758	678	57	prosser	prosser	PROPN
cblr-1758	678	58	and	and	CCONJ
cblr-1758	678	59	keeton	keeton	PROPN
cblr-1758	678	60	on	on	ADP
cblr-1758	678	61	the	the	DET
cblr-1758	678	62	law	law	NOUN
cblr-1758	678	63	of	of	ADP
cblr-1758	678	64	torts	tort	NOUN
cblr-1758	678	65	§	§	PROPN
cblr-1758	678	66	32	32	NUM
cblr-1758	678	67	,	,	PUNCT
cblr-1758	678	68	at	at	ADP
cblr-1758	678	69	175	175	NUM
cblr-1758	678	70	(	(	PUNCT
cblr-1758	678	71	5th	5th	ADJ
cblr-1758	678	72	ed	ed	NOUN
cblr-1758	678	73	.	.	PROPN
cblr-1758	678	74	1984	1984	NUM
cblr-1758	678	75	)	)	PUNCT
cblr-1758	678	76	(	(	PUNCT
cblr-1758	678	77	concluding	conclude	VERB
cblr-1758	678	78	that	that	SCONJ
cblr-1758	678	79	“	"	PUNCT
cblr-1758	678	80	negligence	negligence	NOUN
cblr-1758	678	81	is	be	AUX
cblr-1758	678	82	a	a	DET
cblr-1758	678	83	failure	failure	NOUN
cblr-1758	678	84	to	to	PART
cblr-1758	678	85	do	do	AUX
cblr-1758	678	86	what	what	PRON
cblr-1758	678	87	the	the	DET
cblr-1758	678	88	reasonable	reasonable	ADJ
cblr-1758	678	89	person	person	NOUN
cblr-1758	678	90	would	would	AUX
cblr-1758	678	91	do	do	VERB
cblr-1758	678	92	”	"	PUNCT
cblr-1758	678	93	under	under	ADP
cblr-1758	678	94	like	like	ADJ
cblr-1758	678	95	circumstances	circumstance	NOUN
cblr-1758	678	96	)	)	PUNCT
cblr-1758	678	97	.	.	PUNCT
cblr-1758	679	1	165	165	NUM
cblr-1758	679	2	cea	cea	PROPN
cblr-1758	679	3	§	§	PROPN
cblr-1758	679	4	4o(1)(b	4o(1)(b	PROPN
cblr-1758	679	5	)	)	PUNCT
cblr-1758	679	6	,	,	PUNCT
cblr-1758	679	7	7	7	NUM
cblr-1758	679	8	u.s.c	u.s.c	ADJ
cblr-1758	679	9	.	.	PUNCT
cblr-1758	680	1	§	§	PROPN
cblr-1758	680	2	6o(1)(b	6o(1)(b	PROPN
cblr-1758	680	3	)	)	PUNCT
cblr-1758	680	4	(	(	PUNCT
cblr-1758	680	5	2012	2012	NUM
cblr-1758	680	6	)	)	PUNCT
cblr-1758	680	7	.	.	PUNCT
cblr-1758	681	1	see	see	VERB
cblr-1758	681	2	commodity	commodity	NOUN
cblr-1758	681	3	trend	trend	NOUN
cblr-1758	681	4	serv	serv	X
cblr-1758	681	5	.	.	PROPN
cblr-1758	681	6	,	,	PUNCT
cblr-1758	681	7	inc	inc	PROPN
cblr-1758	681	8	.	.	PROPN
cblr-1758	681	9	v.	v.	PROPN
cblr-1758	681	10	cftc	cftc	PROPN
cblr-1758	681	11	,	,	PUNCT
cblr-1758	681	12	233	233	NUM
cblr-1758	681	13	f.3d	f.3d	NUM
cblr-1758	681	14	981	981	NUM
cblr-1758	681	15	,	,	PUNCT
cblr-1758	681	16	993	993	NUM
cblr-1758	681	17	(	(	PUNCT
cblr-1758	681	18	7th	7th	ADJ
cblr-1758	681	19	cir	cir	NOUN
cblr-1758	681	20	.	.	PROPN
cblr-1758	681	21	2000	2000	NUM
cblr-1758	681	22	)	)	PUNCT
cblr-1758	681	23	(	(	PUNCT
cblr-1758	681	24	stating	state	VERB
cblr-1758	681	25	that	that	SCONJ
cblr-1758	681	26	7	7	NUM
cblr-1758	681	27	u.s.c	u.s.c	NOUN
cblr-1758	681	28	.	.	PUNCT
cblr-1758	682	1	§	§	PROPN
cblr-1758	682	2	6o(1)(b	6o(1)(b	PROPN
cblr-1758	682	3	)	)	PUNCT
cblr-1758	682	4	“	"	PUNCT
cblr-1758	682	5	does	do	AUX
cblr-1758	682	6	not	not	PART
cblr-1758	682	7	require	require	VERB
cblr-1758	682	8	a	a	DET
cblr-1758	682	9	showing	showing	NOUN
cblr-1758	682	10	of	of	ADP
cblr-1758	682	11	scienter	scienter	NOUN
cblr-1758	682	12	”	"	PUNCT
cblr-1758	682	13	)	)	PUNCT
cblr-1758	682	14	;	;	PUNCT
cblr-1758	682	15	messer	messer	PROPN
cblr-1758	682	16	v.	v.	PROPN
cblr-1758	682	17	e.f	e.f	PROPN
cblr-1758	682	18	.	.	PROPN
cblr-1758	682	19	hutton	hutton	PROPN
cblr-1758	682	20	&	&	CCONJ
cblr-1758	682	21	co.	co.	PROPN
cblr-1758	682	22	,	,	PUNCT
cblr-1758	682	23	847	847	NUM
cblr-1758	682	24	f.2d	f.2d	ADP
cblr-1758	682	25	673	673	NUM
cblr-1758	682	26	,	,	PUNCT
cblr-1758	682	27	677	677	NUM
cblr-1758	682	28	(	(	PUNCT
cblr-1758	682	29	11th	11th	ADJ
cblr-1758	682	30	cir	cir	NOUN
cblr-1758	682	31	.	.	PUNCT
cblr-1758	682	32	1988	1988	NUM
cblr-1758	682	33	)	)	PUNCT
cblr-1758	682	34	(	(	PUNCT
cblr-1758	682	35	stating	state	VERB
cblr-1758	682	36	that	that	SCONJ
cblr-1758	682	37	cea	cea	PROPN
cblr-1758	682	38	§	§	PROPN
cblr-1758	682	39	4o(1)(b	4o(1)(b	PROPN
cblr-1758	682	40	)	)	PUNCT
cblr-1758	682	41	“	"	PUNCT
cblr-1758	682	42	does	do	AUX
cblr-1758	682	43	not	not	PART
cblr-1758	682	44	require	require	VERB
cblr-1758	682	45	proof	proof	NOUN
cblr-1758	682	46	of	of	ADP
cblr-1758	682	47	scienter	scienter	NOUN
cblr-1758	682	48	”	"	PUNCT
cblr-1758	682	49	(	(	PUNCT
cblr-1758	682	50	emphasis	emphasis	NOUN
cblr-1758	682	51	omitted	omit	VERB
cblr-1758	682	52	)	)	PUNCT
cblr-1758	682	53	)	)	PUNCT
cblr-1758	682	54	.	.	PUNCT
cblr-1758	683	1	scopino	scopino	PROPN
cblr-1758	683	2	–	–	PUNCT
cblr-1758	684	1	final	final	ADJ
cblr-1758	684	2	480	480	NUM
cblr-1758	684	3	columbia	columbia	PROPN
cblr-1758	684	4	business	business	NOUN
cblr-1758	684	5	law	law	PROPN
cblr-1758	684	6	review	review	NOUN
cblr-1758	684	7	[	[	X
cblr-1758	684	8	vol	vol	NOUN
cblr-1758	684	9	.	.	NOUN
cblr-1758	684	10	2015	2015	NUM
cblr-1758	684	11	b.	b.	PROPN
cblr-1758	684	12	commodity	commodity	NOUN
cblr-1758	684	13	pool	pool	NOUN
cblr-1758	684	14	operators––leaders	operators––leaders	PROPN
cblr-1758	684	15	of	of	ADP
cblr-1758	684	16	collective	collective	ADJ
cblr-1758	684	17	investment	investment	NOUN
cblr-1758	684	18	vehicles	vehicle	NOUN
cblr-1758	684	19	a	a	DET
cblr-1758	684	20	commodity	commodity	NOUN
cblr-1758	684	21	pool	pool	NOUN
cblr-1758	684	22	operator	operator	NOUN
cblr-1758	684	23	is	be	AUX
cblr-1758	684	24	any	any	DET
cblr-1758	684	25	person	person	NOUN
cblr-1758	684	26	engaged	engage	VERB
cblr-1758	684	27	in	in	ADP
cblr-1758	684	28	a	a	DET
cblr-1758	684	29	business	business	NOUN
cblr-1758	684	30	similar	similar	ADJ
cblr-1758	684	31	to	to	ADP
cblr-1758	684	32	a	a	DET
cblr-1758	684	33	commodity	commodity	NOUN
cblr-1758	684	34	pool	pool	NOUN
cblr-1758	684	35	,	,	PUNCT
cblr-1758	684	36	investment	investment	NOUN
cblr-1758	684	37	trust	trust	NOUN
cblr-1758	684	38	,	,	PUNCT
cblr-1758	684	39	syndicate	syndicate	NOUN
cblr-1758	684	40	,	,	PUNCT
cblr-1758	684	41	or	or	CCONJ
cblr-1758	684	42	comparable	comparable	ADJ
cblr-1758	684	43	form	form	NOUN
cblr-1758	684	44	of	of	ADP
cblr-1758	684	45	enterprise	enterprise	NOUN
cblr-1758	684	46	,	,	PUNCT
cblr-1758	684	47	and	and	CCONJ
cblr-1758	684	48	who	who	PRON
cblr-1758	684	49	,	,	PUNCT
cblr-1758	684	50	in	in	ADP
cblr-1758	684	51	connection	connection	NOUN
cblr-1758	684	52	with	with	ADP
cblr-1758	684	53	that	that	DET
cblr-1758	684	54	business	business	NOUN
cblr-1758	684	55	,	,	PUNCT
cblr-1758	684	56	solicits	solicit	NOUN
cblr-1758	684	57	,	,	PUNCT
cblr-1758	684	58	accepts	accept	VERB
cblr-1758	684	59	,	,	PUNCT
cblr-1758	684	60	or	or	CCONJ
cblr-1758	684	61	receives	receive	VERB
cblr-1758	684	62	from	from	ADP
cblr-1758	684	63	others	other	NOUN
cblr-1758	684	64	funds	fund	NOUN
cblr-1758	684	65	,	,	PUNCT
cblr-1758	684	66	securities	security	NOUN
cblr-1758	684	67	,	,	PUNCT
cblr-1758	684	68	or	or	CCONJ
cblr-1758	684	69	property	property	NOUN
cblr-1758	684	70	,	,	PUNCT
cblr-1758	684	71	either	either	CCONJ
cblr-1758	684	72	directly	directly	ADV
cblr-1758	684	73	or	or	CCONJ
cblr-1758	684	74	indirectly	indirectly	ADV
cblr-1758	684	75	,	,	PUNCT
cblr-1758	684	76	for	for	ADP
cblr-1758	684	77	the	the	DET
cblr-1758	684	78	purpose	purpose	NOUN
cblr-1758	684	79	of	of	ADP
cblr-1758	684	80	trading	trading	NOUN
cblr-1758	684	81	in	in	ADP
cblr-1758	684	82	commodity	commodity	NOUN
cblr-1758	684	83	interests.166	interests.166	VERB
cblr-1758	684	84	as	as	ADP
cblr-1758	684	85	of	of	ADP
cblr-1758	684	86	2013	2013	NUM
cblr-1758	684	87	,	,	PUNCT
cblr-1758	684	88	there	there	PRON
cblr-1758	684	89	were	be	VERB
cblr-1758	684	90	1,811	1,811	NUM
cblr-1758	684	91	registered	register	VERB
cblr-1758	684	92	commodity	commodity	NOUN
cblr-1758	684	93	pool	pool	NOUN
cblr-1758	684	94	operators.167	operators.167	ADV
cblr-1758	684	95	because	because	SCONJ
cblr-1758	684	96	many	many	ADJ
cblr-1758	684	97	hedge	hedge	NOUN
cblr-1758	684	98	funds	fund	NOUN
cblr-1758	684	99	trade	trade	VERB
cblr-1758	684	100	in	in	ADP
cblr-1758	684	101	commodity	commodity	NOUN
cblr-1758	684	102	interests	interest	NOUN
cblr-1758	684	103	,	,	PUNCT
cblr-1758	684	104	the	the	DET
cblr-1758	684	105	industry	industry	NOUN
cblr-1758	684	106	includes	include	VERB
cblr-1758	684	107	“	"	PUNCT
cblr-1758	684	108	many	many	ADJ
cblr-1758	684	109	of	of	ADP
cblr-1758	684	110	the	the	DET
cblr-1758	684	111	largest	large	ADJ
cblr-1758	684	112	hedge	hedge	NOUN
cblr-1758	684	113	funds	fund	NOUN
cblr-1758	684	114	.	.	PUNCT
cblr-1758	684	115	”168	”168	PUNCT
cblr-1758	685	1	as	as	SCONJ
cblr-1758	685	2	one	one	NUM
cblr-1758	685	3	commentator	commentator	NOUN
cblr-1758	685	4	has	have	AUX
cblr-1758	685	5	observed	observe	VERB
cblr-1758	685	6	,	,	PUNCT
cblr-1758	685	7	“	"	PUNCT
cblr-1758	685	8	[	[	X
cblr-1758	685	9	t]he	t]he	ADV
cblr-1758	685	10	entity	entity	NOUN
cblr-1758	685	11	registered	register	VERB
cblr-1758	685	12	with	with	ADP
cblr-1758	685	13	the	the	DET
cblr-1758	685	14	cftc	cftc	PROPN
cblr-1758	685	15	and	and	CCONJ
cblr-1758	685	16	regulated	regulate	VERB
cblr-1758	685	17	pursuant	pursuant	ADV
cblr-1758	685	18	to	to	ADP
cblr-1758	685	19	the	the	DET
cblr-1758	685	20	[	[	X
cblr-1758	685	21	cea	cea	PROPN
cblr-1758	685	22	]	]	X
cblr-1758	685	23	is	be	AUX
cblr-1758	685	24	the	the	DET
cblr-1758	685	25	commodity	commodity	NOUN
cblr-1758	685	26	pool	pool	NOUN
cblr-1758	685	27	operator	operator	NOUN
cblr-1758	685	28	,	,	PUNCT
cblr-1758	685	29	and	and	CCONJ
cblr-1758	685	30	not	not	PART
cblr-1758	685	31	the	the	DET
cblr-1758	685	32	commodity	commodity	NOUN
cblr-1758	685	33	pool	pool	NOUN
cblr-1758	685	34	.	.	PUNCT
cblr-1758	685	35	”169	”169	PUNCT
cblr-1758	686	1	notwithstanding	notwithstanding	ADP
cblr-1758	686	2	that	that	DET
cblr-1758	686	3	fact	fact	NOUN
cblr-1758	686	4	,	,	PUNCT
cblr-1758	686	5	a	a	DET
cblr-1758	686	6	commodity	commodity	NOUN
cblr-1758	686	7	pool	pool	NOUN
cblr-1758	686	8	has	have	VERB
cblr-1758	686	9	to	to	PART
cblr-1758	686	10	be	be	AUX
cblr-1758	686	11	somewhere	somewhere	ADV
cblr-1758	686	12	in	in	ADP
cblr-1758	686	13	the	the	DET
cblr-1758	686	14	picture	picture	NOUN
cblr-1758	686	15	for	for	SCONJ
cblr-1758	686	16	there	there	PRON
cblr-1758	686	17	to	to	PART
cblr-1758	686	18	be	be	AUX
cblr-1758	686	19	a	a	DET
cblr-1758	686	20	commodity	commodity	NOUN
cblr-1758	686	21	pool	pool	NOUN
cblr-1758	686	22	operator	operator	NOUN
cblr-1758	686	23	,	,	PUNCT
cblr-1758	686	24	so	so	SCONJ
cblr-1758	686	25	it	it	PRON
cblr-1758	686	26	is	be	AUX
cblr-1758	686	27	important	important	ADJ
cblr-1758	686	28	to	to	PART
cblr-1758	686	29	understand	understand	VERB
cblr-1758	686	30	whether	whether	SCONJ
cblr-1758	686	31	a	a	DET
cblr-1758	686	32	particular	particular	ADJ
cblr-1758	686	33	collective	collective	ADJ
cblr-1758	686	34	investment	investment	NOUN
cblr-1758	686	35	vehicle	vehicle	NOUN
cblr-1758	686	36	is	be	AUX
cblr-1758	686	37	a	a	DET
cblr-1758	686	38	commodity	commodity	NOUN
cblr-1758	686	39	pool	pool	NOUN
cblr-1758	686	40	.	.	PUNCT
cblr-1758	687	1	generally	generally	ADV
cblr-1758	687	2	,	,	PUNCT
cblr-1758	687	3	a	a	DET
cblr-1758	687	4	commodity	commodity	NOUN
cblr-1758	687	5	pool	pool	NOUN
cblr-1758	687	6	is	be	AUX
cblr-1758	687	7	a	a	DET
cblr-1758	687	8	group	group	NOUN
cblr-1758	687	9	investment	investment	NOUN
cblr-1758	687	10	enterprise	enterprise	NOUN
cblr-1758	687	11	,	,	PUNCT
cblr-1758	687	12	i.e.	i.e.	X
cblr-1758	687	13	,	,	PUNCT
cblr-1758	687	14	an	an	DET
cblr-1758	687	15	“	"	PUNCT
cblr-1758	687	16	investment	investment	NOUN
cblr-1758	687	17	trust	trust	NOUN
cblr-1758	687	18	,	,	PUNCT
cblr-1758	687	19	syndicate	syndicate	NOUN
cblr-1758	687	20	,	,	PUNCT
cblr-1758	687	21	or	or	CCONJ
cblr-1758	687	22	similar	similar	ADJ
cblr-1758	687	23	form	form	NOUN
cblr-1758	687	24	of	of	ADP
cblr-1758	687	25	enterprise	enterprise	NOUN
cblr-1758	687	26	,	,	PUNCT
cblr-1758	687	27	”	"	PUNCT
cblr-1758	687	28	that	that	PRON
cblr-1758	687	29	is	be	AUX
cblr-1758	687	30	operated	operate	VERB
cblr-1758	687	31	for	for	ADP
cblr-1758	687	32	the	the	DET
cblr-1758	687	33	purpose	purpose	NOUN
cblr-1758	687	34	of	of	ADP
cblr-1758	687	35	trading	trading	NOUN
cblr-1758	687	36	in	in	ADP
cblr-1758	687	37	commodity	commodity	NOUN
cblr-1758	687	38	interests	interest	NOUN
cblr-1758	687	39	,	,	PUNCT
cblr-1758	687	40	including	include	VERB
cblr-1758	687	41	futures	future	NOUN
cblr-1758	687	42	contracts	contract	NOUN
cblr-1758	687	43	,	,	PUNCT
cblr-1758	687	44	swaps	swap	NOUN
cblr-1758	687	45	,	,	PUNCT
cblr-1758	687	46	or	or	CCONJ
cblr-1758	687	47	commodity	commodity	NOUN
cblr-1758	687	48	options.170	options.170	PRON
cblr-1758	687	49	historically	historically	ADV
cblr-1758	687	50	,	,	PUNCT
cblr-1758	687	51	trading	trading	NOUN
cblr-1758	687	52	commodity	commodity	NOUN
cblr-1758	687	53	interests––that	interests––that	PROPN
cblr-1758	687	54	is	be	AUX
cblr-1758	687	55	,	,	PUNCT
cblr-1758	687	56	cftc	cftc	PROPN
cblr-1758	687	57	-	-	PUNCT
cblr-1758	687	58	regulated	regulate	VERB
cblr-1758	687	59	derivatives	derivative	NOUN
cblr-1758	687	60	–	–	PUNCT
cblr-1758	687	61	–	–	PUNCT
cblr-1758	687	62	“	"	PUNCT
cblr-1758	687	63	do	do	AUX
cblr-1758	687	64	[	[	X
cblr-1758	687	65	]	]	X
cblr-1758	687	66	not	not	PART
cblr-1758	687	67	need	need	VERB
cblr-1758	687	68	to	to	PART
cblr-1758	687	69	be	be	AUX
cblr-1758	687	70	the	the	DET
cblr-1758	687	71	sole	sole	ADJ
cblr-1758	687	72	166	166	NUM
cblr-1758	687	73	see	see	VERB
cblr-1758	687	74	cea	cea	PROPN
cblr-1758	687	75	§	§	PROPN
cblr-1758	687	76	1a(11	1a(11	NUM
cblr-1758	687	77	)	)	PUNCT
cblr-1758	687	78	,	,	PUNCT
cblr-1758	687	79	7	7	NUM
cblr-1758	687	80	u.s.c	u.s.c	ADJ
cblr-1758	687	81	.	.	PUNCT
cblr-1758	688	1	§	§	PROPN
cblr-1758	688	2	1a(11	1a(11	NUM
cblr-1758	688	3	)	)	PUNCT
cblr-1758	688	4	(	(	PUNCT
cblr-1758	688	5	2012	2012	NUM
cblr-1758	688	6	)	)	PUNCT
cblr-1758	688	7	;	;	PUNCT
cblr-1758	688	8	cftc	cftc	PROPN
cblr-1758	688	9	regulation	regulation	NOUN
cblr-1758	688	10	1.3(cc	1.3(cc	NUM
cblr-1758	688	11	)	)	PUNCT
cblr-1758	688	12	,	,	PUNCT
cblr-1758	688	13	17	17	NUM
cblr-1758	688	14	c.f.r	c.f.r	NOUN
cblr-1758	688	15	.	.	PUNCT
cblr-1758	689	1	§	§	PROPN
cblr-1758	689	2	1.3(cc	1.3(cc	NUM
cblr-1758	689	3	)	)	PUNCT
cblr-1758	689	4	(	(	PUNCT
cblr-1758	689	5	2014	2014	NUM
cblr-1758	689	6	)	)	PUNCT
cblr-1758	689	7	;	;	PUNCT
cblr-1758	689	8	rosen	rosen	PROPN
cblr-1758	689	9	,	,	PUNCT
cblr-1758	689	10	supra	supra	PROPN
cblr-1758	689	11	note	note	PROPN
cblr-1758	689	12	70	70	NUM
cblr-1758	689	13	,	,	PUNCT
cblr-1758	689	14	at	at	ADP
cblr-1758	689	15	944–50	944–50	NUM
cblr-1758	689	16	;	;	PUNCT
cblr-1758	689	17	commodity	commodity	NOUN
cblr-1758	689	18	pool	pool	NOUN
cblr-1758	689	19	operator	operator	NOUN
cblr-1758	689	20	(	(	PUNCT
cblr-1758	689	21	cpo	cpo	PROPN
cblr-1758	689	22	)	)	PUNCT
cblr-1758	689	23	,	,	PUNCT
cblr-1758	689	24	nat’l	nat’l	NOUN
cblr-1758	689	25	futures	future	NOUN
cblr-1758	689	26	ass’n	ass’n	VERB
cblr-1758	689	27	,	,	PUNCT
cblr-1758	689	28	http://www.nfa.futures.org/nfa-registration/cpo/index.html	http://www.nfa.futures.org/nfa-registration/cpo/index.html	PROPN
cblr-1758	689	29	,	,	PUNCT
cblr-1758	689	30	archived	archive	VERB
cblr-1758	689	31	at	at	ADP
cblr-1758	689	32	http://perma.cc/qd49-fpum	http://perma.cc/qd49-fpum	PRON
cblr-1758	689	33	.	.	PUNCT
cblr-1758	690	1	see	see	VERB
cblr-1758	690	2	also	also	ADV
cblr-1758	690	3	13	13	NUM
cblr-1758	690	4	markham	markham	PROPN
cblr-1758	690	5	,	,	PUNCT
cblr-1758	690	6	supra	supra	PROPN
cblr-1758	690	7	note	note	PROPN
cblr-1758	690	8	56	56	NUM
cblr-1758	690	9	,	,	PUNCT
cblr-1758	690	10	§	§	PROPN
cblr-1758	690	11	§	§	PROPN
cblr-1758	690	12	17a:3	17a:3	PROPN
cblr-1758	690	13	&	&	CCONJ
cblr-1758	690	14	17a:3.10	17a:3.10	NUM
cblr-1758	690	15	;	;	PUNCT
cblr-1758	690	16	jenny	jenny	PROPN
cblr-1758	690	17	liu	liu	PROPN
cblr-1758	690	18	,	,	PUNCT
cblr-1758	690	19	reframing	reframe	VERB
cblr-1758	690	20	commodity	commodity	NOUN
cblr-1758	690	21	pools	pool	NOUN
cblr-1758	690	22	in	in	ADP
cblr-1758	690	23	the	the	DET
cblr-1758	690	24	wake	wake	NOUN
cblr-1758	690	25	of	of	ADP
cblr-1758	690	26	dodd	dodd	PROPN
cblr-1758	690	27	-	-	PUNCT
cblr-1758	690	28	frank	frank	PROPN
cblr-1758	690	29	and	and	CCONJ
cblr-1758	690	30	the	the	DET
cblr-1758	690	31	volcker	volcker	NOUN
cblr-1758	690	32	rule	rule	NOUN
cblr-1758	690	33	,	,	PUNCT
cblr-1758	690	34	99	99	NUM
cblr-1758	690	35	cornell	cornell	PROPN
cblr-1758	690	36	l.	l.	PROPN
cblr-1758	690	37	rev	rev	PROPN
cblr-1758	690	38	.	.	PROPN
cblr-1758	690	39	201	201	NUM
cblr-1758	690	40	,	,	PUNCT
cblr-1758	690	41	210	210	NUM
cblr-1758	690	42	(	(	PUNCT
cblr-1758	690	43	2013	2013	NUM
cblr-1758	690	44	)	)	PUNCT
cblr-1758	690	45	.	.	PUNCT
cblr-1758	691	1	167	167	NUM
cblr-1758	691	2	cftc	cftc	PROPN
cblr-1758	691	3	fy2015	fy2015	PROPN
cblr-1758	691	4	budget	budget	NOUN
cblr-1758	691	5	plan	plan	NOUN
cblr-1758	691	6	,	,	PUNCT
cblr-1758	691	7	supra	supra	PROPN
cblr-1758	691	8	note	note	NOUN
cblr-1758	691	9	46	46	NUM
cblr-1758	691	10	,	,	PUNCT
cblr-1758	691	11	at	at	ADP
cblr-1758	691	12	85	85	NUM
cblr-1758	691	13	(	(	PUNCT
cblr-1758	691	14	app	app	X
cblr-1758	691	15	.	.	PROPN
cblr-1758	691	16	4	4	NUM
cblr-1758	691	17	)	)	PUNCT
cblr-1758	691	18	.	.	PUNCT
cblr-1758	692	1	168	168	NUM
cblr-1758	692	2	13	13	NUM
cblr-1758	692	3	markham	markham	PROPN
cblr-1758	692	4	,	,	PUNCT
cblr-1758	692	5	supra	supra	PROPN
cblr-1758	692	6	note	note	PROPN
cblr-1758	692	7	56	56	NUM
cblr-1758	692	8	,	,	PUNCT
cblr-1758	692	9	17a:3	17a:3	NUM
cblr-1758	692	10	.	.	PUNCT
cblr-1758	692	11	169	169	NUM
cblr-1758	692	12	see	see	VERB
cblr-1758	692	13	rosen	rosen	PROPN
cblr-1758	692	14	,	,	PUNCT
cblr-1758	692	15	supra	supra	PROPN
cblr-1758	692	16	note	note	PROPN
cblr-1758	692	17	70	70	NUM
cblr-1758	692	18	,	,	PUNCT
cblr-1758	692	19	at	at	ADP
cblr-1758	692	20	944	944	NUM
cblr-1758	692	21	.	.	PROPN
cblr-1758	692	22	170	170	NUM
cblr-1758	692	23	cea	cea	PROPN
cblr-1758	692	24	§	§	PROPN
cblr-1758	692	25	1a(10	1a(10	PROPN
cblr-1758	692	26	)	)	PUNCT
cblr-1758	692	27	,	,	PUNCT
cblr-1758	692	28	7	7	NUM
cblr-1758	692	29	u.s.c	u.s.c	ADJ
cblr-1758	692	30	.	.	PUNCT
cblr-1758	693	1	§	§	PROPN
cblr-1758	693	2	1a(10	1a(10	PROPN
cblr-1758	693	3	)	)	PUNCT
cblr-1758	693	4	(	(	PUNCT
cblr-1758	693	5	2012	2012	NUM
cblr-1758	693	6	)	)	PUNCT
cblr-1758	693	7	;	;	PUNCT
cblr-1758	693	8	cftc	cftc	PROPN
cblr-1758	693	9	regulation	regulation	NOUN
cblr-1758	693	10	4.10(d)(1	4.10(d)(1	NOUN
cblr-1758	693	11	)	)	PUNCT
cblr-1758	693	12	,	,	PUNCT
cblr-1758	693	13	17	17	NUM
cblr-1758	693	14	c.f.r	c.f.r	NOUN
cblr-1758	693	15	.	.	PUNCT
cblr-1758	694	1	§	§	PROPN
cblr-1758	694	2	4.10(d)(1	4.10(d)(1	NUM
cblr-1758	694	3	)	)	PUNCT
cblr-1758	694	4	(	(	PUNCT
cblr-1758	694	5	2014	2014	NUM
cblr-1758	694	6	)	)	PUNCT
cblr-1758	694	7	.	.	PUNCT
cblr-1758	695	1	scopino	scopino	PROPN
cblr-1758	695	2	–	–	PUNCT
cblr-1758	695	3	final	final	ADJ
cblr-1758	695	4	no	no	NOUN
cblr-1758	695	5	.	.	PUNCT
cblr-1758	696	1	2:439	2:439	NUM
cblr-1758	696	2	]	]	X
cblr-1758	696	3	the	the	DET
cblr-1758	696	4	second	second	ADJ
cblr-1758	696	5	machine	machine	NOUN
cblr-1758	696	6	age	age	NOUN
cblr-1758	696	7	481	481	NUM
cblr-1758	696	8	or	or	CCONJ
cblr-1758	696	9	even	even	ADV
cblr-1758	696	10	dominant	dominant	ADJ
cblr-1758	696	11	purpose	purpose	NOUN
cblr-1758	696	12	of	of	ADP
cblr-1758	696	13	a	a	DET
cblr-1758	696	14	fund	fund	NOUN
cblr-1758	696	15	for	for	SCONJ
cblr-1758	696	16	it	it	PRON
cblr-1758	696	17	to	to	PART
cblr-1758	696	18	be	be	AUX
cblr-1758	696	19	a	a	DET
cblr-1758	696	20	commodity	commodity	NOUN
cblr-1758	696	21	pool”171	pool”171	NOUN
cblr-1758	696	22	and	and	CCONJ
cblr-1758	696	23	,	,	PUNCT
cblr-1758	696	24	indeed	indeed	ADV
cblr-1758	696	25	,	,	PUNCT
cblr-1758	696	26	the	the	DET
cblr-1758	696	27	law	law	NOUN
cblr-1758	696	28	and	and	CCONJ
cblr-1758	696	29	regulations	regulation	NOUN
cblr-1758	696	30	do	do	AUX
cblr-1758	696	31	not	not	PART
cblr-1758	696	32	contain	contain	VERB
cblr-1758	696	33	any	any	DET
cblr-1758	696	34	de	de	X
cblr-1758	696	35	minimis	minimis	NOUN
cblr-1758	696	36	exclusion	exclusion	NOUN
cblr-1758	696	37	from	from	ADP
cblr-1758	696	38	the	the	DET
cblr-1758	696	39	commodity	commodity	NOUN
cblr-1758	696	40	pool	pool	NOUN
cblr-1758	696	41	definition.172	definition.172	NOUN
cblr-1758	696	42	an	an	DET
cblr-1758	696	43	investment	investment	NOUN
cblr-1758	696	44	trust	trust	NOUN
cblr-1758	696	45	or	or	CCONJ
cblr-1758	696	46	syndicate	syndicate	NOUN
cblr-1758	696	47	typically	typically	ADV
cblr-1758	696	48	involves	involve	VERB
cblr-1758	696	49	funds	fund	NOUN
cblr-1758	696	50	that	that	PRON
cblr-1758	696	51	are	be	AUX
cblr-1758	696	52	pooled	pool	VERB
cblr-1758	696	53	(	(	PUNCT
cblr-1758	696	54	i.e.	i.e.	X
cblr-1758	696	55	,	,	PUNCT
cblr-1758	696	56	combined	combine	VERB
cblr-1758	696	57	)	)	PUNCT
cblr-1758	696	58	from	from	ADP
cblr-1758	696	59	more	more	ADJ
cblr-1758	696	60	than	than	ADP
cblr-1758	696	61	one	one	NUM
cblr-1758	696	62	person	person	NOUN
cblr-1758	696	63	(	(	PUNCT
cblr-1758	696	64	participant)173	participant)173	NOUN
cblr-1758	696	65	and	and	CCONJ
cblr-1758	696	66	managed	manage	VERB
cblr-1758	696	67	(	(	PUNCT
cblr-1758	696	68	traded	trade	VERB
cblr-1758	696	69	)	)	PUNCT
cblr-1758	696	70	collectively	collectively	ADV
cblr-1758	696	71	,	,	PUNCT
cblr-1758	696	72	(	(	PUNCT
cblr-1758	696	73	as	as	SCONJ
cblr-1758	696	74	opposed	oppose	VERB
cblr-1758	696	75	to	to	ADP
cblr-1758	696	76	having	have	VERB
cblr-1758	696	77	the	the	DET
cblr-1758	696	78	money	money	NOUN
cblr-1758	696	79	of	of	ADP
cblr-1758	696	80	each	each	DET
cblr-1758	696	81	person	person	NOUN
cblr-1758	696	82	managed	manage	VERB
cblr-1758	696	83	or	or	CCONJ
cblr-1758	696	84	traded	trade	VERB
cblr-1758	696	85	separately	separately	ADV
cblr-1758	696	86	)	)	PUNCT
cblr-1758	696	87	with	with	ADP
cblr-1758	696	88	profits	profit	NOUN
cblr-1758	696	89	or	or	CCONJ
cblr-1758	696	90	losses	loss	NOUN
cblr-1758	696	91	distributed	distribute	VERB
cblr-1758	696	92	on	on	ADP
cblr-1758	696	93	a	a	DET
cblr-1758	696	94	pro	pro	ADJ
cblr-1758	696	95	rata	rata	NOUN
cblr-1758	696	96	basis.174	basis.174	VERB
cblr-1758	696	97	a	a	DET
cblr-1758	696	98	commodity	commodity	NOUN
cblr-1758	696	99	pool	pool	NOUN
cblr-1758	696	100	has	have	AUX
cblr-1758	696	101	been	be	AUX
cblr-1758	696	102	described	describe	VERB
cblr-1758	696	103	as	as	ADP
cblr-1758	696	104	“	"	PUNCT
cblr-1758	696	105	the	the	DET
cblr-1758	696	106	commodity	commodity	NOUN
cblr-1758	696	107	futures	future	NOUN
cblr-1758	696	108	industry	industry	NOUN
cblr-1758	696	109	’s	’s	PART
cblr-1758	696	110	analogue	analogue	NOUN
cblr-1758	696	111	to	to	ADP
cblr-1758	696	112	an	an	DET
cblr-1758	696	113	investment	investment	NOUN
cblr-1758	696	114	company	company	NOUN
cblr-1758	696	115	[	[	X
cblr-1758	696	116	.	.	PROPN
cblr-1758	696	117	]	]	X
cblr-1758	696	118	”	"	PUNCT
cblr-1758	696	119	and	and	CCONJ
cblr-1758	696	120	compared	compare	VERB
cblr-1758	696	121	to	to	ADP
cblr-1758	696	122	a	a	DET
cblr-1758	696	123	mutual	mutual	ADJ
cblr-1758	696	124	fund.175	fund.175	NOUN
cblr-1758	696	125	although	although	SCONJ
cblr-1758	696	126	this	this	PRON
cblr-1758	696	127	might	might	AUX
cblr-1758	696	128	seem	seem	VERB
cblr-1758	696	129	somewhat	somewhat	ADV
cblr-1758	696	130	counterintuitive	counterintuitive	ADJ
cblr-1758	696	131	,	,	PUNCT
cblr-1758	696	132	a	a	DET
cblr-1758	696	133	commodity	commodity	NOUN
cblr-1758	696	134	pool	pool	NOUN
cblr-1758	696	135	can	can	AUX
cblr-1758	696	136	have	have	VERB
cblr-1758	696	137	only	only	ADV
cblr-1758	696	138	one	one	NUM
cblr-1758	696	139	investor	investor	NOUN
cblr-1758	696	140	,	,	PUNCT
cblr-1758	696	141	especially	especially	ADV
cblr-1758	696	142	if	if	SCONJ
cblr-1758	696	143	the	the	DET
cblr-1758	696	144	pool	pool	NOUN
cblr-1758	696	145	is	be	AUX
cblr-1758	696	146	marketed	market	VERB
cblr-1758	696	147	as	as	ADP
cblr-1758	696	148	a	a	DET
cblr-1758	696	149	collective	collective	ADJ
cblr-1758	696	150	investment	investment	NOUN
cblr-1758	696	151	vehicle.176	vehicle.176	PROPN
cblr-1758	696	152	171	171	NUM
cblr-1758	696	153	liu	liu	PROPN
cblr-1758	696	154	,	,	PUNCT
cblr-1758	696	155	supra	supra	PROPN
cblr-1758	696	156	note	note	NOUN
cblr-1758	696	157	166	166	NUM
cblr-1758	696	158	,	,	PUNCT
cblr-1758	696	159	at	at	ADP
cblr-1758	696	160	206	206	NUM
cblr-1758	696	161	.	.	PUNCT
cblr-1758	697	1	172	172	NUM
cblr-1758	697	2	see	see	VERB
cblr-1758	697	3	cea	cea	PROPN
cblr-1758	697	4	§	§	PROPN
cblr-1758	697	5	1a(10	1a(10	PROPN
cblr-1758	697	6	)	)	PUNCT
cblr-1758	697	7	,	,	PUNCT
cblr-1758	697	8	7	7	NUM
cblr-1758	697	9	u.s.c	u.s.c	ADJ
cblr-1758	697	10	.	.	PUNCT
cblr-1758	698	1	§	§	PROPN
cblr-1758	698	2	1a(10	1a(10	PROPN
cblr-1758	698	3	)	)	PUNCT
cblr-1758	698	4	(	(	PUNCT
cblr-1758	698	5	2012	2012	NUM
cblr-1758	698	6	)	)	PUNCT
cblr-1758	698	7	;	;	PUNCT
cblr-1758	698	8	cftc	cftc	PROPN
cblr-1758	698	9	regulation	regulation	NOUN
cblr-1758	698	10	4.10(d)(1	4.10(d)(1	NOUN
cblr-1758	698	11	)	)	PUNCT
cblr-1758	698	12	,	,	PUNCT
cblr-1758	698	13	17	17	NUM
cblr-1758	698	14	c.f.r	c.f.r	NOUN
cblr-1758	698	15	.	.	PUNCT
cblr-1758	699	1	§	§	PROPN
cblr-1758	699	2	4.10(d)(1	4.10(d)(1	NUM
cblr-1758	699	3	)	)	PUNCT
cblr-1758	699	4	(	(	PUNCT
cblr-1758	699	5	2014	2014	NUM
cblr-1758	699	6	)	)	PUNCT
cblr-1758	699	7	.	.	PUNCT
cblr-1758	700	1	173	173	NUM
cblr-1758	700	2	investors	investor	NOUN
cblr-1758	700	3	in	in	ADP
cblr-1758	700	4	commodity	commodity	NOUN
cblr-1758	700	5	pools	pool	NOUN
cblr-1758	700	6	are	be	AUX
cblr-1758	700	7	referred	refer	VERB
cblr-1758	700	8	to	to	ADP
cblr-1758	700	9	“	"	PUNCT
cblr-1758	700	10	pool	pool	NOUN
cblr-1758	700	11	participants	participant	NOUN
cblr-1758	700	12	”	"	PUNCT
cblr-1758	700	13	or	or	CCONJ
cblr-1758	700	14	“	"	PUNCT
cblr-1758	700	15	participants	participant	NOUN
cblr-1758	700	16	.	.	PUNCT
cblr-1758	700	17	”	"	PUNCT
cblr-1758	701	1	cftc	cftc	PROPN
cblr-1758	701	2	regulation	regulation	PROPN
cblr-1758	701	3	4.10(c	4.10(c	PROPN
cblr-1758	701	4	)	)	PUNCT
cblr-1758	701	5	,	,	PUNCT
cblr-1758	701	6	17	17	NUM
cblr-1758	701	7	c.f.r	c.f.r	NOUN
cblr-1758	701	8	.	.	PUNCT
cblr-1758	702	1	§	§	PROPN
cblr-1758	702	2	4.10(c	4.10(c	PROPN
cblr-1758	702	3	)	)	PUNCT
cblr-1758	702	4	(	(	PUNCT
cblr-1758	702	5	2014	2014	NUM
cblr-1758	702	6	)	)	PUNCT
cblr-1758	702	7	(	(	PUNCT
cblr-1758	702	8	defining	define	VERB
cblr-1758	702	9	“	"	PUNCT
cblr-1758	702	10	participant	participant	NOUN
cblr-1758	702	11	”	"	PUNCT
cblr-1758	702	12	as	as	ADP
cblr-1758	702	13	“	"	PUNCT
cblr-1758	702	14	any	any	DET
cblr-1758	702	15	person	person	NOUN
cblr-1758	702	16	that	that	PRON
cblr-1758	702	17	has	have	VERB
cblr-1758	702	18	any	any	DET
cblr-1758	702	19	direct	direct	ADJ
cblr-1758	702	20	financial	financial	ADJ
cblr-1758	702	21	interest	interest	NOUN
cblr-1758	702	22	in	in	ADP
cblr-1758	702	23	a	a	DET
cblr-1758	702	24	pool	pool	NOUN
cblr-1758	702	25	(	(	PUNCT
cblr-1758	702	26	e.g.	e.g.	ADV
cblr-1758	702	27	,	,	PUNCT
cblr-1758	702	28	a	a	DET
cblr-1758	702	29	limited	limited	ADJ
cblr-1758	702	30	partner	partner	NOUN
cblr-1758	702	31	)	)	PUNCT
cblr-1758	702	32	”	"	PUNCT
cblr-1758	702	33	)	)	PUNCT
cblr-1758	702	34	.	.	PUNCT
cblr-1758	703	1	see	see	VERB
cblr-1758	703	2	,	,	PUNCT
cblr-1758	703	3	e.g.	e.g.	ADV
cblr-1758	703	4	,	,	PUNCT
cblr-1758	703	5	commodity	commodity	NOUN
cblr-1758	703	6	pool	pool	NOUN
cblr-1758	703	7	operators	operator	NOUN
cblr-1758	703	8	,	,	PUNCT
cblr-1758	703	9	nat’l	nat’l	NOUN
cblr-1758	703	10	futures	future	NOUN
cblr-1758	703	11	ass’n	ass’n	VERB
cblr-1758	703	12	,	,	PUNCT
cblr-1758	703	13	http://www.nfa.futures.org/nfacompliance/nfa-commodity-pool-operators/index.html	http://www.nfa.futures.org/nfacompliance/nfa-commodity-pool-operators/index.html	PRON
cblr-1758	703	14	,	,	PUNCT
cblr-1758	703	15	archived	archive	VERB
cblr-1758	703	16	at	at	ADP
cblr-1758	703	17	http://perma.cc/5w4t-9ytr	http://perma.cc/5w4t-9ytr	PROPN
cblr-1758	703	18	.	.	PUNCT
cblr-1758	704	1	174	174	NUM
cblr-1758	704	2	13	13	NUM
cblr-1758	704	3	markham	markham	PROPN
cblr-1758	704	4	,	,	PUNCT
cblr-1758	704	5	supra	supra	PROPN
cblr-1758	704	6	note	note	PROPN
cblr-1758	704	7	56	56	NUM
cblr-1758	704	8	,	,	PUNCT
cblr-1758	704	9	§	§	PROPN
cblr-1758	704	10	17a:1	17a:1	NUM
cblr-1758	704	11	;	;	PUNCT
cblr-1758	704	12	1	1	NUM
cblr-1758	704	13	johnson	johnson	PROPN
cblr-1758	704	14	&	&	CCONJ
cblr-1758	704	15	hazen	hazen	PROPN
cblr-1758	704	16	,	,	PUNCT
cblr-1758	704	17	supra	supra	PROPN
cblr-1758	704	18	note	note	NOUN
cblr-1758	704	19	47	47	NUM
cblr-1758	704	20	,	,	PUNCT
cblr-1758	704	21	§	§	PROPN
cblr-1758	704	22	1.11[2	1.11[2	NUM
cblr-1758	704	23	]	]	PUNCT
cblr-1758	704	24	,	,	PUNCT
cblr-1758	704	25	at	at	ADP
cblr-1758	704	26	251–54	251–54	NUM
cblr-1758	704	27	.	.	PUNCT
cblr-1758	705	1	175	175	NUM
cblr-1758	705	2	13	13	NUM
cblr-1758	705	3	markham	markham	PROPN
cblr-1758	705	4	,	,	PUNCT
cblr-1758	705	5	supra	supra	PROPN
cblr-1758	705	6	note	note	PROPN
cblr-1758	705	7	56	56	NUM
cblr-1758	705	8	,	,	PUNCT
cblr-1758	705	9	§	§	PROPN
cblr-1758	705	10	17a:1	17a:1	NUM
cblr-1758	705	11	n.2	n.2	NOUN
cblr-1758	705	12	(	(	PUNCT
cblr-1758	705	13	citing	cite	VERB
cblr-1758	705	14	,	,	PUNCT
cblr-1758	705	15	among	among	ADP
cblr-1758	705	16	other	other	ADJ
cblr-1758	705	17	sources	source	NOUN
cblr-1758	705	18	,	,	PUNCT
cblr-1758	705	19	roberta	roberta	PROPN
cblr-1758	705	20	romano	romano	PROPN
cblr-1758	705	21	,	,	PUNCT
cblr-1758	705	22	a	a	DET
cblr-1758	705	23	thumbnail	thumbnail	NOUN
cblr-1758	705	24	sketch	sketch	NOUN
cblr-1758	705	25	of	of	ADP
cblr-1758	705	26	derivative	derivative	ADJ
cblr-1758	705	27	securities	security	NOUN
cblr-1758	705	28	and	and	CCONJ
cblr-1758	705	29	their	their	PRON
cblr-1758	705	30	regulation	regulation	NOUN
cblr-1758	705	31	,	,	PUNCT
cblr-1758	705	32	55	55	NUM
cblr-1758	705	33	md	md	PROPN
cblr-1758	705	34	.	.	PUNCT
cblr-1758	705	35	l.	l.	PROPN
cblr-1758	705	36	rev	rev	PROPN
cblr-1758	705	37	.	.	PROPN
cblr-1758	705	38	1	1	NUM
cblr-1758	705	39	,	,	PUNCT
cblr-1758	705	40	27	27	NUM
cblr-1758	705	41	(	(	PUNCT
cblr-1758	705	42	1996	1996	NUM
cblr-1758	705	43	)	)	PUNCT
cblr-1758	705	44	and	and	CCONJ
cblr-1758	705	45	frank	frank	ADJ
cblr-1758	705	46	a.	a.	NOUN
cblr-1758	705	47	camp	camp	PROPN
cblr-1758	705	48	,	,	PUNCT
cblr-1758	705	49	the	the	DET
cblr-1758	705	50	1981	1981	NUM
cblr-1758	705	51	revisions	revision	NOUN
cblr-1758	705	52	to	to	ADP
cblr-1758	705	53	the	the	DET
cblr-1758	705	54	cftc	cftc	PROPN
cblr-1758	705	55	’s	’s	PART
cblr-1758	705	56	commodity	commodity	NOUN
cblr-1758	705	57	pool	pool	NOUN
cblr-1758	705	58	operator	operator	NOUN
cblr-1758	705	59	regulations	regulation	NOUN
cblr-1758	705	60	,	,	PUNCT
cblr-1758	705	61	7	7	NUM
cblr-1758	705	62	j.	j.	PROPN
cblr-1758	705	63	corp	corp	PROPN
cblr-1758	705	64	.	.	PROPN
cblr-1758	705	65	l.	l.	PROPN
cblr-1758	705	66	627	627	NUM
cblr-1758	705	67	,	,	PUNCT
cblr-1758	705	68	630	630	NUM
cblr-1758	705	69	(	(	PUNCT
cblr-1758	705	70	1982	1982	NUM
cblr-1758	705	71	)	)	PUNCT
cblr-1758	705	72	)	)	PUNCT
cblr-1758	705	73	.	.	PUNCT
cblr-1758	706	1	of	of	ADP
cblr-1758	706	2	course	course	NOUN
cblr-1758	706	3	,	,	PUNCT
cblr-1758	706	4	as	as	SCONJ
cblr-1758	706	5	the	the	DET
cblr-1758	706	6	discussion	discussion	NOUN
cblr-1758	706	7	above	above	ADP
cblr-1758	706	8	illustrates	illustrate	VERB
cblr-1758	706	9	,	,	PUNCT
cblr-1758	706	10	any	any	DET
cblr-1758	706	11	mutual	mutual	ADJ
cblr-1758	706	12	fund	fund	NOUN
cblr-1758	706	13	that	that	PRON
cblr-1758	706	14	invested	invest	VERB
cblr-1758	706	15	some	some	PRON
cblr-1758	706	16	of	of	ADP
cblr-1758	706	17	its	its	PRON
cblr-1758	706	18	money	money	NOUN
cblr-1758	706	19	in	in	ADP
cblr-1758	706	20	commodity	commodity	NOUN
cblr-1758	706	21	interests	interest	NOUN
cblr-1758	706	22	,	,	PUNCT
cblr-1758	706	23	such	such	ADJ
cblr-1758	706	24	as	as	ADP
cblr-1758	706	25	interest	interest	NOUN
cblr-1758	706	26	rate	rate	NOUN
cblr-1758	706	27	futures	future	NOUN
cblr-1758	706	28	or	or	CCONJ
cblr-1758	706	29	swaps	swap	NOUN
cblr-1758	706	30	,	,	PUNCT
cblr-1758	706	31	would	would	AUX
cblr-1758	706	32	be	be	AUX
cblr-1758	706	33	considered	consider	VERB
cblr-1758	706	34	a	a	DET
cblr-1758	706	35	commodity	commodity	NOUN
cblr-1758	706	36	pool	pool	NOUN
cblr-1758	706	37	.	.	PUNCT
cblr-1758	707	1	176	176	NUM
cblr-1758	707	2	rosen	rosen	PROPN
cblr-1758	707	3	,	,	PUNCT
cblr-1758	707	4	supra	supra	PROPN
cblr-1758	707	5	note	note	PROPN
cblr-1758	707	6	70	70	NUM
cblr-1758	707	7	,	,	PUNCT
cblr-1758	707	8	at	at	ADP
cblr-1758	707	9	947	947	NUM
cblr-1758	707	10	n.40	n.40	NOUN
cblr-1758	707	11	(	(	PUNCT
cblr-1758	707	12	“	"	PUNCT
cblr-1758	707	13	no	no	DET
cblr-1758	707	14	minimum	minimum	ADJ
cblr-1758	707	15	number	number	NOUN
cblr-1758	707	16	of	of	ADP
cblr-1758	707	17	investors	investor	NOUN
cblr-1758	707	18	is	be	AUX
cblr-1758	707	19	necessary	necessary	ADJ
cblr-1758	707	20	to	to	PART
cblr-1758	707	21	constitute	constitute	VERB
cblr-1758	707	22	a	a	DET
cblr-1758	707	23	commodity	commodity	NOUN
cblr-1758	707	24	pool	pool	NOUN
cblr-1758	707	25	.	.	PUNCT
cblr-1758	708	1	in	in	ADP
cblr-1758	708	2	jablonski	jablonski	PROPN
cblr-1758	708	3	v.	v.	PROPN
cblr-1758	708	4	andre	andre	PROPN
cblr-1758	708	5	boesch	boesch	PROPN
cblr-1758	708	6	,	,	PUNCT
cblr-1758	708	7	inc	inc	PROPN
cblr-1758	708	8	.	.	PROPN
cblr-1758	708	9	,	,	PUNCT
cblr-1758	708	10	the	the	DET
cblr-1758	708	11	court	court	NOUN
cblr-1758	708	12	denied	deny	VERB
cblr-1758	708	13	a	a	DET
cblr-1758	708	14	motion	motion	NOUN
cblr-1758	708	15	to	to	PART
cblr-1758	708	16	dismiss	dismiss	VERB
cblr-1758	708	17	and	and	CCONJ
cblr-1758	708	18	held	hold	VERB
cblr-1758	708	19	that	that	SCONJ
cblr-1758	708	20	an	an	DET
cblr-1758	708	21	account	account	NOUN
cblr-1758	708	22	with	with	ADP
cblr-1758	708	23	the	the	DET
cblr-1758	708	24	plaintiff	plaintiff	NOUN
cblr-1758	708	25	as	as	ADP
cblr-1758	708	26	the	the	DET
cblr-1758	708	27	only	only	ADJ
cblr-1758	708	28	participant	participant	NOUN
cblr-1758	708	29	was	be	AUX
cblr-1758	708	30	still	still	ADV
cblr-1758	708	31	a	a	DET
cblr-1758	708	32	commodity	commodity	NOUN
cblr-1758	708	33	pool	pool	NOUN
cblr-1758	708	34	because	because	SCONJ
cblr-1758	708	35	the	the	DET
cblr-1758	708	36	account	account	NOUN
cblr-1758	708	37	had	have	AUX
cblr-1758	708	38	been	be	AUX
cblr-1758	708	39	offered	offer	VERB
cblr-1758	708	40	and	and	CCONJ
cblr-1758	708	41	sold	sell	VERB
cblr-1758	708	42	as	as	ADP
cblr-1758	708	43	a	a	DET
cblr-1758	708	44	commodity	commodity	NOUN
cblr-1758	708	45	pool	pool	NOUN
cblr-1758	708	46	.	.	PUNCT
cblr-1758	708	47	”	"	PUNCT
cblr-1758	708	48	)	)	PUNCT
cblr-1758	708	49	.	.	PUNCT
cblr-1758	709	1	scopino	scopino	PROPN
cblr-1758	709	2	–	–	PUNCT
cblr-1758	709	3	final	final	ADJ
cblr-1758	709	4	482	482	NUM
cblr-1758	709	5	columbia	columbia	PROPN
cblr-1758	709	6	business	business	PROPN
cblr-1758	709	7	law	law	PROPN
cblr-1758	709	8	review	review	NOUN
cblr-1758	710	1	[	[	X
cblr-1758	710	2	vol	vol	NOUN
cblr-1758	710	3	.	.	NOUN
cblr-1758	710	4	2015	2015	NUM
cblr-1758	710	5	before	before	ADP
cblr-1758	710	6	the	the	DET
cblr-1758	710	7	dodd	dodd	PROPN
cblr-1758	710	8	-	-	PUNCT
cblr-1758	710	9	frank	frank	PROPN
cblr-1758	710	10	act	act	PROPN
cblr-1758	710	11	,	,	PUNCT
cblr-1758	710	12	the	the	DET
cblr-1758	710	13	cea	cea	PROPN
cblr-1758	710	14	did	do	AUX
cblr-1758	710	15	not	not	PART
cblr-1758	710	16	have	have	VERB
cblr-1758	710	17	a	a	DET
cblr-1758	710	18	definition	definition	NOUN
cblr-1758	710	19	of	of	ADP
cblr-1758	710	20	the	the	DET
cblr-1758	710	21	term	term	NOUN
cblr-1758	710	22	“	"	PUNCT
cblr-1758	710	23	commodity	commodity	NOUN
cblr-1758	710	24	pool	pool	NOUN
cblr-1758	710	25	.	.	PUNCT
cblr-1758	711	1	”177	”177	PROPN
cblr-1758	711	2	the	the	DET
cblr-1758	711	3	dodd	dodd	PROPN
cblr-1758	711	4	-	-	PUNCT
cblr-1758	711	5	frank	frank	PROPN
cblr-1758	711	6	act	act	PROPN
cblr-1758	711	7	did	do	AUX
cblr-1758	711	8	not	not	PART
cblr-1758	711	9	alter	alter	VERB
cblr-1758	711	10	the	the	DET
cblr-1758	711	11	landscape	landscape	NOUN
cblr-1758	711	12	in	in	ADP
cblr-1758	711	13	this	this	DET
cblr-1758	711	14	area	area	NOUN
cblr-1758	711	15	,	,	PUNCT
cblr-1758	711	16	however	however	ADV
cblr-1758	711	17	,	,	PUNCT
cblr-1758	711	18	because	because	SCONJ
cblr-1758	711	19	the	the	DET
cblr-1758	711	20	statutory	statutory	ADJ
cblr-1758	711	21	definition	definition	NOUN
cblr-1758	711	22	adopted	adopt	VERB
cblr-1758	711	23	in	in	ADP
cblr-1758	711	24	2010	2010	NUM
cblr-1758	711	25	largely	largely	ADV
cblr-1758	711	26	mirrored	mirror	VERB
cblr-1758	711	27	the	the	DET
cblr-1758	711	28	longstanding	longstanding	ADJ
cblr-1758	711	29	definition	definition	NOUN
cblr-1758	711	30	in	in	ADP
cblr-1758	711	31	the	the	DET
cblr-1758	711	32	cftc	cftc	PROPN
cblr-1758	711	33	regulations.178	regulations.178	PROPN
cblr-1758	711	34	in	in	ADP
cblr-1758	711	35	lopez	lopez	PROPN
cblr-1758	711	36	v.	v.	PROPN
cblr-1758	711	37	dean	dean	PROPN
cblr-1758	711	38	witter	witter	PROPN
cblr-1758	711	39	reynolds	reynolds	PROPN
cblr-1758	711	40	,	,	PUNCT
cblr-1758	711	41	inc	inc	PROPN
cblr-1758	711	42	.	.	PROPN
cblr-1758	711	43	,179	,179	PUNCT
cblr-1758	711	44	the	the	DET
cblr-1758	711	45	ninth	ninth	ADJ
cblr-1758	711	46	circuit	circuit	NOUN
cblr-1758	711	47	outlined	outline	VERB
cblr-1758	711	48	factors	factor	NOUN
cblr-1758	711	49	commonly	commonly	ADV
cblr-1758	711	50	invoked	invoke	VERB
cblr-1758	711	51	in	in	ADP
cblr-1758	711	52	determining	determine	VERB
cblr-1758	711	53	whether	whether	SCONJ
cblr-1758	711	54	an	an	DET
cblr-1758	711	55	entity	entity	NOUN
cblr-1758	711	56	is	be	AUX
cblr-1758	711	57	a	a	DET
cblr-1758	711	58	commodity	commodity	NOUN
cblr-1758	711	59	pool	pool	NOUN
cblr-1758	711	60	.	.	PUNCT
cblr-1758	712	1	those	those	DET
cblr-1758	712	2	courts	court	NOUN
cblr-1758	712	3	which	which	PRON
cblr-1758	712	4	have	have	AUX
cblr-1758	712	5	raised	raise	VERB
cblr-1758	712	6	the	the	DET
cblr-1758	712	7	issue	issue	NOUN
cblr-1758	712	8	require	require	VERB
cblr-1758	712	9	the	the	DET
cblr-1758	712	10	following	follow	VERB
cblr-1758	712	11	factors	factor	NOUN
cblr-1758	712	12	to	to	PART
cblr-1758	712	13	be	be	AUX
cblr-1758	712	14	present	present	ADJ
cblr-1758	712	15	in	in	ADP
cblr-1758	712	16	a	a	DET
cblr-1758	712	17	commodity	commodity	NOUN
cblr-1758	712	18	pool	pool	NOUN
cblr-1758	712	19	:	:	PUNCT
cblr-1758	712	20	(	(	PUNCT
cblr-1758	712	21	1	1	X
cblr-1758	712	22	)	)	PUNCT
cblr-1758	712	23	an	an	DET
cblr-1758	712	24	investment	investment	NOUN
cblr-1758	712	25	organization	organization	NOUN
cblr-1758	712	26	in	in	ADP
cblr-1758	712	27	which	which	PRON
cblr-1758	712	28	the	the	DET
cblr-1758	712	29	funds	fund	NOUN
cblr-1758	712	30	of	of	ADP
cblr-1758	712	31	various	various	ADJ
cblr-1758	712	32	investors	investor	NOUN
cblr-1758	712	33	are	be	AUX
cblr-1758	712	34	solicited	solicit	VERB
cblr-1758	712	35	and	and	CCONJ
cblr-1758	712	36	combined	combine	VERB
cblr-1758	712	37	into	into	ADP
cblr-1758	712	38	a	a	DET
cblr-1758	712	39	single	single	ADJ
cblr-1758	712	40	account	account	NOUN
cblr-1758	712	41	for	for	ADP
cblr-1758	712	42	the	the	DET
cblr-1758	712	43	purpose	purpose	NOUN
cblr-1758	712	44	of	of	ADP
cblr-1758	712	45	investing	invest	VERB
cblr-1758	712	46	in	in	ADP
cblr-1758	712	47	commodity	commodity	NOUN
cblr-1758	712	48	futures	future	NOUN
cblr-1758	712	49	contracts	contract	NOUN
cblr-1758	712	50	;	;	PUNCT
cblr-1758	712	51	(	(	PUNCT
cblr-1758	712	52	2	2	X
cblr-1758	712	53	)	)	PUNCT
cblr-1758	712	54	common	common	ADJ
cblr-1758	712	55	funds	fund	NOUN
cblr-1758	712	56	used	use	VERB
cblr-1758	712	57	to	to	PART
cblr-1758	712	58	execute	execute	VERB
cblr-1758	712	59	transactions	transaction	NOUN
cblr-1758	712	60	on	on	ADP
cblr-1758	712	61	behalf	behalf	NOUN
cblr-1758	712	62	of	of	ADP
cblr-1758	712	63	the	the	DET
cblr-1758	712	64	entire	entire	ADJ
cblr-1758	712	65	account	account	NOUN
cblr-1758	712	66	;	;	PUNCT
cblr-1758	712	67	(	(	PUNCT
cblr-1758	712	68	3	3	X
cblr-1758	712	69	)	)	PUNCT
cblr-1758	712	70	participants	participant	NOUN
cblr-1758	712	71	share	share	VERB
cblr-1758	712	72	pro	pro	ADJ
cblr-1758	712	73	rata	rata	NOUN
cblr-1758	712	74	in	in	ADP
cblr-1758	712	75	accrued	accrue	VERB
cblr-1758	712	76	profits	profit	NOUN
cblr-1758	712	77	or	or	CCONJ
cblr-1758	712	78	losses	loss	NOUN
cblr-1758	712	79	from	from	ADP
cblr-1758	712	80	the	the	DET
cblr-1758	712	81	commodity	commodity	NOUN
cblr-1758	712	82	futures	future	NOUN
cblr-1758	712	83	trading	trading	NOUN
cblr-1758	712	84	;	;	PUNCT
cblr-1758	712	85	and	and	CCONJ
cblr-1758	712	86	(	(	PUNCT
cblr-1758	712	87	4	4	X
cblr-1758	712	88	)	)	PUNCT
cblr-1758	712	89	the	the	DET
cblr-1758	712	90	transactions	transaction	NOUN
cblr-1758	712	91	are	be	AUX
cblr-1758	712	92	traded	trade	VERB
cblr-1758	712	93	by	by	ADP
cblr-1758	712	94	a	a	DET
cblr-1758	712	95	commodity	commodity	NOUN
cblr-1758	712	96	pool	pool	NOUN
cblr-1758	712	97	operator	operator	NOUN
cblr-1758	712	98	in	in	ADP
cblr-1758	712	99	the	the	DET
cblr-1758	712	100	name	name	NOUN
cblr-1758	712	101	of	of	ADP
cblr-1758	712	102	the	the	DET
cblr-1758	712	103	pool	pool	NOUN
cblr-1758	712	104	rather	rather	ADV
cblr-1758	712	105	than	than	ADP
cblr-1758	712	106	in	in	ADP
cblr-1758	712	107	the	the	DET
cblr-1758	712	108	name	name	NOUN
cblr-1758	712	109	of	of	ADP
cblr-1758	712	110	any	any	DET
cblr-1758	712	111	individual	individual	ADJ
cblr-1758	712	112	investor.180	investor.180	PROPN
cblr-1758	712	113	cftc	cftc	PROPN
cblr-1758	712	114	staff	staff	NOUN
cblr-1758	712	115	,	,	PUNCT
cblr-1758	712	116	however	however	ADV
cblr-1758	712	117	,	,	PUNCT
cblr-1758	712	118	has	have	AUX
cblr-1758	712	119	argued	argue	VERB
cblr-1758	712	120	that	that	SCONJ
cblr-1758	712	121	the	the	DET
cblr-1758	712	122	lopez	lopez	NOUN
cblr-1758	712	123	factors	factor	NOUN
cblr-1758	712	124	are	be	AUX
cblr-1758	712	125	not	not	PART
cblr-1758	712	126	the	the	DET
cblr-1758	712	127	exclusive	exclusive	ADJ
cblr-1758	712	128	test	test	NOUN
cblr-1758	712	129	for	for	ADP
cblr-1758	712	130	what	what	PRON
cblr-1758	712	131	constitutes	constitute	VERB
cblr-1758	712	132	a	a	DET
cblr-1758	712	133	commodity	commodity	NOUN
cblr-1758	712	134	pool	pool	NOUN
cblr-1758	712	135	,	,	PUNCT
cblr-1758	712	136	and	and	CCONJ
cblr-1758	712	137	has	have	AUX
cblr-1758	712	138	stated	state	VERB
cblr-1758	712	139	that	that	SCONJ
cblr-1758	712	140	analysis	analysis	NOUN
cblr-1758	712	141	of	of	ADP
cblr-1758	712	142	whether	whether	SCONJ
cblr-1758	712	143	an	an	DET
cblr-1758	712	144	entity	entity	NOUN
cblr-1758	712	145	is	be	AUX
cblr-1758	712	146	a	a	DET
cblr-1758	712	147	commodity	commodity	NOUN
cblr-1758	712	148	pool	pool	NOUN
cblr-1758	712	149	“	"	PUNCT
cblr-1758	712	150	requires	require	VERB
cblr-1758	712	151	‘	'	PUNCT
cblr-1758	712	152	an	an	DET
cblr-1758	712	153	evaluation	evaluation	NOUN
cblr-1758	712	154	of	of	ADP
cblr-1758	712	155	all	all	DET
cblr-1758	712	156	the	the	DET
cblr-1758	712	157	facts	fact	NOUN
cblr-1758	712	158	relevant	relevant	ADJ
cblr-1758	712	159	to	to	ADP
cblr-1758	712	160	the	the	DET
cblr-1758	712	161	entity	entity	NOUN
cblr-1758	712	162	’s	’s	PART
cblr-1758	712	163	operation	operation	NOUN
cblr-1758	712	164	.	.	PUNCT
cblr-1758	713	1	’”181	’”181	PROPN
cblr-1758	713	2	further	far	ADV
cblr-1758	713	3	,	,	PUNCT
cblr-1758	713	4	“	"	PUNCT
cblr-1758	713	5	the	the	DET
cblr-1758	713	6	failure	failure	NOUN
cblr-1758	713	7	of	of	ADP
cblr-1758	713	8	a	a	DET
cblr-1758	713	9	fund	fund	NOUN
cblr-1758	713	10	to	to	PART
cblr-1758	713	11	satisfy	satisfy	VERB
cblr-1758	713	12	one	one	NUM
cblr-1758	713	13	or	or	CCONJ
cblr-1758	713	14	more	more	ADJ
cblr-1758	713	15	of	of	ADP
cblr-1758	713	16	the	the	DET
cblr-1758	713	17	factors	factor	NOUN
cblr-1758	713	18	does	do	AUX
cblr-1758	713	19	not	not	PART
cblr-1758	713	20	mean	mean	VERB
cblr-1758	713	21	that	that	SCONJ
cblr-1758	713	22	the	the	DET
cblr-1758	713	23	fund	fund	NOUN
cblr-1758	713	24	is	be	AUX
cblr-1758	713	25	not	not	PART
cblr-1758	713	26	a	a	DET
cblr-1758	713	27	pool	pool	NOUN
cblr-1758	713	28	.	.	PUNCT
cblr-1758	713	29	”182	”182	PROPN
cblr-1758	713	30	similarly	similarly	ADV
cblr-1758	713	31	,	,	PUNCT
cblr-1758	713	32	cftc	cftc	PROPN
cblr-1758	713	33	staff	staff	NOUN
cblr-1758	713	34	has	have	AUX
cblr-1758	713	35	stated	state	VERB
cblr-1758	713	36	that	that	SCONJ
cblr-1758	713	37	the	the	DET
cblr-1758	713	38	phrase	phrase	NOUN
cblr-1758	713	39	,	,	PUNCT
cblr-1758	713	40	“	"	PUNCT
cblr-1758	713	41	operated	operate	VERB
cblr-1758	713	42	for	for	ADP
cblr-1758	713	43	the	the	DET
cblr-1758	713	44	purpose	purpose	NOUN
cblr-1758	713	45	of	of	ADP
cblr-1758	713	46	trading	trading	NOUN
cblr-1758	713	47	commodity	commodity	NOUN
cblr-1758	713	48	interests	interest	NOUN
cblr-1758	713	49	,	,	PUNCT
cblr-1758	713	50	”	"	PUNCT
cblr-1758	713	51	does	do	AUX
cblr-1758	713	52	not	not	PART
cblr-1758	713	53	mean	mean	VERB
cblr-1758	713	54	“	"	PUNCT
cblr-1758	713	55	principal	principal	ADJ
cblr-1758	713	56	purpose	purpose	NOUN
cblr-1758	713	57	”	"	PUNCT
cblr-1758	713	58	because	because	SCONJ
cblr-1758	713	59	the	the	DET
cblr-1758	713	60	dodd	dodd	PROPN
cblr-1758	713	61	-	-	PUNCT
cblr-1758	713	62	frank	frank	PROPN
cblr-1758	713	63	act	act	PROPN
cblr-1758	713	64	’s	’s	PART
cblr-1758	713	65	statutory	statutory	ADJ
cblr-1758	713	66	definition	definition	NOUN
cblr-1758	713	67	of	of	ADP
cblr-1758	713	68	177	177	NUM
cblr-1758	713	69	cftc	cftc	PROPN
cblr-1758	713	70	staff	staff	NOUN
cblr-1758	713	71	letter	letter	NOUN
cblr-1758	713	72	no	no	INTJ
cblr-1758	713	73	.	.	NOUN
cblr-1758	714	1	12	12	NUM
cblr-1758	714	2	-	-	SYM
cblr-1758	714	3	14	14	NUM
cblr-1758	714	4	,	,	PUNCT
cblr-1758	714	5	supra	supra	ADJ
cblr-1758	714	6	note	note	NOUN
cblr-1758	714	7	150	150	NUM
cblr-1758	714	8	,	,	PUNCT
cblr-1758	714	9	at	at	ADP
cblr-1758	714	10	2	2	NUM
cblr-1758	714	11	.	.	NOUN
cblr-1758	714	12	178	178	NUM
cblr-1758	715	1	i	i	PROPN
cblr-1758	715	2	d.	d.	PROPN
cblr-1758	715	3	179	179	NUM
cblr-1758	715	4	lopez	lopez	PROPN
cblr-1758	715	5	v.	v.	ADP
cblr-1758	715	6	dean	dean	PROPN
cblr-1758	715	7	witter	witter	PROPN
cblr-1758	715	8	reynolds	reynolds	PROPN
cblr-1758	715	9	,	,	PUNCT
cblr-1758	715	10	inc	inc	PROPN
cblr-1758	715	11	.	.	PROPN
cblr-1758	715	12	,	,	PUNCT
cblr-1758	715	13	805	805	NUM
cblr-1758	715	14	f.2d	f.2d	X
cblr-1758	715	15	880	880	NUM
cblr-1758	715	16	(	(	PUNCT
cblr-1758	715	17	9th	9th	ADJ
cblr-1758	715	18	cir	cir	NOUN
cblr-1758	715	19	.	.	PUNCT
cblr-1758	715	20	1986	1986	NUM
cblr-1758	715	21	)	)	PUNCT
cblr-1758	715	22	.	.	PUNCT
cblr-1758	716	1	180	180	NUM
cblr-1758	716	2	i	i	PROPN
cblr-1758	716	3	d.	d.	PROPN
cblr-1758	716	4	at	at	ADP
cblr-1758	716	5	884	884	NUM
cblr-1758	716	6	.	.	PUNCT
cblr-1758	717	1	181	181	NUM
cblr-1758	717	2	cftc	cftc	PROPN
cblr-1758	717	3	staff	staff	NOUN
cblr-1758	717	4	letter	letter	NOUN
cblr-1758	717	5	no	no	INTJ
cblr-1758	717	6	.	.	NOUN
cblr-1758	718	1	12	12	NUM
cblr-1758	718	2	-	-	SYM
cblr-1758	718	3	14	14	NUM
cblr-1758	718	4	,	,	PUNCT
cblr-1758	718	5	supra	supra	ADJ
cblr-1758	718	6	note	note	NOUN
cblr-1758	718	7	150	150	NUM
cblr-1758	718	8	,	,	PUNCT
cblr-1758	718	9	at	at	ADP
cblr-1758	718	10	3	3	NUM
cblr-1758	718	11	(	(	PUNCT
cblr-1758	718	12	quoting	quote	VERB
cblr-1758	718	13	the	the	DET
cblr-1758	718	14	final	final	ADJ
cblr-1758	718	15	rule	rule	NOUN
cblr-1758	718	16	preamble	preamble	NOUN
cblr-1758	718	17	for	for	ADP
cblr-1758	718	18	the	the	DET
cblr-1758	718	19	regulatory	regulatory	ADJ
cblr-1758	718	20	definition	definition	NOUN
cblr-1758	718	21	of	of	ADP
cblr-1758	718	22	“	"	PUNCT
cblr-1758	718	23	commodity	commodity	NOUN
cblr-1758	718	24	pool	pool	NOUN
cblr-1758	718	25	”	"	PUNCT
cblr-1758	718	26	at	at	ADP
cblr-1758	718	27	46	46	NUM
cblr-1758	718	28	fed	fed	PROPN
cblr-1758	718	29	.	.	PUNCT
cblr-1758	719	1	reg	reg	PROPN
cblr-1758	719	2	.	.	PUNCT
cblr-1758	720	1	26,004	26,004	NUM
cblr-1758	720	2	,	,	PUNCT
cblr-1758	720	3	26,006	26,006	NUM
cblr-1758	720	4	(	(	PUNCT
cblr-1758	720	5	may	may	PROPN
cblr-1758	720	6	8	8	NUM
cblr-1758	720	7	,	,	PUNCT
cblr-1758	720	8	1981	1981	NUM
cblr-1758	720	9	)	)	PUNCT
cblr-1758	720	10	)	)	PUNCT
cblr-1758	720	11	.	.	PUNCT
cblr-1758	721	1	182	182	NUM
cblr-1758	722	1	i	i	PRON
cblr-1758	722	2	d.	d.	NOUN
cblr-1758	722	3	at	at	ADP
cblr-1758	722	4	4	4	NUM
cblr-1758	722	5	.	.	NOUN
cblr-1758	722	6	scopino	scopino	ADJ
cblr-1758	722	7	–	–	PUNCT
cblr-1758	722	8	final	final	ADJ
cblr-1758	722	9	no	no	NOUN
cblr-1758	722	10	.	.	PUNCT
cblr-1758	723	1	2:439	2:439	NUM
cblr-1758	723	2	]	]	X
cblr-1758	723	3	the	the	DET
cblr-1758	723	4	second	second	ADJ
cblr-1758	723	5	machine	machine	NOUN
cblr-1758	723	6	age	age	NOUN
cblr-1758	723	7	483	483	NUM
cblr-1758	723	8	“	"	PUNCT
cblr-1758	723	9	commodity	commodity	NOUN
cblr-1758	723	10	pool	pool	NOUN
cblr-1758	723	11	”	"	PUNCT
cblr-1758	723	12	is	be	AUX
cblr-1758	723	13	identical	identical	ADJ
cblr-1758	723	14	to	to	ADP
cblr-1758	723	15	the	the	DET
cblr-1758	723	16	regulatory	regulatory	ADJ
cblr-1758	723	17	definition	definition	NOUN
cblr-1758	723	18	of	of	ADP
cblr-1758	723	19	the	the	DET
cblr-1758	723	20	term	term	NOUN
cblr-1758	723	21	,	,	PUNCT
cblr-1758	723	22	and	and	CCONJ
cblr-1758	723	23	,	,	PUNCT
cblr-1758	723	24	while	while	SCONJ
cblr-1758	723	25	considering	consider	VERB
cblr-1758	723	26	the	the	DET
cblr-1758	723	27	adoption	adoption	NOUN
cblr-1758	723	28	of	of	ADP
cblr-1758	723	29	the	the	DET
cblr-1758	723	30	regulatory	regulatory	ADJ
cblr-1758	723	31	definition	definition	NOUN
cblr-1758	723	32	,	,	PUNCT
cblr-1758	723	33	the	the	DET
cblr-1758	723	34	cftc	cftc	PROPN
cblr-1758	723	35	explicitly	explicitly	ADV
cblr-1758	723	36	rejected	reject	VERB
cblr-1758	723	37	a	a	DET
cblr-1758	723	38	“	"	PUNCT
cblr-1758	723	39	principal	principal	ADJ
cblr-1758	723	40	purpose	purpose	NOUN
cblr-1758	723	41	”	"	PUNCT
cblr-1758	723	42	test	test	NOUN
cblr-1758	723	43	for	for	ADP
cblr-1758	723	44	pools.183	pools.183	NOUN
cblr-1758	723	45	interestingly	interestingly	ADV
cblr-1758	723	46	,	,	PUNCT
cblr-1758	723	47	a	a	DET
cblr-1758	723	48	person	person	NOUN
cblr-1758	723	49	does	do	AUX
cblr-1758	723	50	not	not	PART
cblr-1758	723	51	have	have	VERB
cblr-1758	723	52	to	to	PART
cblr-1758	723	53	make	make	VERB
cblr-1758	723	54	the	the	DET
cblr-1758	723	55	investment	investment	NOUN
cblr-1758	723	56	decisions	decision	NOUN
cblr-1758	723	57	for	for	ADP
cblr-1758	723	58	a	a	DET
cblr-1758	723	59	commodity	commodity	NOUN
cblr-1758	723	60	pool	pool	NOUN
cblr-1758	723	61	to	to	PART
cblr-1758	723	62	be	be	AUX
cblr-1758	723	63	a	a	DET
cblr-1758	723	64	commodity	commodity	NOUN
cblr-1758	723	65	pool	pool	NOUN
cblr-1758	723	66	operator	operator	NOUN
cblr-1758	723	67	,	,	PUNCT
cblr-1758	723	68	and	and	CCONJ
cblr-1758	723	69	an	an	DET
cblr-1758	723	70	investment	investment	NOUN
cblr-1758	723	71	vehicle	vehicle	NOUN
cblr-1758	723	72	need	need	AUX
cblr-1758	723	73	not	not	PART
cblr-1758	723	74	directly	directly	ADV
cblr-1758	723	75	trade	trade	VERB
cblr-1758	723	76	in	in	ADP
cblr-1758	723	77	futures	future	NOUN
cblr-1758	723	78	,	,	PUNCT
cblr-1758	723	79	swaps	swap	NOUN
cblr-1758	723	80	,	,	PUNCT
cblr-1758	723	81	or	or	CCONJ
cblr-1758	723	82	other	other	ADJ
cblr-1758	723	83	derivatives	derivative	NOUN
cblr-1758	723	84	to	to	PART
cblr-1758	723	85	be	be	AUX
cblr-1758	723	86	a	a	DET
cblr-1758	723	87	commodity	commodity	NOUN
cblr-1758	723	88	pool	pool	NOUN
cblr-1758	723	89	because	because	SCONJ
cblr-1758	723	90	“	"	PUNCT
cblr-1758	723	91	[	[	X
cblr-1758	723	92	t]he	t]he	X
cblr-1758	723	93	receipt	receipt	NOUN
cblr-1758	723	94	of	of	ADP
cblr-1758	723	95	pooled	pool	VERB
cblr-1758	723	96	funds	fund	NOUN
cblr-1758	723	97	and	and	CCONJ
cblr-1758	723	98	organization	organization	NOUN
cblr-1758	723	99	of	of	ADP
cblr-1758	723	100	the	the	DET
cblr-1758	723	101	pool	pool	NOUN
cblr-1758	723	102	are	be	AUX
cblr-1758	723	103	the	the	DET
cblr-1758	723	104	hallmarks	hallmark	NOUN
cblr-1758	723	105	of	of	ADP
cblr-1758	723	106	the	the	DET
cblr-1758	723	107	commodity	commodity	NOUN
cblr-1758	723	108	pool	pool	NOUN
cblr-1758	723	109	operator	operator	NOUN
cblr-1758	723	110	,	,	PUNCT
cblr-1758	723	111	and	and	CCONJ
cblr-1758	723	112	not	not	PART
cblr-1758	723	113	control	control	VERB
cblr-1758	723	114	over	over	ADP
cblr-1758	723	115	the	the	DET
cblr-1758	723	116	investment	investment	NOUN
cblr-1758	723	117	decisions	decision	NOUN
cblr-1758	723	118	.	.	PUNCT
cblr-1758	723	119	”184	”184	PROPN
cblr-1758	724	1	c.	c.	PROPN
cblr-1758	724	2	futures	futures	PROPN
cblr-1758	724	3	commission	commission	PROPN
cblr-1758	724	4	merchants––gateways	merchants––gateway	NOUN
cblr-1758	724	5	to	to	ADP
cblr-1758	724	6	the	the	DET
cblr-1758	724	7	futures	future	NOUN
cblr-1758	724	8	markets	market	NOUN
cblr-1758	724	9	futures	future	NOUN
cblr-1758	725	1	brokers––given	brokers––given	ADP
cblr-1758	725	2	the	the	DET
cblr-1758	725	3	official	official	ADJ
cblr-1758	725	4	name	name	NOUN
cblr-1758	725	5	,	,	PUNCT
cblr-1758	725	6	“	"	PUNCT
cblr-1758	725	7	futures	future	NOUN
cblr-1758	725	8	commission	commission	NOUN
cblr-1758	725	9	merchants	merchant	NOUN
cblr-1758	725	10	,	,	PUNCT
cblr-1758	725	11	”	"	PUNCT
cblr-1758	725	12	in	in	ADP
cblr-1758	725	13	the	the	DET
cblr-1758	725	14	cea	cea	PROPN
cblr-1758	725	15	and	and	CCONJ
cblr-1758	725	16	therefore	therefore	ADV
cblr-1758	725	17	commonly	commonly	ADV
cblr-1758	725	18	referred	refer	VERB
cblr-1758	725	19	to	to	ADP
cblr-1758	725	20	as	as	ADP
cblr-1758	725	21	“	"	PUNCT
cblr-1758	725	22	fcms”––are	fcms”––are	VERB
cblr-1758	725	23	the	the	DET
cblr-1758	725	24	doors	door	NOUN
cblr-1758	725	25	through	through	ADP
cblr-1758	725	26	which	which	PRON
cblr-1758	725	27	most	most	ADJ
cblr-1758	725	28	persons	person	NOUN
cblr-1758	725	29	enter	enter	VERB
cblr-1758	725	30	into	into	ADP
cblr-1758	725	31	the	the	DET
cblr-1758	725	32	world	world	NOUN
cblr-1758	725	33	of	of	ADP
cblr-1758	725	34	the	the	DET
cblr-1758	725	35	u.s	u.s	PROPN
cblr-1758	725	36	.	.	PROPN
cblr-1758	725	37	futures	future	NOUN
cblr-1758	725	38	markets	market	NOUN
cblr-1758	725	39	.	.	PUNCT
cblr-1758	726	1	the	the	DET
cblr-1758	726	2	cea	cea	PROPN
cblr-1758	726	3	and	and	CCONJ
cblr-1758	726	4	cftc	cftc	PROPN
cblr-1758	726	5	regulations	regulation	NOUN
cblr-1758	726	6	define	define	VERB
cblr-1758	726	7	an	an	DET
cblr-1758	726	8	fcm	fcm	NOUN
cblr-1758	726	9	as	as	ADP
cblr-1758	726	10	“	"	PUNCT
cblr-1758	726	11	an	an	DET
cblr-1758	726	12	individual	individual	ADJ
cblr-1758	726	13	,	,	PUNCT
cblr-1758	726	14	association	association	NOUN
cblr-1758	726	15	,	,	PUNCT
cblr-1758	726	16	partnership	partnership	NOUN
cblr-1758	726	17	,	,	PUNCT
cblr-1758	726	18	corporation	corporation	NOUN
cblr-1758	726	19	,	,	PUNCT
cblr-1758	726	20	or	or	CCONJ
cblr-1758	726	21	trust	trust	NOUN
cblr-1758	726	22	”	"	PUNCT
cblr-1758	726	23	that	that	PRON
cblr-1758	726	24	is	be	AUX
cblr-1758	726	25	engaged	engage	VERB
cblr-1758	726	26	in	in	ADP
cblr-1758	726	27	soliciting	soliciting	NOUN
cblr-1758	726	28	or	or	CCONJ
cblr-1758	726	29	in	in	ADP
cblr-1758	726	30	accepting	accept	VERB
cblr-1758	726	31	orders	order	NOUN
cblr-1758	726	32	for	for	ADP
cblr-1758	726	33	the	the	DET
cblr-1758	726	34	purchase	purchase	NOUN
cblr-1758	726	35	or	or	CCONJ
cblr-1758	726	36	sale	sale	NOUN
cblr-1758	726	37	of	of	ADP
cblr-1758	726	38	futures	future	NOUN
cblr-1758	726	39	contracts	contract	NOUN
cblr-1758	726	40	,	,	PUNCT
cblr-1758	726	41	options	option	NOUN
cblr-1758	726	42	on	on	ADP
cblr-1758	726	43	futures	future	NOUN
cblr-1758	726	44	contracts	contract	NOUN
cblr-1758	726	45	,	,	PUNCT
cblr-1758	726	46	commodity	commodity	NOUN
cblr-1758	726	47	options	option	NOUN
cblr-1758	726	48	,	,	PUNCT
cblr-1758	726	49	or	or	CCONJ
cblr-1758	726	50	swaps	swap	NOUN
cblr-1758	726	51	and	and	CCONJ
cblr-1758	726	52	that	that	SCONJ
cblr-1758	726	53	“	"	PUNCT
cblr-1758	726	54	accepts	accept	VERB
cblr-1758	726	55	any	any	DET
cblr-1758	726	56	money	money	NOUN
cblr-1758	726	57	,	,	PUNCT
cblr-1758	726	58	securities	security	NOUN
cblr-1758	726	59	,	,	PUNCT
cblr-1758	726	60	or	or	CCONJ
cblr-1758	726	61	property	property	NOUN
cblr-1758	726	62	(	(	PUNCT
cblr-1758	726	63	or	or	CCONJ
cblr-1758	726	64	extends	extend	VERB
cblr-1758	726	65	credit	credit	NOUN
cblr-1758	726	66	in	in	ADP
cblr-1758	726	67	lieu	lieu	PROPN
cblr-1758	726	68	thereof	thereof	ADV
cblr-1758	726	69	)	)	PUNCT
cblr-1758	726	70	to	to	PART
cblr-1758	726	71	margin	margin	VERB
cblr-1758	726	72	,	,	PUNCT
cblr-1758	726	73	guarantee	guarantee	NOUN
cblr-1758	726	74	,	,	PUNCT
cblr-1758	726	75	or	or	CCONJ
cblr-1758	726	76	secure	secure	VERB
cblr-1758	726	77	any	any	DET
cblr-1758	726	78	trades	trade	NOUN
cblr-1758	726	79	or	or	CCONJ
cblr-1758	726	80	183	183	NUM
cblr-1758	726	81	i	i	PROPN
cblr-1758	726	82	d.	d.	PROPN
cblr-1758	726	83	at	at	ADP
cblr-1758	726	84	3	3	NUM
cblr-1758	726	85	,	,	PUNCT
cblr-1758	726	86	n.18	n.18	PROPN
cblr-1758	726	87	.	.	PROPN
cblr-1758	726	88	184	184	NUM
cblr-1758	726	89	rosen	rosen	PROPN
cblr-1758	726	90	,	,	PUNCT
cblr-1758	726	91	supra	supra	PROPN
cblr-1758	726	92	note	note	PROPN
cblr-1758	726	93	70	70	NUM
cblr-1758	726	94	,	,	PUNCT
cblr-1758	726	95	at	at	ADP
cblr-1758	726	96	,	,	PUNCT
cblr-1758	726	97	952	952	NUM
cblr-1758	726	98	.	.	PUNCT
cblr-1758	727	1	see	see	VERB
cblr-1758	727	2	also	also	ADV
cblr-1758	727	3	cftc	cftc	PROPN
cblr-1758	727	4	v.	v.	PROPN
cblr-1758	727	5	equity	equity	PROPN
cblr-1758	727	6	fin	fin	PROPN
cblr-1758	727	7	.	.	PUNCT
cblr-1758	728	1	grp	grp	PROPN
cblr-1758	728	2	.	.	PROPN
cblr-1758	728	3	,	,	PUNCT
cblr-1758	728	4	llc	llc	PROPN
cblr-1758	728	5	,	,	PUNCT
cblr-1758	728	6	572	572	NUM
cblr-1758	728	7	f.3d	f.3d	NUM
cblr-1758	728	8	150	150	NUM
cblr-1758	728	9	(	(	PUNCT
cblr-1758	728	10	3d	3d	PROPN
cblr-1758	728	11	cir	cir	NOUN
cblr-1758	728	12	.	.	PUNCT
cblr-1758	728	13	2009	2009	NUM
cblr-1758	728	14	)	)	PUNCT
cblr-1758	728	15	;	;	PUNCT
cblr-1758	728	16	cftc	cftc	PROPN
cblr-1758	728	17	v.	v.	PROPN
cblr-1758	728	18	perkins	perkins	PROPN
cblr-1758	728	19	,	,	PUNCT
cblr-1758	728	20	385	385	PROPN
cblr-1758	728	21	f.	f.	PROPN
cblr-1758	728	22	app’x	app’x	PROPN
cblr-1758	728	23	251	251	NUM
cblr-1758	728	24	,	,	PUNCT
cblr-1758	728	25	254	254	NUM
cblr-1758	728	26	(	(	PUNCT
cblr-1758	728	27	3d	3d	NUM
cblr-1758	728	28	cir	cir	NOUN
cblr-1758	728	29	.	.	PUNCT
cblr-1758	728	30	2010	2010	NUM
cblr-1758	728	31	):	):	PUNCT
cblr-1758	728	32	allowing	allow	VERB
cblr-1758	728	33	an	an	DET
cblr-1758	728	34	investment	investment	NOUN
cblr-1758	728	35	manager	manager	NOUN
cblr-1758	728	36	to	to	PART
cblr-1758	728	37	circumvent	circumvent	VERB
cblr-1758	728	38	regulation	regulation	NOUN
cblr-1758	728	39	merely	merely	ADV
cblr-1758	728	40	by	by	ADP
cblr-1758	728	41	transferring	transfer	VERB
cblr-1758	728	42	funds	fund	NOUN
cblr-1758	728	43	from	from	ADP
cblr-1758	728	44	one	one	NUM
cblr-1758	728	45	account	account	NOUN
cblr-1758	728	46	to	to	ADP
cblr-1758	728	47	another	another	PRON
cblr-1758	728	48	does	do	AUX
cblr-1758	728	49	not	not	PART
cblr-1758	728	50	comport	comport	VERB
cblr-1758	728	51	with	with	ADP
cblr-1758	728	52	congress	congress	PROPN
cblr-1758	728	53	’s	’s	PART
cblr-1758	728	54	aim	aim	NOUN
cblr-1758	728	55	of	of	ADP
cblr-1758	728	56	protecting	protect	VERB
cblr-1758	728	57	investors	investor	NOUN
cblr-1758	728	58	.	.	PUNCT
cblr-1758	728	59	.	.	PUNCT
cblr-1758	728	60	.	.	PUNCT
cblr-1758	728	61	.	.	PUNCT
cblr-1758	729	1	our	our	PRON
cblr-1758	729	2	holding	hold	VERB
cblr-1758	729	3	in	in	ADP
cblr-1758	729	4	equity	equity	NOUN
cblr-1758	729	5	[	[	X
cblr-1758	729	6	,	,	PUNCT
cblr-1758	729	7	572	572	NUM
cblr-1758	729	8	f.3d	f.3d	NUM
cblr-1758	729	9	at	at	ADP
cblr-1758	729	10	158	158	NUM
cblr-1758	729	11	,	,	PUNCT
cblr-1758	729	12	]	]	PUNCT
cblr-1758	729	13	makes	make	VERB
cblr-1758	729	14	clear	clear	ADJ
cblr-1758	729	15	that	that	SCONJ
cblr-1758	729	16	the	the	DET
cblr-1758	729	17	proximity	proximity	NOUN
cblr-1758	729	18	to	to	ADP
cblr-1758	729	19	trading	trading	NOUN
cblr-1758	729	20	is	be	AUX
cblr-1758	729	21	not	not	PART
cblr-1758	729	22	an	an	DET
cblr-1758	729	23	important	important	ADJ
cblr-1758	729	24	factor	factor	NOUN
cblr-1758	729	25	.	.	PUNCT
cblr-1758	730	1	if	if	SCONJ
cblr-1758	730	2	the	the	DET
cblr-1758	730	3	pool	pool	NOUN
cblr-1758	730	4	is	be	AUX
cblr-1758	730	5	established	establish	VERB
cblr-1758	730	6	with	with	ADP
cblr-1758	730	7	the	the	DET
cblr-1758	730	8	purpose	purpose	NOUN
cblr-1758	730	9	of	of	ADP
cblr-1758	730	10	trading	trading	NOUN
cblr-1758	730	11	in	in	ADP
cblr-1758	730	12	commodity	commodity	NOUN
cblr-1758	730	13	futures	future	NOUN
cblr-1758	730	14	,	,	PUNCT
cblr-1758	730	15	then	then	ADV
cblr-1758	730	16	the	the	DET
cblr-1758	730	17	pool	pool	NOUN
cblr-1758	730	18	is	be	AUX
cblr-1758	730	19	a	a	DET
cblr-1758	730	20	commodity	commodity	NOUN
cblr-1758	730	21	pool	pool	NOUN
cblr-1758	730	22	for	for	ADP
cblr-1758	730	23	cea	cea	PROPN
cblr-1758	730	24	purposes	purpose	NOUN
cblr-1758	730	25	.	.	PUNCT
cblr-1758	731	1	scopino	scopino	PROPN
cblr-1758	731	2	–	–	PUNCT
cblr-1758	731	3	final	final	ADJ
cblr-1758	731	4	484	484	NUM
cblr-1758	731	5	columbia	columbia	PROPN
cblr-1758	731	6	business	business	NOUN
cblr-1758	731	7	law	law	PROPN
cblr-1758	731	8	review	review	NOUN
cblr-1758	732	1	[	[	X
cblr-1758	732	2	vol	vol	NOUN
cblr-1758	732	3	.	.	NOUN
cblr-1758	732	4	2015	2015	NUM
cblr-1758	732	5	contracts	contract	NOUN
cblr-1758	732	6	that	that	PRON
cblr-1758	732	7	result	result	VERB
cblr-1758	732	8	or	or	CCONJ
cblr-1758	732	9	may	may	AUX
cblr-1758	732	10	result	result	VERB
cblr-1758	732	11	therefrom	therefrom	NOUN
cblr-1758	732	12	.	.	PUNCT
cblr-1758	733	1	”185	”185	PUNCT
cblr-1758	733	2	fcms	fcms	NOUN
cblr-1758	733	3	are	be	AUX
cblr-1758	733	4	the	the	DET
cblr-1758	733	5	equivalent	equivalent	NOUN
cblr-1758	733	6	of	of	ADP
cblr-1758	733	7	brokerage	brokerage	NOUN
cblr-1758	733	8	houses	house	NOUN
cblr-1758	733	9	in	in	ADP
cblr-1758	733	10	the	the	DET
cblr-1758	733	11	securities	security	NOUN
cblr-1758	733	12	world,186	world,186	ADJ
cblr-1758	733	13	and	and	CCONJ
cblr-1758	733	14	,	,	PUNCT
cblr-1758	733	15	accordingly	accordingly	ADV
cblr-1758	733	16	,	,	PUNCT
cblr-1758	733	17	most	most	ADJ
cblr-1758	733	18	persons	person	NOUN
cblr-1758	733	19	access	access	NOUN
cblr-1758	733	20	u.s	u.s	PROPN
cblr-1758	733	21	.	.	PROPN
cblr-1758	733	22	futures	future	NOUN
cblr-1758	733	23	markets	market	NOUN
cblr-1758	733	24	through	through	ADP
cblr-1758	733	25	fcms	fcms	NOUN
cblr-1758	733	26	,	,	PUNCT
cblr-1758	733	27	albeit	albeit	SCONJ
cblr-1758	733	28	through	through	ADP
cblr-1758	733	29	affiliated	affiliate	VERB
cblr-1758	733	30	associated	associate	VERB
cblr-1758	733	31	persons	person	NOUN
cblr-1758	733	32	and	and	CCONJ
cblr-1758	733	33	introducing	introduce	VERB
cblr-1758	733	34	brokers	broker	NOUN
cblr-1758	733	35	(	(	PUNCT
cblr-1758	733	36	both	both	PRON
cblr-1758	733	37	of	of	ADP
cblr-1758	733	38	which	which	PRON
cblr-1758	733	39	will	will	AUX
cblr-1758	733	40	be	be	AUX
cblr-1758	733	41	discussed	discuss	VERB
cblr-1758	733	42	later	later	ADV
cblr-1758	733	43	)	)	PUNCT
cblr-1758	733	44	acting	act	VERB
cblr-1758	733	45	as	as	SCONJ
cblr-1758	733	46	their	their	PRON
cblr-1758	733	47	sales	sale	NOUN
cblr-1758	733	48	force.187	force.187	VERB
cblr-1758	733	49	more	more	ADV
cblr-1758	733	50	specifically	specifically	ADV
cblr-1758	733	51	,	,	PUNCT
cblr-1758	733	52	a	a	DET
cblr-1758	733	53	person	person	NOUN
cblr-1758	733	54	wishing	wish	VERB
cblr-1758	733	55	to	to	PART
cblr-1758	733	56	place	place	VERB
cblr-1758	733	57	trades	trade	NOUN
cblr-1758	733	58	on	on	ADP
cblr-1758	733	59	u.s	u.s	PROPN
cblr-1758	733	60	.	.	PROPN
cblr-1758	733	61	futures	future	NOUN
cblr-1758	733	62	exchanges	exchange	NOUN
cblr-1758	733	63	typically	typically	ADV
cblr-1758	733	64	will	will	AUX
cblr-1758	733	65	open	open	VERB
cblr-1758	733	66	an	an	DET
cblr-1758	733	67	account	account	NOUN
cblr-1758	733	68	with	with	ADP
cblr-1758	733	69	an	an	DET
cblr-1758	733	70	fcm	fcm	X
cblr-1758	733	71	and	and	CCONJ
cblr-1758	733	72	give	give	VERB
cblr-1758	733	73	trading	trading	NOUN
cblr-1758	733	74	orders	order	NOUN
cblr-1758	733	75	,	,	PUNCT
cblr-1758	733	76	directly	directly	ADV
cblr-1758	733	77	or	or	CCONJ
cblr-1758	733	78	indirectly	indirectly	ADV
cblr-1758	733	79	,	,	PUNCT
cblr-1758	733	80	to	to	ADP
cblr-1758	733	81	that	that	DET
cblr-1758	733	82	fcm.188	fcm.188	NOUN
cblr-1758	733	83	as	as	SCONJ
cblr-1758	733	84	mentioned	mention	VERB
cblr-1758	733	85	earlier	early	ADV
cblr-1758	733	86	,	,	PUNCT
cblr-1758	733	87	fcms	fcms	PROPN
cblr-1758	733	88	generally	generally	ADV
cblr-1758	733	89	are	be	AUX
cblr-1758	733	90	members	member	NOUN
cblr-1758	733	91	of	of	ADP
cblr-1758	733	92	dcms	dcms	NOUN
cblr-1758	733	93	and	and	CCONJ
cblr-1758	733	94	derivatives	derivative	NOUN
cblr-1758	733	95	clearing	clearing	NOUN
cblr-1758	733	96	organizations	organization	NOUN
cblr-1758	733	97	(	(	PUNCT
cblr-1758	733	98	“	"	PUNCT
cblr-1758	733	99	dcos”),189	dcos”),189	PROPN
cblr-1758	733	100	which	which	PRON
cblr-1758	733	101	is	be	AUX
cblr-1758	733	102	how	how	SCONJ
cblr-1758	733	103	fcms	fcms	NOUN
cblr-1758	733	104	have	have	VERB
cblr-1758	733	105	the	the	DET
cblr-1758	733	106	ability	ability	NOUN
cblr-1758	733	107	to	to	PART
cblr-1758	733	108	place	place	VERB
cblr-1758	733	109	trades	trade	NOUN
cblr-1758	733	110	directly	directly	ADV
cblr-1758	733	111	on	on	ADP
cblr-1758	733	112	dcms	dcms	NOUN
cblr-1758	733	113	and	and	CCONJ
cblr-1758	733	114	to	to	PART
cblr-1758	733	115	clear	clear	VERB
cblr-1758	733	116	those	those	DET
cblr-1758	733	117	trades	trade	NOUN
cblr-1758	733	118	on	on	ADP
cblr-1758	733	119	dcos.190	dcos.190	NOUN
cblr-1758	733	120	the	the	DET
cblr-1758	733	121	principal	principal	ADJ
cblr-1758	733	122	regulations	regulation	NOUN
cblr-1758	733	123	applicable	applicable	ADJ
cblr-1758	733	124	to	to	ADP
cblr-1758	733	125	fcms	fcms	NOUN
cblr-1758	733	126	serve	serve	VERB
cblr-1758	733	127	to	to	PART
cblr-1758	733	128	protect	protect	VERB
cblr-1758	733	129	clients	client	NOUN
cblr-1758	733	130	from	from	ADP
cblr-1758	733	131	fcm	fcm	PROPN
cblr-1758	733	132	fraud	fraud	NOUN
cblr-1758	733	133	or	or	CCONJ
cblr-1758	733	134	default	default	NOUN
cblr-1758	733	135	by	by	ADP
cblr-1758	733	136	requiring	require	VERB
cblr-1758	733	137	fcms	fcms	NOUN
cblr-1758	733	138	to	to	PART
cblr-1758	733	139	segregate	segregate	VERB
cblr-1758	733	140	their	their	PRON
cblr-1758	733	141	own	own	ADJ
cblr-1758	733	142	funds	fund	NOUN
cblr-1758	733	143	from	from	ADP
cblr-1758	733	144	the	the	DET
cblr-1758	733	145	funds	fund	NOUN
cblr-1758	733	146	of	of	ADP
cblr-1758	733	147	their	their	PRON
cblr-1758	733	148	customers	customer	NOUN
cblr-1758	733	149	,	,	PUNCT
cblr-1758	733	150	to	to	PART
cblr-1758	733	151	maintain	maintain	VERB
cblr-1758	733	152	minimum	minimum	ADJ
cblr-1758	733	153	185	185	NUM
cblr-1758	733	154	cea	cea	PROPN
cblr-1758	733	155	§	§	PROPN
cblr-1758	733	156	1a(28)(a)(i	1a(28)(a)(i	NUM
cblr-1758	733	157	)	)	PUNCT
cblr-1758	733	158	,	,	PUNCT
cblr-1758	733	159	7	7	NUM
cblr-1758	733	160	u.s.c	u.s.c	NOUN
cblr-1758	733	161	.	.	PUNCT
cblr-1758	734	1	§	§	PROPN
cblr-1758	734	2	1a(28)(a)(i	1a(28)(a)(i	NUM
cblr-1758	734	3	)	)	PUNCT
cblr-1758	734	4	(	(	PUNCT
cblr-1758	734	5	2012	2012	NUM
cblr-1758	734	6	)	)	PUNCT
cblr-1758	734	7	.	.	PUNCT
cblr-1758	735	1	see	see	VERB
cblr-1758	735	2	cftc	cftc	PROPN
cblr-1758	735	3	regulation	regulation	PROPN
cblr-1758	735	4	1.3(p	1.3(p	NUM
cblr-1758	735	5	)	)	PUNCT
cblr-1758	735	6	,	,	PUNCT
cblr-1758	735	7	17	17	NUM
cblr-1758	735	8	c.f.r	c.f.r	NOUN
cblr-1758	735	9	.	.	PUNCT
cblr-1758	736	1	§	§	PROPN
cblr-1758	736	2	1.3(p	1.3(p	NUM
cblr-1758	736	3	)	)	PUNCT
cblr-1758	736	4	(	(	PUNCT
cblr-1758	736	5	2014	2014	NUM
cblr-1758	736	6	)	)	PUNCT
cblr-1758	736	7	.	.	PUNCT
cblr-1758	737	1	the	the	DET
cblr-1758	737	2	fcm	fcm	PROPN
cblr-1758	737	3	intermediary	intermediary	ADJ
cblr-1758	737	4	category	category	NOUN
cblr-1758	737	5	also	also	ADV
cblr-1758	737	6	includes	include	VERB
cblr-1758	737	7	any	any	DET
cblr-1758	737	8	person	person	NOUN
cblr-1758	737	9	that	that	PRON
cblr-1758	737	10	is	be	AUX
cblr-1758	737	11	registered	register	VERB
cblr-1758	737	12	with	with	ADP
cblr-1758	737	13	the	the	DET
cblr-1758	737	14	cftc	cftc	PROPN
cblr-1758	737	15	as	as	ADP
cblr-1758	737	16	an	an	DET
cblr-1758	737	17	fcm	fcm	X
cblr-1758	737	18	.	.	PUNCT
cblr-1758	738	1	cea	cea	PROPN
cblr-1758	738	2	§	§	PROPN
cblr-1758	738	3	1a(28)(a)(ii	1a(28)(a)(ii	NUM
cblr-1758	738	4	)	)	PUNCT
cblr-1758	738	5	,	,	PUNCT
cblr-1758	738	6	7	7	NUM
cblr-1758	738	7	u.s.c	u.s.c	ADJ
cblr-1758	738	8	.	.	PUNCT
cblr-1758	739	1	§	§	PROPN
cblr-1758	739	2	1a(28)(a)(ii	1a(28)(a)(ii	NUM
cblr-1758	739	3	)	)	PUNCT
cblr-1758	739	4	(	(	PUNCT
cblr-1758	739	5	2012	2012	NUM
cblr-1758	739	6	)	)	PUNCT
cblr-1758	739	7	.	.	PUNCT
cblr-1758	740	1	186	186	NUM
cblr-1758	740	2	1	1	NUM
cblr-1758	740	3	johnson	johnson	PROPN
cblr-1758	740	4	&	&	CCONJ
cblr-1758	740	5	hazen	hazen	PROPN
cblr-1758	740	6	,	,	PUNCT
cblr-1758	740	7	supra	supra	PROPN
cblr-1758	740	8	note	note	NOUN
cblr-1758	740	9	47	47	NUM
cblr-1758	740	10	,	,	PUNCT
cblr-1758	740	11	§	§	PROPN
cblr-1758	740	12	1.06[1	1.06[1	NUM
cblr-1758	740	13	]	]	PUNCT
cblr-1758	740	14	,	,	PUNCT
cblr-1758	740	15	at	at	ADP
cblr-1758	740	16	195	195	NUM
cblr-1758	740	17	.	.	NUM
cblr-1758	740	18	187	187	NUM
cblr-1758	741	1	i	i	PRON
cblr-1758	741	2	d.	d.	NOUN
cblr-1758	741	3	introducing	introduce	VERB
cblr-1758	741	4	brokers	broker	NOUN
cblr-1758	741	5	and	and	CCONJ
cblr-1758	741	6	associated	associated	ADJ
cblr-1758	741	7	persons	person	NOUN
cblr-1758	741	8	are	be	AUX
cblr-1758	741	9	discussed	discuss	VERB
cblr-1758	741	10	in	in	ADP
cblr-1758	741	11	subsequent	subsequent	ADJ
cblr-1758	741	12	parts	part	NOUN
cblr-1758	741	13	of	of	ADP
cblr-1758	741	14	this	this	DET
cblr-1758	741	15	article	article	NOUN
cblr-1758	741	16	.	.	PUNCT
cblr-1758	742	1	188	188	NUM
cblr-1758	742	2	i	i	PROPN
cblr-1758	742	3	d.	d.	PROPN
cblr-1758	742	4	189	189	NUM
cblr-1758	742	5	a	a	DET
cblr-1758	742	6	dco	dco	PROPN
cblr-1758	742	7	is	be	AUX
cblr-1758	742	8	an	an	DET
cblr-1758	742	9	entity	entity	NOUN
cblr-1758	742	10	that	that	PRON
cblr-1758	742	11	,	,	PUNCT
cblr-1758	742	12	with	with	ADP
cblr-1758	742	13	respect	respect	NOUN
cblr-1758	742	14	to	to	ADP
cblr-1758	742	15	a	a	DET
cblr-1758	742	16	futures	future	NOUN
cblr-1758	742	17	or	or	CCONJ
cblr-1758	742	18	derivative	derivative	ADJ
cblr-1758	742	19	contract	contract	NOUN
cblr-1758	742	20	:	:	PUNCT
cblr-1758	742	21	(	(	PUNCT
cblr-1758	742	22	1	1	X
cblr-1758	742	23	)	)	PUNCT
cblr-1758	742	24	enables	enable	VERB
cblr-1758	742	25	each	each	DET
cblr-1758	742	26	party	party	NOUN
cblr-1758	742	27	to	to	ADP
cblr-1758	742	28	the	the	DET
cblr-1758	742	29	contract	contract	NOUN
cblr-1758	742	30	to	to	PART
cblr-1758	742	31	substitute	substitute	VERB
cblr-1758	742	32	,	,	PUNCT
cblr-1758	742	33	through	through	ADP
cblr-1758	742	34	novation	novation	NOUN
cblr-1758	742	35	or	or	CCONJ
cblr-1758	742	36	otherwise	otherwise	ADV
cblr-1758	742	37	,	,	PUNCT
cblr-1758	742	38	the	the	DET
cblr-1758	742	39	credit	credit	NOUN
cblr-1758	742	40	of	of	ADP
cblr-1758	742	41	the	the	DET
cblr-1758	742	42	derivatives	derivative	NOUN
cblr-1758	742	43	clearing	clearing	NOUN
cblr-1758	742	44	organization	organization	NOUN
cblr-1758	742	45	for	for	ADP
cblr-1758	742	46	the	the	DET
cblr-1758	742	47	credit	credit	NOUN
cblr-1758	742	48	of	of	ADP
cblr-1758	742	49	the	the	DET
cblr-1758	742	50	parties	party	NOUN
cblr-1758	742	51	;	;	PUNCT
cblr-1758	742	52	(	(	PUNCT
cblr-1758	742	53	2	2	X
cblr-1758	742	54	)	)	PUNCT
cblr-1758	742	55	arranges	arrange	NOUN
cblr-1758	742	56	or	or	CCONJ
cblr-1758	742	57	provides	provide	VERB
cblr-1758	742	58	,	,	PUNCT
cblr-1758	742	59	on	on	ADP
cblr-1758	742	60	a	a	DET
cblr-1758	742	61	multilateral	multilateral	ADJ
cblr-1758	742	62	basis	basis	NOUN
cblr-1758	742	63	,	,	PUNCT
cblr-1758	742	64	for	for	ADP
cblr-1758	742	65	the	the	DET
cblr-1758	742	66	settlement	settlement	NOUN
cblr-1758	742	67	or	or	CCONJ
cblr-1758	742	68	netting	netting	NOUN
cblr-1758	742	69	of	of	ADP
cblr-1758	742	70	obligations	obligation	NOUN
cblr-1758	742	71	resulting	result	VERB
cblr-1758	742	72	from	from	ADP
cblr-1758	742	73	such	such	ADJ
cblr-1758	742	74	contracts	contract	NOUN
cblr-1758	742	75	;	;	PUNCT
cblr-1758	742	76	or	or	CCONJ
cblr-1758	742	77	(	(	PUNCT
cblr-1758	742	78	3	3	X
cblr-1758	742	79	)	)	PUNCT
cblr-1758	742	80	otherwise	otherwise	ADV
cblr-1758	742	81	provides	provide	VERB
cblr-1758	742	82	clearing	clearing	NOUN
cblr-1758	742	83	services	service	NOUN
cblr-1758	742	84	or	or	CCONJ
cblr-1758	742	85	arrangements	arrangement	NOUN
cblr-1758	742	86	that	that	PRON
cblr-1758	742	87	mutualize	mutualize	VERB
cblr-1758	742	88	or	or	CCONJ
cblr-1758	742	89	transfer	transfer	VERB
cblr-1758	742	90	among	among	ADP
cblr-1758	742	91	participants	participant	NOUN
cblr-1758	742	92	in	in	ADP
cblr-1758	742	93	the	the	DET
cblr-1758	742	94	derivatives	derivative	NOUN
cblr-1758	742	95	clearing	clearing	NOUN
cblr-1758	742	96	organization	organization	NOUN
cblr-1758	742	97	the	the	DET
cblr-1758	742	98	credit	credit	NOUN
cblr-1758	742	99	risk	risk	NOUN
cblr-1758	742	100	arising	arise	VERB
cblr-1758	742	101	from	from	ADP
cblr-1758	742	102	such	such	ADJ
cblr-1758	742	103	contracts	contract	NOUN
cblr-1758	742	104	.	.	PUNCT
cblr-1758	743	1	derivatives	derivative	NOUN
cblr-1758	743	2	clearing	clearing	NOUN
cblr-1758	743	3	organization	organization	NOUN
cblr-1758	743	4	,	,	PUNCT
cblr-1758	743	5	cftc	cftc	PROPN
cblr-1758	743	6	glossary	glossary	NOUN
cblr-1758	743	7	,	,	PUNCT
cblr-1758	743	8	http://www.cftc.gov/	http://www.cftc.gov/	ADV
cblr-1758	743	9	consumerprotection	consumerprotection	NOUN
cblr-1758	743	10	/	/	SYM
cblr-1758	743	11	educationcenter	educationcenter	NOUN
cblr-1758	743	12	/	/	SYM
cblr-1758	743	13	cftcglossary	cftcglossary	NOUN
cblr-1758	743	14	/	/	SYM
cblr-1758	743	15	index.htm#d	index.htm#d	NOUN
cblr-1758	743	16	,	,	PUNCT
cblr-1758	743	17	archived	archive	VERB
cblr-1758	743	18	at	at	ADP
cblr-1758	743	19	perma.cc/6t3l-v4p2	perma.cc/6t3l-v4p2	PROPN
cblr-1758	743	20	.	.	PUNCT
cblr-1758	744	1	see	see	VERB
cblr-1758	744	2	cea	cea	PROPN
cblr-1758	744	3	§	§	PROPN
cblr-1758	744	4	1a(15	1a(15	PROPN
cblr-1758	744	5	)	)	PUNCT
cblr-1758	744	6	,	,	PUNCT
cblr-1758	744	7	7	7	NUM
cblr-1758	744	8	u.s.c	u.s.c	ADJ
cblr-1758	744	9	.	.	PUNCT
cblr-1758	745	1	§	§	PROPN
cblr-1758	745	2	1a(15	1a(15	NUM
cblr-1758	745	3	)	)	PUNCT
cblr-1758	745	4	(	(	PUNCT
cblr-1758	745	5	2012	2012	NUM
cblr-1758	745	6	)	)	PUNCT
cblr-1758	745	7	.	.	PUNCT
cblr-1758	746	1	190	190	NUM
cblr-1758	746	2	1	1	NUM
cblr-1758	746	3	johnson	johnson	PROPN
cblr-1758	746	4	&	&	CCONJ
cblr-1758	746	5	hazen	hazen	PROPN
cblr-1758	746	6	,	,	PUNCT
cblr-1758	746	7	supra	supra	PROPN
cblr-1758	746	8	note	note	NOUN
cblr-1758	746	9	47	47	NUM
cblr-1758	746	10	,	,	PUNCT
cblr-1758	746	11	§	§	PROPN
cblr-1758	746	12	1.06[1	1.06[1	NUM
cblr-1758	746	13	]	]	PUNCT
cblr-1758	746	14	,	,	PUNCT
cblr-1758	746	15	at	at	ADP
cblr-1758	746	16	195	195	NUM
cblr-1758	746	17	.	.	NOUN
cblr-1758	746	18	scopino	scopino	ADJ
cblr-1758	746	19	–	–	PUNCT
cblr-1758	746	20	final	final	ADJ
cblr-1758	746	21	no	no	NOUN
cblr-1758	746	22	.	.	PUNCT
cblr-1758	747	1	2:439	2:439	NUM
cblr-1758	747	2	]	]	X
cblr-1758	747	3	the	the	DET
cblr-1758	747	4	second	second	ADJ
cblr-1758	747	5	machine	machine	NOUN
cblr-1758	747	6	age	age	NOUN
cblr-1758	747	7	485	485	NUM
cblr-1758	747	8	levels	level	NOUN
cblr-1758	747	9	of	of	ADP
cblr-1758	747	10	capital	capital	NOUN
cblr-1758	747	11	,	,	PUNCT
cblr-1758	747	12	and	and	CCONJ
cblr-1758	747	13	to	to	PART
cblr-1758	747	14	comply	comply	VERB
cblr-1758	747	15	with	with	ADP
cblr-1758	747	16	certain	certain	ADJ
cblr-1758	747	17	reporting	reporting	NOUN
cblr-1758	747	18	requirements.191	requirements.191	NUM
cblr-1758	747	19	as	as	ADP
cblr-1758	747	20	of	of	ADP
cblr-1758	747	21	2013	2013	NUM
cblr-1758	747	22	,	,	PUNCT
cblr-1758	747	23	there	there	PRON
cblr-1758	747	24	were	be	VERB
cblr-1758	747	25	105	105	NUM
cblr-1758	747	26	registered	register	VERB
cblr-1758	747	27	fcms.192	fcms.192	NOUN
cblr-1758	747	28	d.	d.	PROPN
cblr-1758	747	29	associated	associate	VERB
cblr-1758	747	30	persons	person	NOUN
cblr-1758	747	31	and	and	CCONJ
cblr-1758	747	32	principals––salespeople	principals––salespeople	PROPN
cblr-1758	747	33	and	and	CCONJ
cblr-1758	747	34	supervisors	supervisor	NOUN
cblr-1758	747	35	the	the	DET
cblr-1758	747	36	two	two	NUM
cblr-1758	747	37	kinds	kind	NOUN
cblr-1758	747	38	of	of	ADP
cblr-1758	747	39	persons	person	NOUN
cblr-1758	747	40	discussed	discuss	VERB
cblr-1758	747	41	in	in	ADP
cblr-1758	747	42	this	this	DET
cblr-1758	747	43	part	part	NOUN
cblr-1758	747	44	are	be	AUX
cblr-1758	747	45	typically	typically	ADV
cblr-1758	747	46	officers	officer	NOUN
cblr-1758	747	47	,	,	PUNCT
cblr-1758	747	48	owners	owner	NOUN
cblr-1758	747	49	,	,	PUNCT
cblr-1758	747	50	employees	employee	NOUN
cblr-1758	747	51	,	,	PUNCT
cblr-1758	747	52	or	or	CCONJ
cblr-1758	747	53	agents	agent	NOUN
cblr-1758	747	54	of	of	ADP
cblr-1758	747	55	registrants	registrant	NOUN
cblr-1758	747	56	.	.	PUNCT
cblr-1758	748	1	generally	generally	ADV
cblr-1758	748	2	,	,	PUNCT
cblr-1758	748	3	aps	aps	PROPN
cblr-1758	748	4	are	be	AUX
cblr-1758	748	5	salespeople	salesperson	NOUN
cblr-1758	748	6	for	for	ADP
cblr-1758	748	7	intermediaries	intermediary	NOUN
cblr-1758	748	8	or	or	CCONJ
cblr-1758	748	9	the	the	DET
cblr-1758	748	10	supervisors	supervisor	NOUN
cblr-1758	748	11	of	of	ADP
cblr-1758	748	12	salespeople,193	salespeople,193	NOUN
cblr-1758	748	13	and	and	CCONJ
cblr-1758	748	14	principals	principal	NOUN
cblr-1758	748	15	are	be	AUX
cblr-1758	748	16	persons	person	NOUN
cblr-1758	748	17	who	who	PRON
cblr-1758	748	18	,	,	PUNCT
cblr-1758	748	19	due	due	ADP
cblr-1758	748	20	to	to	ADP
cblr-1758	748	21	their	their	PRON
cblr-1758	748	22	office	office	NOUN
cblr-1758	748	23	,	,	PUNCT
cblr-1758	748	24	position	position	NOUN
cblr-1758	748	25	,	,	PUNCT
cblr-1758	748	26	or	or	CCONJ
cblr-1758	748	27	amount	amount	NOUN
cblr-1758	748	28	of	of	ADP
cblr-1758	748	29	stock	stock	NOUN
cblr-1758	748	30	ownership	ownership	NOUN
cblr-1758	748	31	of	of	ADP
cblr-1758	748	32	a	a	DET
cblr-1758	748	33	business	business	NOUN
cblr-1758	748	34	entity	entity	NOUN
cblr-1758	748	35	,	,	PUNCT
cblr-1758	748	36	exhibit	exhibit	VERB
cblr-1758	748	37	a	a	DET
cblr-1758	748	38	measure	measure	NOUN
cblr-1758	748	39	of	of	ADP
cblr-1758	748	40	control	control	NOUN
cblr-1758	748	41	over	over	ADP
cblr-1758	748	42	a	a	DET
cblr-1758	748	43	registrant.194	registrant.194	PROPN
cblr-1758	748	44	aps	aps	PROPN
cblr-1758	748	45	must	must	AUX
cblr-1758	748	46	be	be	AUX
cblr-1758	748	47	natural	natural	ADJ
cblr-1758	748	48	persons.195	persons.195	NOUN
cblr-1758	748	49	as	as	ADP
cblr-1758	748	50	of	of	ADP
cblr-1758	748	51	2013	2013	NUM
cblr-1758	748	52	,	,	PUNCT
cblr-1758	748	53	there	there	PRON
cblr-1758	748	54	were	be	VERB
cblr-1758	748	55	56,190	56,190	NUM
cblr-1758	748	56	registered	register	VERB
cblr-1758	748	57	aps.196	aps.196	NOUN
cblr-1758	748	58	the	the	DET
cblr-1758	748	59	cftc	cftc	PROPN
cblr-1758	748	60	requires	require	VERB
cblr-1758	748	61	“	"	PUNCT
cblr-1758	748	62	all	all	DET
cblr-1758	748	63	persons	person	NOUN
cblr-1758	748	64	,	,	PUNCT
cblr-1758	748	65	regardless	regardless	ADV
cblr-1758	748	66	of	of	ADP
cblr-1758	748	67	position	position	NOUN
cblr-1758	748	68	title	title	NOUN
cblr-1758	748	69	,	,	PUNCT
cblr-1758	748	70	who	who	PRON
cblr-1758	748	71	supervise	supervise	VERB
cblr-1758	748	72	associated	associated	ADJ
cblr-1758	748	73	persons	person	NOUN
cblr-1758	748	74	[	[	X
cblr-1758	748	75	to	to	PART
cblr-1758	748	76	]	]	PUNCT
cblr-1758	748	77	register	register	VERB
cblr-1758	748	78	[	[	PUNCT
cblr-1758	748	79	as	as	ADP
cblr-1758	748	80	aps	ap	NOUN
cblr-1758	748	81	]	]	PUNCT
cblr-1758	748	82	”	"	PUNCT
cblr-1758	748	83	as	as	ADV
cblr-1758	748	84	well	well	ADV
cblr-1758	748	85	as	as	ADP
cblr-1758	748	86	everyone	everyone	PRON
cblr-1758	748	87	in	in	ADP
cblr-1758	748	88	the	the	DET
cblr-1758	748	89	“	"	PUNCT
cblr-1758	748	90	‘	'	PUNCT
cblr-1758	748	91	line	line	NOUN
cblr-1758	748	92	of	of	ADP
cblr-1758	748	93	supervisory	supervisory	ADJ
cblr-1758	748	94	authority	authority	NOUN
cblr-1758	748	95	,	,	PUNCT
cblr-1758	748	96	’	'	PUNCT
cblr-1758	748	97	regardless	regardless	ADV
cblr-1758	748	98	of	of	ADP
cblr-1758	748	99	how	how	SCONJ
cblr-1758	748	100	senior	senior	ADJ
cblr-1758	748	101	their	their	PRON
cblr-1758	748	102	position	position	NOUN
cblr-1758	748	103	,	,	PUNCT
cblr-1758	748	104	including	include	VERB
cblr-1758	748	105	the	the	DET
cblr-1758	748	106	president	president	NOUN
cblr-1758	748	107	of	of	ADP
cblr-1758	748	108	the	the	DET
cblr-1758	748	109	firm	firm	NOUN
cblr-1758	748	110	.	.	PUNCT
cblr-1758	749	1	”197	”197	PUNCT
cblr-1758	749	2	persons	person	NOUN
cblr-1758	749	3	are	be	AUX
cblr-1758	749	4	principals	principal	NOUN
cblr-1758	749	5	if	if	SCONJ
cblr-1758	749	6	they	they	PRON
cblr-1758	749	7	fall	fall	VERB
cblr-1758	749	8	within	within	ADP
cblr-1758	749	9	any	any	PRON
cblr-1758	749	10	of	of	ADP
cblr-1758	749	11	the	the	DET
cblr-1758	749	12	enumerated	enumerate	VERB
cblr-1758	749	13	positions	position	NOUN
cblr-1758	749	14	or	or	CCONJ
cblr-1758	749	15	circumstances	circumstance	NOUN
cblr-1758	749	16	enumerated	enumerate	VERB
cblr-1758	749	17	in	in	ADP
cblr-1758	749	18	191	191	NUM
cblr-1758	749	19	i	i	PRON
cblr-1758	749	20	d.	d.	PROPN
cblr-1758	749	21	at	at	ADP
cblr-1758	749	22	§	§	PROPN
cblr-1758	749	23	1.06[4]–[6	1.06[4]–[6	PROPN
cblr-1758	749	24	]	]	PUNCT
cblr-1758	749	25	,	,	PUNCT
cblr-1758	749	26	at	at	ADP
cblr-1758	749	27	202–09	202–09	NUM
cblr-1758	749	28	.	.	PUNCT
cblr-1758	750	1	192	192	NUM
cblr-1758	750	2	cftc	cftc	PROPN
cblr-1758	750	3	fy2015	fy2015	PROPN
cblr-1758	750	4	budget	budget	NOUN
cblr-1758	750	5	plan	plan	NOUN
cblr-1758	750	6	,	,	PUNCT
cblr-1758	750	7	supra	supra	PROPN
cblr-1758	750	8	note	note	NOUN
cblr-1758	750	9	46	46	NUM
cblr-1758	750	10	,	,	PUNCT
cblr-1758	750	11	at	at	ADP
cblr-1758	750	12	85	85	NUM
cblr-1758	750	13	(	(	PUNCT
cblr-1758	750	14	app	app	X
cblr-1758	750	15	.	.	PROPN
cblr-1758	750	16	4	4	NUM
cblr-1758	750	17	)	)	PUNCT
cblr-1758	750	18	.	.	PUNCT
cblr-1758	751	1	193	193	NUM
cblr-1758	751	2	associated	associated	ADJ
cblr-1758	751	3	person	person	NOUN
cblr-1758	751	4	,	,	PUNCT
cblr-1758	751	5	nat’l	nat’l	NOUN
cblr-1758	751	6	futures	future	NOUN
cblr-1758	751	7	ass’n	ass’n	VERB
cblr-1758	751	8	,	,	PUNCT
cblr-1758	751	9	http://www.nfa.futures	http://www.nfa.future	NOUN
cblr-1758	751	10	.	.	PUNCT
cblr-1758	751	11	org	org	PROPN
cblr-1758	751	12	/	/	SYM
cblr-1758	751	13	nfa	nfa	PROPN
cblr-1758	751	14	-	-	PUNCT
cblr-1758	751	15	registration	registration	NOUN
cblr-1758	751	16	/	/	SYM
cblr-1758	751	17	ap	ap	NOUN
cblr-1758	751	18	/	/	SYM
cblr-1758	751	19	index.html	index.html	PROPN
cblr-1758	751	20	,	,	PUNCT
cblr-1758	751	21	archived	archive	VERB
cblr-1758	751	22	at	at	ADP
cblr-1758	751	23	http://perma.cc/x436etd8	http://perma.cc/x436etd8	PROPN
cblr-1758	751	24	.	.	PROPN
cblr-1758	751	25	194	194	NUM
cblr-1758	751	26	principal	principal	NOUN
cblr-1758	751	27	,	,	PUNCT
cblr-1758	751	28	nat’l	nat’l	NOUN
cblr-1758	751	29	futures	future	NOUN
cblr-1758	751	30	ass’n	ass’n	VERB
cblr-1758	751	31	,	,	PUNCT
cblr-1758	751	32	http://www.nfa.futures.org/nfaregistration/principal/index.html	http://www.nfa.futures.org/nfaregistration/principal/index.html	X
cblr-1758	751	33	,	,	PUNCT
cblr-1758	751	34	archived	archive	VERB
cblr-1758	751	35	at	at	ADP
cblr-1758	751	36	http://perma.cc/49v3-j5jx	http://perma.cc/49v3-j5jx	NOUN
cblr-1758	751	37	.	.	PUNCT
cblr-1758	752	1	195	195	NUM
cblr-1758	752	2	see	see	VERB
cblr-1758	752	3	17	17	NUM
cblr-1758	752	4	c.f.r	c.f.r	NOUN
cblr-1758	752	5	.	.	PUNCT
cblr-1758	753	1	§	§	PROPN
cblr-1758	753	2	1.3(aa	1.3(aa	NUM
cblr-1758	753	3	)	)	PUNCT
cblr-1758	753	4	(	(	PUNCT
cblr-1758	753	5	2014	2014	NUM
cblr-1758	753	6	)	)	PUNCT
cblr-1758	753	7	(	(	PUNCT
cblr-1758	753	8	defining	define	VERB
cblr-1758	753	9	each	each	DET
cblr-1758	753	10	category	category	NOUN
cblr-1758	753	11	of	of	ADP
cblr-1758	753	12	“	"	PUNCT
cblr-1758	753	13	associate	associate	ADJ
cblr-1758	753	14	person	person	NOUN
cblr-1758	753	15	”	"	PUNCT
cblr-1758	753	16	)	)	PUNCT
cblr-1758	753	17	.	.	PUNCT
cblr-1758	754	1	but	but	CCONJ
cblr-1758	754	2	an	an	DET
cblr-1758	754	3	ap	ap	PROPN
cblr-1758	754	4	can	can	AUX
cblr-1758	754	5	be	be	AUX
cblr-1758	754	6	a	a	DET
cblr-1758	754	7	natural	natural	ADJ
cblr-1758	754	8	person	person	NOUN
cblr-1758	754	9	that	that	PRON
cblr-1758	754	10	supervises	supervise	VERB
cblr-1758	754	11	a	a	DET
cblr-1758	754	12	business	business	NOUN
cblr-1758	754	13	entity	entity	NOUN
cblr-1758	754	14	.	.	PUNCT
cblr-1758	755	1	see	see	VERB
cblr-1758	755	2	i	i	PRON
cblr-1758	755	3	d.	d.	PROPN
cblr-1758	755	4	196	196	NUM
cblr-1758	755	5	cftc	cftc	PROPN
cblr-1758	755	6	fy2015	fy2015	PROPN
cblr-1758	755	7	budget	budget	NOUN
cblr-1758	755	8	plan	plan	NOUN
cblr-1758	755	9	,	,	PUNCT
cblr-1758	755	10	supra	supra	PROPN
cblr-1758	755	11	note	note	NOUN
cblr-1758	755	12	46	46	NUM
cblr-1758	755	13	,	,	PUNCT
cblr-1758	755	14	at	at	ADP
cblr-1758	755	15	85	85	NUM
cblr-1758	755	16	(	(	PUNCT
cblr-1758	755	17	app	app	X
cblr-1758	755	18	.	.	PROPN
cblr-1758	755	19	4	4	NUM
cblr-1758	755	20	)	)	PUNCT
cblr-1758	755	21	.	.	PUNCT
cblr-1758	756	1	197	197	NUM
cblr-1758	756	2	regulatory	regulatory	ADJ
cblr-1758	756	3	reminder	reminder	NOUN
cblr-1758	756	4	:	:	PUNCT
cblr-1758	756	5	associated	associate	VERB
cblr-1758	756	6	persons	person	NOUN
cblr-1758	756	7	registration	registration	NOUN
cblr-1758	756	8	requirements	requirement	NOUN
cblr-1758	756	9	,	,	PUNCT
cblr-1758	756	10	nat’l	nat’l	NUM
cblr-1758	756	11	futures	future	NOUN
cblr-1758	756	12	ass’n	ass’n	VERB
cblr-1758	756	13	,	,	PUNCT
cblr-1758	756	14	http://www.nfa.futures.org/nfaregistration/registration-advisories/advisory-09-24-07.html	http://www.nfa.futures.org/nfaregistration/registration-advisories/advisory-09-24-07.html	PROPN
cblr-1758	756	15	,	,	PUNCT
cblr-1758	756	16	archived	archive	VERB
cblr-1758	756	17	at	at	ADP
cblr-1758	756	18	http://perma.cc/c8hl-z2j2	http://perma.cc/c8hl-z2j2	PROPN
cblr-1758	756	19	(	(	PUNCT
cblr-1758	756	20	quoting	quote	VERB
cblr-1758	756	21	interpretative	interpretative	ADJ
cblr-1758	756	22	statement	statement	NOUN
cblr-1758	756	23	regarding	regard	VERB
cblr-1758	756	24	the	the	DET
cblr-1758	756	25	scope	scope	NOUN
cblr-1758	756	26	of	of	ADP
cblr-1758	756	27	the	the	DET
cblr-1758	756	28	term	term	NOUN
cblr-1758	756	29	“	"	PUNCT
cblr-1758	756	30	supervision	supervision	NOUN
cblr-1758	756	31	”	"	PUNCT
cblr-1758	756	32	in	in	ADP
cblr-1758	756	33	the	the	DET
cblr-1758	756	34	associated	associated	ADJ
cblr-1758	756	35	person	person	NOUN
cblr-1758	756	36	registration	registration	NOUN
cblr-1758	756	37	requirement	requirement	NOUN
cblr-1758	756	38	,	,	PUNCT
cblr-1758	756	39	45	45	NUM
cblr-1758	756	40	fed	feed	VERB
cblr-1758	756	41	.	.	PUNCT
cblr-1758	757	1	reg	reg	PROPN
cblr-1758	757	2	.	.	PUNCT
cblr-1758	758	1	54,032	54,032	NUM
cblr-1758	758	2	,	,	PUNCT
cblr-1758	758	3	54,032	54,032	NUM
cblr-1758	758	4	(	(	PUNCT
cblr-1758	758	5	cftc	cftc	PROPN
cblr-1758	758	6	aug	aug	PROPN
cblr-1758	758	7	.	.	PROPN
cblr-1758	758	8	14	14	NUM
cblr-1758	758	9	,	,	PUNCT
cblr-1758	758	10	1980	1980	NUM
cblr-1758	758	11	)	)	PUNCT
cblr-1758	758	12	)	)	PUNCT
cblr-1758	758	13	.	.	PUNCT
cblr-1758	759	1	scopino	scopino	PROPN
cblr-1758	759	2	–	–	PUNCT
cblr-1758	759	3	final	final	ADJ
cblr-1758	759	4	486	486	NUM
cblr-1758	759	5	columbia	columbia	PROPN
cblr-1758	759	6	business	business	NOUN
cblr-1758	759	7	law	law	PROPN
cblr-1758	759	8	review	review	NOUN
cblr-1758	760	1	[	[	X
cblr-1758	760	2	vol	vol	NOUN
cblr-1758	760	3	.	.	NOUN
cblr-1758	760	4	2015	2015	NUM
cblr-1758	760	5	regulation	regulation	NOUN
cblr-1758	760	6	3.1(a).198	3.1(a).198	NUM
cblr-1758	760	7	generally	generally	ADV
cblr-1758	760	8	,	,	PUNCT
cblr-1758	760	9	principals	principal	NOUN
cblr-1758	760	10	are	be	AUX
cblr-1758	760	11	persons	person	NOUN
cblr-1758	760	12	who	who	PRON
cblr-1758	760	13	,	,	PUNCT
cblr-1758	760	14	because	because	SCONJ
cblr-1758	760	15	of	of	ADP
cblr-1758	760	16	their	their	PRON
cblr-1758	760	17	position	position	NOUN
cblr-1758	760	18	or	or	CCONJ
cblr-1758	760	19	circumstances	circumstance	NOUN
cblr-1758	760	20	,	,	PUNCT
cblr-1758	760	21	can	can	AUX
cblr-1758	760	22	either	either	CCONJ
cblr-1758	760	23	control	control	VERB
cblr-1758	760	24	or	or	CCONJ
cblr-1758	760	25	exert	exert	VERB
cblr-1758	760	26	influence	influence	NOUN
cblr-1758	760	27	over	over	ADP
cblr-1758	760	28	registrants	registrant	NOUN
cblr-1758	760	29	.	.	PUNCT
cblr-1758	761	1	for	for	ADP
cblr-1758	761	2	example	example	NOUN
cblr-1758	761	3	,	,	PUNCT
cblr-1758	761	4	a	a	DET
cblr-1758	761	5	person	person	NOUN
cblr-1758	761	6	is	be	AUX
cblr-1758	761	7	a	a	DET
cblr-1758	761	8	principal	principal	NOUN
cblr-1758	761	9	if	if	SCONJ
cblr-1758	761	10	they	they	PRON
cblr-1758	761	11	are	be	AUX
cblr-1758	761	12	a	a	DET
cblr-1758	761	13	natural	natural	ADJ
cblr-1758	761	14	person	person	NOUN
cblr-1758	761	15	who	who	PRON
cblr-1758	761	16	is	be	AUX
cblr-1758	761	17	any	any	PRON
cblr-1758	761	18	of	of	ADP
cblr-1758	761	19	the	the	DET
cblr-1758	761	20	following	following	NOUN
cblr-1758	761	21	:	:	PUNCT
cblr-1758	761	22	(	(	PUNCT
cblr-1758	761	23	1	1	X
cblr-1758	761	24	)	)	PUNCT
cblr-1758	761	25	a	a	DET
cblr-1758	761	26	sole	sole	ADJ
cblr-1758	761	27	proprietor	proprietor	NOUN
cblr-1758	761	28	of	of	ADP
cblr-1758	761	29	a	a	DET
cblr-1758	761	30	sole	sole	ADJ
cblr-1758	761	31	proprietorship	proprietorship	NOUN
cblr-1758	761	32	;	;	PUNCT
cblr-1758	761	33	(	(	PUNCT
cblr-1758	761	34	2	2	X
cblr-1758	761	35	)	)	PUNCT
cblr-1758	761	36	a	a	DET
cblr-1758	761	37	general	general	ADJ
cblr-1758	761	38	partner	partner	NOUN
cblr-1758	761	39	of	of	ADP
cblr-1758	761	40	a	a	DET
cblr-1758	761	41	partnership	partnership	NOUN
cblr-1758	761	42	;	;	PUNCT
cblr-1758	761	43	(	(	PUNCT
cblr-1758	761	44	3	3	X
cblr-1758	761	45	)	)	PUNCT
cblr-1758	761	46	a	a	DET
cblr-1758	761	47	director	director	NOUN
cblr-1758	761	48	,	,	PUNCT
cblr-1758	761	49	president	president	NOUN
cblr-1758	761	50	,	,	PUNCT
cblr-1758	761	51	chief	chief	ADJ
cblr-1758	761	52	executive	executive	ADJ
cblr-1758	761	53	officer	officer	NOUN
cblr-1758	761	54	,	,	PUNCT
cblr-1758	761	55	chief	chief	ADJ
cblr-1758	761	56	operating	operating	NOUN
cblr-1758	761	57	officer	officer	NOUN
cblr-1758	761	58	,	,	PUNCT
cblr-1758	761	59	chief	chief	ADJ
cblr-1758	761	60	financial	financial	ADJ
cblr-1758	761	61	officer	officer	NOUN
cblr-1758	761	62	or	or	CCONJ
cblr-1758	761	63	a	a	DET
cblr-1758	761	64	person	person	NOUN
cblr-1758	761	65	in	in	ADP
cblr-1758	761	66	charge	charge	NOUN
cblr-1758	761	67	of	of	ADP
cblr-1758	761	68	a	a	DET
cblr-1758	761	69	business	business	NOUN
cblr-1758	761	70	unit	unit	NOUN
cblr-1758	761	71	,	,	PUNCT
cblr-1758	761	72	division	division	NOUN
cblr-1758	761	73	,	,	PUNCT
cblr-1758	761	74	or	or	CCONJ
cblr-1758	761	75	function	function	NOUN
cblr-1758	761	76	subject	subject	ADJ
cblr-1758	761	77	to	to	ADP
cblr-1758	761	78	cftc	cftc	PROPN
cblr-1758	761	79	regulation	regulation	NOUN
cblr-1758	761	80	of	of	ADP
cblr-1758	761	81	a	a	DET
cblr-1758	761	82	corporation	corporation	NOUN
cblr-1758	761	83	,	,	PUNCT
cblr-1758	761	84	limited	limited	ADJ
cblr-1758	761	85	liability	liability	NOUN
cblr-1758	761	86	company	company	NOUN
cblr-1758	761	87	,	,	PUNCT
cblr-1758	761	88	or	or	CCONJ
cblr-1758	761	89	limited	limited	ADJ
cblr-1758	761	90	liability	liability	NOUN
cblr-1758	761	91	partnership	partnership	NOUN
cblr-1758	761	92	;	;	PUNCT
cblr-1758	761	93	(	(	PUNCT
cblr-1758	761	94	4	4	X
cblr-1758	761	95	)	)	PUNCT
cblr-1758	761	96	a	a	DET
cblr-1758	761	97	manager	manager	NOUN
cblr-1758	761	98	,	,	PUNCT
cblr-1758	761	99	managing	manage	VERB
cblr-1758	761	100	member	member	NOUN
cblr-1758	761	101	or	or	CCONJ
cblr-1758	761	102	a	a	DET
cblr-1758	761	103	member	member	NOUN
cblr-1758	761	104	vested	vest	VERB
cblr-1758	761	105	with	with	ADP
cblr-1758	761	106	the	the	DET
cblr-1758	761	107	management	management	NOUN
cblr-1758	761	108	authority	authority	NOUN
cblr-1758	761	109	for	for	ADP
cblr-1758	761	110	a	a	DET
cblr-1758	761	111	limited	limited	ADJ
cblr-1758	761	112	liability	liability	NOUN
cblr-1758	761	113	company	company	NOUN
cblr-1758	761	114	or	or	CCONJ
cblr-1758	761	115	limited	limited	ADJ
cblr-1758	761	116	liability	liability	NOUN
cblr-1758	761	117	partnership	partnership	NOUN
cblr-1758	761	118	;	;	PUNCT
cblr-1758	761	119	or	or	CCONJ
cblr-1758	761	120	(	(	PUNCT
cblr-1758	761	121	5	5	X
cblr-1758	761	122	)	)	PUNCT
cblr-1758	761	123	a	a	DET
cblr-1758	761	124	chief	chief	ADJ
cblr-1758	761	125	compliance	compliance	NOUN
cblr-1758	761	126	officer.199	officer.199	NOUN
cblr-1758	761	127	principals	principal	NOUN
cblr-1758	761	128	are	be	AUX
cblr-1758	761	129	not	not	PART
cblr-1758	761	130	technically	technically	ADV
cblr-1758	761	131	registrants	registrant	NOUN
cblr-1758	761	132	,	,	PUNCT
cblr-1758	761	133	but	but	CCONJ
cblr-1758	761	134	they	they	PRON
cblr-1758	761	135	face	face	VERB
cblr-1758	761	136	some	some	PRON
cblr-1758	761	137	of	of	ADP
cblr-1758	761	138	the	the	DET
cblr-1758	761	139	same	same	ADJ
cblr-1758	761	140	requirements	requirement	NOUN
cblr-1758	761	141	as	as	ADP
cblr-1758	761	142	aps.200	aps.200	VERB
cblr-1758	761	143	the	the	DET
cblr-1758	761	144	regulation	regulation	NOUN
cblr-1758	761	145	of	of	ADP
cblr-1758	761	146	principals	principal	NOUN
cblr-1758	761	147	enables	enable	VERB
cblr-1758	761	148	the	the	DET
cblr-1758	761	149	cftc	cftc	PROPN
cblr-1758	761	150	to	to	PART
cblr-1758	761	151	screen	screen	VERB
cblr-1758	761	152	intermediaries	intermediary	NOUN
cblr-1758	761	153	that	that	PRON
cblr-1758	761	154	are	be	AUX
cblr-1758	761	155	business	business	NOUN
cblr-1758	761	156	entities	entity	NOUN
cblr-1758	761	157	for	for	ADP
cblr-1758	761	158	fitness	fitness	NOUN
cblr-1758	761	159	by	by	ADP
cblr-1758	761	160	scrutinizing	scrutinize	VERB
cblr-1758	761	161	the	the	DET
cblr-1758	761	162	pasts	past	NOUN
cblr-1758	761	163	of	of	ADP
cblr-1758	761	164	the	the	DET
cblr-1758	761	165	people	people	NOUN
cblr-1758	761	166	who	who	PRON
cblr-1758	761	167	control	control	VERB
cblr-1758	761	168	those	those	DET
cblr-1758	761	169	intermediaries	intermediary	NOUN
cblr-1758	761	170	,	,	PUNCT
cblr-1758	761	171	namely	namely	ADV
cblr-1758	761	172	,	,	PUNCT
cblr-1758	761	173	their	their	PRON
cblr-1758	761	174	principals.201	principals.201	VERB
cblr-1758	761	175	the	the	DET
cblr-1758	761	176	regulation	regulation	NOUN
cblr-1758	761	177	of	of	ADP
cblr-1758	761	178	aps	aps	PROPN
cblr-1758	761	179	fulfills	fulfill	VERB
cblr-1758	761	180	an	an	DET
cblr-1758	761	181	important	important	ADJ
cblr-1758	761	182	customerprotection	customerprotection	NOUN
cblr-1758	761	183	function	function	NOUN
cblr-1758	761	184	because	because	SCONJ
cblr-1758	761	185	the	the	DET
cblr-1758	761	186	vast	vast	ADJ
cblr-1758	761	187	majority	majority	NOUN
cblr-1758	761	188	of	of	ADP
cblr-1758	761	189	customers	customer	NOUN
cblr-1758	761	190	who	who	PRON
cblr-1758	761	191	decide	decide	VERB
cblr-1758	761	192	to	to	PART
cblr-1758	761	193	invest	invest	VERB
cblr-1758	761	194	in	in	ADP
cblr-1758	761	195	futures	future	NOUN
cblr-1758	761	196	contracts	contract	NOUN
cblr-1758	761	197	and	and	CCONJ
cblr-1758	761	198	related	relate	VERB
cblr-1758	761	199	derivatives	derivative	NOUN
cblr-1758	761	200	do	do	AUX
cblr-1758	761	201	so	so	ADV
cblr-1758	761	202	based	base	VERB
cblr-1758	761	203	on	on	ADP
cblr-1758	761	204	their	their	PRON
cblr-1758	761	205	interactions	interaction	NOUN
cblr-1758	761	206	with	with	ADP
cblr-1758	761	207	aps	ap	NOUN
cblr-1758	761	208	of	of	ADP
cblr-1758	761	209	fcms	fcms	NOUN
cblr-1758	761	210	and	and	CCONJ
cblr-1758	761	211	other	other	ADJ
cblr-1758	761	212	registrants.202	registrants.202	PROPN
cblr-1758	761	213	overall	overall	ADJ
cblr-1758	761	214	,	,	PUNCT
cblr-1758	761	215	the	the	DET
cblr-1758	761	216	registration	registration	NOUN
cblr-1758	761	217	requirements	requirement	NOUN
cblr-1758	761	218	for	for	ADP
cblr-1758	761	219	aps	ap	NOUN
cblr-1758	761	220	were	be	AUX
cblr-1758	761	221	the	the	DET
cblr-1758	761	222	result	result	NOUN
cblr-1758	761	223	of	of	ADP
cblr-1758	761	224	a	a	DET
cblr-1758	761	225	congressional	congressional	ADJ
cblr-1758	761	226	198	198	NUM
cblr-1758	761	227	17	17	NUM
cblr-1758	761	228	c.f.r	c.f.r	NOUN
cblr-1758	761	229	.	.	PUNCT
cblr-1758	762	1	§	§	PROPN
cblr-1758	762	2	3.1(a	3.1(a	NUM
cblr-1758	762	3	)	)	PUNCT
cblr-1758	762	4	(	(	PUNCT
cblr-1758	762	5	2014	2014	NUM
cblr-1758	762	6	)	)	PUNCT
cblr-1758	762	7	.	.	PUNCT
cblr-1758	763	1	see	see	VERB
cblr-1758	763	2	principal	principal	NOUN
cblr-1758	763	3	,	,	PUNCT
cblr-1758	763	4	nat’l	nat’l	NOUN
cblr-1758	763	5	futures	future	NOUN
cblr-1758	763	6	ass’n	ass’n	VERB
cblr-1758	763	7	,	,	PUNCT
cblr-1758	763	8	supra	supra	PROPN
cblr-1758	763	9	note	note	NOUN
cblr-1758	763	10	194	194	NUM
cblr-1758	763	11	.	.	PUNCT
cblr-1758	764	1	199	199	NUM
cblr-1758	764	2	17	17	NUM
cblr-1758	764	3	c.f.r	c.f.r	NOUN
cblr-1758	764	4	.	.	PUNCT
cblr-1758	765	1	§	§	PROPN
cblr-1758	765	2	3.1(a	3.1(a	NUM
cblr-1758	765	3	)	)	PUNCT
cblr-1758	765	4	;	;	PUNCT
cblr-1758	765	5	principal	principal	NOUN
cblr-1758	765	6	,	,	PUNCT
cblr-1758	765	7	nat’l	nat’l	NOUN
cblr-1758	765	8	futures	future	NOUN
cblr-1758	765	9	ass’n	ass’n	VERB
cblr-1758	765	10	,	,	PUNCT
cblr-1758	765	11	supra	supra	PROPN
cblr-1758	765	12	note	note	NOUN
cblr-1758	765	13	194	194	NUM
cblr-1758	765	14	.	.	PUNCT
cblr-1758	766	1	200	200	NUM
cblr-1758	766	2	see	see	VERB
cblr-1758	766	3	principal	principal	NOUN
cblr-1758	766	4	,	,	PUNCT
cblr-1758	766	5	nat’l	nat’l	NOUN
cblr-1758	766	6	futures	future	NOUN
cblr-1758	766	7	ass’n	ass’n	VERB
cblr-1758	766	8	,	,	PUNCT
cblr-1758	766	9	supra	supra	PROPN
cblr-1758	766	10	note	note	NOUN
cblr-1758	766	11	194	194	NUM
cblr-1758	766	12	(	(	PUNCT
cblr-1758	766	13	stating	state	VERB
cblr-1758	766	14	that	that	SCONJ
cblr-1758	766	15	“	"	PUNCT
cblr-1758	766	16	[	[	X
cblr-1758	766	17	p]rincipal	p]rincipal	NOUN
cblr-1758	766	18	is	be	AUX
cblr-1758	766	19	technically	technically	ADV
cblr-1758	766	20	not	not	PART
cblr-1758	766	21	a	a	DET
cblr-1758	766	22	registration	registration	NOUN
cblr-1758	766	23	class	class	NOUN
cblr-1758	766	24	and	and	CCONJ
cblr-1758	766	25	principals	principal	NOUN
cblr-1758	766	26	do	do	AUX
cblr-1758	766	27	not	not	PART
cblr-1758	766	28	apply	apply	VERB
cblr-1758	766	29	for	for	ADP
cblr-1758	766	30	registration	registration	NOUN
cblr-1758	766	31	,	,	PUNCT
cblr-1758	766	32	”	"	PUNCT
cblr-1758	766	33	but	but	CCONJ
cblr-1758	766	34	noting	note	VERB
cblr-1758	766	35	that	that	SCONJ
cblr-1758	766	36	registrants	registrant	NOUN
cblr-1758	766	37	must	must	AUX
cblr-1758	766	38	submit	submit	VERB
cblr-1758	766	39	fingerprints	fingerprint	NOUN
cblr-1758	766	40	,	,	PUNCT
cblr-1758	766	41	a	a	DET
cblr-1758	766	42	completed	complete	VERB
cblr-1758	766	43	form	form	NOUN
cblr-1758	766	44	8	8	NUM
cblr-1758	766	45	-	-	PUNCT
cblr-1758	766	46	r	r	NOUN
cblr-1758	766	47	,	,	PUNCT
cblr-1758	766	48	and	and	CCONJ
cblr-1758	766	49	a	a	DET
cblr-1758	766	50	nonrefundable	nonrefundable	ADJ
cblr-1758	766	51	$	$	SYM
cblr-1758	766	52	85	85	NUM
cblr-1758	766	53	application	application	NOUN
cblr-1758	766	54	fee	fee	NOUN
cblr-1758	766	55	for	for	ADP
cblr-1758	766	56	each	each	DET
cblr-1758	766	57	principal	principal	NOUN
cblr-1758	766	58	)	)	PUNCT
cblr-1758	766	59	.	.	PUNCT
cblr-1758	767	1	201	201	NUM
cblr-1758	767	2	see	see	VERB
cblr-1758	767	3	cea	cea	PROPN
cblr-1758	767	4	§	§	PROPN
cblr-1758	767	5	8a(2)(h	8a(2)(h	PROPN
cblr-1758	767	6	)	)	PUNCT
cblr-1758	767	7	,	,	PUNCT
cblr-1758	767	8	7	7	NUM
cblr-1758	767	9	u.s.c	u.s.c	NOUN
cblr-1758	767	10	.	.	PUNCT
cblr-1758	768	1	§	§	PROPN
cblr-1758	768	2	12a(2)(h	12a(2)(h	NUM
cblr-1758	768	3	)	)	PUNCT
cblr-1758	768	4	(	(	PUNCT
cblr-1758	768	5	2012	2012	NUM
cblr-1758	768	6	)	)	PUNCT
cblr-1758	768	7	.	.	PUNCT
cblr-1758	769	1	202	202	NUM
cblr-1758	769	2	1	1	NUM
cblr-1758	769	3	johnson	johnson	PROPN
cblr-1758	769	4	&	&	CCONJ
cblr-1758	769	5	hazen	hazen	PROPN
cblr-1758	769	6	,	,	PUNCT
cblr-1758	769	7	supra	supra	PROPN
cblr-1758	769	8	note	note	NOUN
cblr-1758	769	9	47	47	NUM
cblr-1758	769	10	,	,	PUNCT
cblr-1758	769	11	§	§	PROPN
cblr-1758	769	12	1.08[1	1.08[1	NUM
cblr-1758	769	13	]	]	X
cblr-1758	769	14	,	,	PUNCT
cblr-1758	769	15	at	at	ADP
cblr-1758	769	16	216	216	NUM
cblr-1758	769	17	(	(	PUNCT
cblr-1758	769	18	“	"	PUNCT
cblr-1758	769	19	sales	sale	NOUN
cblr-1758	769	20	are	be	AUX
cblr-1758	769	21	made	make	VERB
cblr-1758	769	22	by	by	ADP
cblr-1758	769	23	sales	sale	NOUN
cblr-1758	769	24	personnel	personnel	NOUN
cblr-1758	769	25	rather	rather	ADV
cblr-1758	769	26	than	than	ADP
cblr-1758	769	27	by	by	ADP
cblr-1758	769	28	a	a	DET
cblr-1758	769	29	firm	firm	NOUN
cblr-1758	769	30	’s	’s	PART
cblr-1758	769	31	management	management	NOUN
cblr-1758	769	32	;	;	PUNCT
cblr-1758	769	33	and	and	CCONJ
cblr-1758	769	34	a	a	DET
cblr-1758	769	35	commodity	commodity	NOUN
cblr-1758	769	36	customer	customer	NOUN
cblr-1758	769	37	’s	’s	PART
cblr-1758	769	38	only	only	ADV
cblr-1758	769	39	direct	direct	ADJ
cblr-1758	769	40	contact	contact	NOUN
cblr-1758	769	41	with	with	ADP
cblr-1758	769	42	a	a	DET
cblr-1758	769	43	futures	future	NOUN
cblr-1758	769	44	commission	commission	NOUN
cblr-1758	769	45	merchant	merchant	NOUN
cblr-1758	769	46	often	often	ADV
cblr-1758	769	47	is	be	AUX
cblr-1758	769	48	through	through	ADP
cblr-1758	769	49	his	his	PRON
cblr-1758	769	50	dealings	dealing	NOUN
cblr-1758	769	51	with	with	ADP
cblr-1758	769	52	a	a	DET
cblr-1758	769	53	salesperson	salesperson	NOUN
cblr-1758	769	54	employed	employ	VERB
cblr-1758	769	55	by	by	ADP
cblr-1758	769	56	the	the	DET
cblr-1758	769	57	company	company	NOUN
cblr-1758	769	58	.	.	PUNCT
cblr-1758	769	59	”	"	PUNCT
cblr-1758	769	60	)	)	PUNCT
cblr-1758	769	61	.	.	PUNCT
cblr-1758	770	1	scopino	scopino	PROPN
cblr-1758	770	2	–	–	PUNCT
cblr-1758	770	3	final	final	ADJ
cblr-1758	770	4	no	no	NOUN
cblr-1758	770	5	.	.	PUNCT
cblr-1758	771	1	2:439	2:439	NUM
cblr-1758	771	2	]	]	X
cblr-1758	771	3	the	the	DET
cblr-1758	771	4	second	second	ADJ
cblr-1758	771	5	machine	machine	NOUN
cblr-1758	771	6	age	age	NOUN
cblr-1758	771	7	487	487	NUM
cblr-1758	771	8	desire	desire	NOUN
cblr-1758	771	9	for	for	SCONJ
cblr-1758	771	10	the	the	DET
cblr-1758	771	11	cftc	cftc	PROPN
cblr-1758	771	12	to	to	PART
cblr-1758	771	13	screen	screen	VERB
cblr-1758	771	14	unfit	unfit	ADJ
cblr-1758	771	15	individuals	individual	NOUN
cblr-1758	771	16	from	from	ADP
cblr-1758	771	17	interacting	interact	VERB
cblr-1758	771	18	with	with	ADP
cblr-1758	771	19	customers.203	customers.203	PROPN
cblr-1758	771	20	e.	e.	PROPN
cblr-1758	771	21	introducing	introduce	VERB
cblr-1758	771	22	brokers––small	brokers––small	PROPN
cblr-1758	771	23	,	,	PUNCT
cblr-1758	771	24	independent	independent	ADJ
cblr-1758	771	25	salespeople	salesperson	NOUN
cblr-1758	771	26	for	for	ADP
cblr-1758	771	27	other	other	ADJ
cblr-1758	771	28	intermediaries	intermediary	NOUN
cblr-1758	771	29	an	an	DET
cblr-1758	771	30	introducing	introduce	VERB
cblr-1758	771	31	broker	broker	NOUN
cblr-1758	771	32	(	(	PUNCT
cblr-1758	771	33	or	or	CCONJ
cblr-1758	771	34	“	"	PUNCT
cblr-1758	771	35	ib	ib	NOUN
cblr-1758	771	36	”	"	PUNCT
cblr-1758	771	37	)	)	PUNCT
cblr-1758	771	38	is	be	AUX
cblr-1758	771	39	a	a	DET
cblr-1758	771	40	person	person	NOUN
cblr-1758	771	41	that	that	PRON
cblr-1758	771	42	is	be	AUX
cblr-1758	771	43	compensated	compensate	VERB
cblr-1758	771	44	for	for	ADP
cblr-1758	771	45	soliciting	solicit	VERB
cblr-1758	771	46	or	or	CCONJ
cblr-1758	771	47	accepting	accept	VERB
cblr-1758	771	48	orders	order	NOUN
cblr-1758	771	49	for	for	ADP
cblr-1758	771	50	the	the	DET
cblr-1758	771	51	purchase	purchase	NOUN
cblr-1758	771	52	or	or	CCONJ
cblr-1758	771	53	sale	sale	NOUN
cblr-1758	771	54	of	of	ADP
cblr-1758	771	55	,	,	PUNCT
cblr-1758	771	56	inter	inter	PROPN
cblr-1758	771	57	alia	alia	NOUN
cblr-1758	771	58	,	,	PUNCT
cblr-1758	771	59	futures	future	NOUN
cblr-1758	771	60	and	and	CCONJ
cblr-1758	771	61	swaps	swap	NOUN
cblr-1758	771	62	,	,	PUNCT
cblr-1758	771	63	but	but	CCONJ
cblr-1758	771	64	who	who	PRON
cblr-1758	771	65	does	do	AUX
cblr-1758	771	66	not	not	PART
cblr-1758	771	67	accept	accept	VERB
cblr-1758	771	68	funds	fund	NOUN
cblr-1758	771	69	from	from	ADP
cblr-1758	771	70	customers	customer	NOUN
cblr-1758	771	71	to	to	PART
cblr-1758	771	72	secure	secure	VERB
cblr-1758	771	73	the	the	DET
cblr-1758	771	74	trades	trade	NOUN
cblr-1758	771	75	ordered.204	ordered.204	NOUN
cblr-1758	771	76	introducing	introduce	VERB
cblr-1758	771	77	brokers	broker	NOUN
cblr-1758	771	78	can	can	AUX
cblr-1758	771	79	be	be	AUX
cblr-1758	771	80	conceptualized	conceptualize	VERB
cblr-1758	771	81	as	as	SCONJ
cblr-1758	771	82	aps	ap	NOUN
cblr-1758	771	83	of	of	ADP
cblr-1758	771	84	fcms––that	fcms––that	PROPN
cblr-1758	771	85	is	be	AUX
cblr-1758	771	86	,	,	PUNCT
cblr-1758	771	87	salespeople	salesperson	NOUN
cblr-1758	771	88	of	of	ADP
cblr-1758	771	89	fcms––who	fcms––who	PROPN
cblr-1758	771	90	are	be	AUX
cblr-1758	771	91	independent	independent	ADJ
cblr-1758	771	92	contractors	contractor	NOUN
cblr-1758	771	93	and	and	CCONJ
cblr-1758	771	94	not	not	PART
cblr-1758	771	95	actual	actual	ADJ
cblr-1758	771	96	employees	employee	NOUN
cblr-1758	771	97	or	or	CCONJ
cblr-1758	771	98	agents	agent	NOUN
cblr-1758	771	99	of	of	ADP
cblr-1758	771	100	fcms.205	fcms.205	NUM
cblr-1758	771	101	congress	congress	PROPN
cblr-1758	771	102	created	create	VERB
cblr-1758	771	103	the	the	DET
cblr-1758	771	104	introducing	introduce	VERB
cblr-1758	771	105	broker	broker	NOUN
cblr-1758	771	106	category	category	NOUN
cblr-1758	771	107	in	in	ADP
cblr-1758	771	108	1982	1982	NUM
cblr-1758	771	109	“	"	PUNCT
cblr-1758	771	110	to	to	PART
cblr-1758	771	111	‘	'	PUNCT
cblr-1758	771	112	protect	protect	VERB
cblr-1758	771	113	the	the	DET
cblr-1758	771	114	public	public	NOUN
cblr-1758	771	115	’	'	PUNCT
cblr-1758	771	116	from	from	ADP
cblr-1758	771	117	the	the	DET
cblr-1758	771	118	‘	'	PUNCT
cblr-1758	771	119	sales	sale	NOUN
cblr-1758	771	120	abuses	abuse	NOUN
cblr-1758	771	121	’	'	PUNCT
cblr-1758	771	122	of	of	ADP
cblr-1758	771	123	[	[	X
cblr-1758	771	124	independent	independent	ADJ
cblr-1758	771	125	]	]	X
cblr-1758	771	126	agents	agent	NOUN
cblr-1758	771	127	for	for	ADP
cblr-1758	771	128	which	which	DET
cblr-1758	771	129	fcms	fcms	NOUN
cblr-1758	771	130	‘	'	PUNCT
cblr-1758	771	131	frequently	frequently	ADV
cblr-1758	771	132	disavowed	disavow	VERB
cblr-1758	771	133	203	203	NUM
cblr-1758	771	134	see	see	NOUN
cblr-1758	771	135	registration	registration	NOUN
cblr-1758	771	136	of	of	ADP
cblr-1758	771	137	associated	associated	ADJ
cblr-1758	771	138	persons	person	NOUN
cblr-1758	771	139	,	,	PUNCT
cblr-1758	771	140	commodity	commodity	NOUN
cblr-1758	771	141	trading	trading	NOUN
cblr-1758	771	142	advisors	advisor	NOUN
cblr-1758	771	143	,	,	PUNCT
cblr-1758	771	144	and	and	CCONJ
cblr-1758	771	145	commodity	commodity	NOUN
cblr-1758	771	146	pool	pool	NOUN
cblr-1758	771	147	operators	operator	NOUN
cblr-1758	771	148	,	,	PUNCT
cblr-1758	771	149	40	40	NUM
cblr-1758	771	150	fed	feed	VERB
cblr-1758	771	151	.	.	PUNCT
cblr-1758	772	1	reg	reg	PROPN
cblr-1758	772	2	.	.	PUNCT
cblr-1758	773	1	20,614	20,614	NUM
cblr-1758	773	2	,	,	PUNCT
cblr-1758	773	3	20,614	20,614	NUM
cblr-1758	773	4	(	(	PUNCT
cblr-1758	773	5	cftc	cftc	PROPN
cblr-1758	773	6	may	may	AUX
cblr-1758	773	7	12	12	NUM
cblr-1758	773	8	,	,	PUNCT
cblr-1758	773	9	1975	1975	NUM
cblr-1758	773	10	)	)	PUNCT
cblr-1758	773	11	(	(	PUNCT
cblr-1758	773	12	to	to	PART
cblr-1758	773	13	be	be	AUX
cblr-1758	773	14	codified	codify	VERB
cblr-1758	773	15	at	at	ADP
cblr-1758	773	16	17	17	NUM
cblr-1758	773	17	c.f.r	c.f.r	NOUN
cblr-1758	773	18	.	.	PUNCT
cblr-1758	774	1	pt	pt	PROPN
cblr-1758	774	2	.	.	PROPN
cblr-1758	774	3	1	1	NUM
cblr-1758	774	4	)	)	PUNCT
cblr-1758	774	5	.	.	PUNCT
cblr-1758	775	1	see	see	VERB
cblr-1758	775	2	also	also	ADV
cblr-1758	775	3	revision	revision	NOUN
cblr-1758	775	4	of	of	ADP
cblr-1758	775	5	registration	registration	NOUN
cblr-1758	775	6	regulations	regulation	NOUN
cblr-1758	775	7	,	,	PUNCT
cblr-1758	775	8	supra	supra	PROPN
cblr-1758	775	9	note	note	NOUN
cblr-1758	775	10	110	110	NUM
cblr-1758	775	11	,	,	PUNCT
cblr-1758	775	12	at	at	ADP
cblr-1758	775	13	80,490	80,490	NUM
cblr-1758	775	14	.	.	PUNCT
cblr-1758	776	1	204	204	NUM
cblr-1758	776	2	cea	cea	PROPN
cblr-1758	776	3	§	§	PROPN
cblr-1758	776	4	1a(31)(a	1a(31)(a	NUM
cblr-1758	776	5	)	)	PUNCT
cblr-1758	776	6	,	,	PUNCT
cblr-1758	776	7	7	7	NUM
cblr-1758	776	8	u.s.c	u.s.c	ADJ
cblr-1758	776	9	.	.	PUNCT
cblr-1758	777	1	§	§	PROPN
cblr-1758	777	2	1a(31)(a	1a(31)(a	NUM
cblr-1758	777	3	)	)	PUNCT
cblr-1758	777	4	(	(	PUNCT
cblr-1758	777	5	2012	2012	NUM
cblr-1758	777	6	)	)	PUNCT
cblr-1758	778	1	;	;	PUNCT
cblr-1758	778	2	cftc	cftc	PROPN
cblr-1758	778	3	regulation	regulation	NOUN
cblr-1758	778	4	§	§	PROPN
cblr-1758	778	5	1.3(mm	1.3(mm	NUM
cblr-1758	778	6	)	)	PUNCT
cblr-1758	778	7	,	,	PUNCT
cblr-1758	778	8	17	17	NUM
cblr-1758	778	9	c.f.r	c.f.r	NOUN
cblr-1758	778	10	.	.	PUNCT
cblr-1758	779	1	§	§	PROPN
cblr-1758	779	2	1.3(mm	1.3(mm	NUM
cblr-1758	779	3	)	)	PUNCT
cblr-1758	779	4	(	(	PUNCT
cblr-1758	779	5	2014	2014	NUM
cblr-1758	779	6	)	)	PUNCT
cblr-1758	779	7	.	.	PUNCT
cblr-1758	780	1	see	see	VERB
cblr-1758	780	2	also	also	ADV
cblr-1758	780	3	1	1	NUM
cblr-1758	780	4	johnson	johnson	PROPN
cblr-1758	780	5	&	&	CCONJ
cblr-1758	780	6	hazen	hazen	PROPN
cblr-1758	780	7	,	,	PUNCT
cblr-1758	780	8	supra	supra	PROPN
cblr-1758	780	9	note	note	NOUN
cblr-1758	780	10	47	47	NUM
cblr-1758	780	11	,	,	PUNCT
cblr-1758	780	12	§	§	PROPN
cblr-1758	780	13	1.08	1.08	NUM
cblr-1758	780	14	,	,	PUNCT
cblr-1758	780	15	at	at	ADP
cblr-1758	780	16	216	216	NUM
cblr-1758	780	17	.	.	PUNCT
cblr-1758	780	18	205	205	NUM
cblr-1758	781	1	“	"	PUNCT
cblr-1758	781	2	although	although	SCONJ
cblr-1758	781	3	introducing	introduce	VERB
cblr-1758	781	4	brokers	broker	NOUN
cblr-1758	781	5	perform	perform	VERB
cblr-1758	781	6	functions	function	NOUN
cblr-1758	781	7	parallel	parallel	ADJ
cblr-1758	781	8	to	to	ADP
cblr-1758	781	9	aps	ap	NOUN
cblr-1758	781	10	of	of	ADP
cblr-1758	781	11	fcms	fcms	NOUN
cblr-1758	781	12	,	,	PUNCT
cblr-1758	781	13	they	they	PRON
cblr-1758	781	14	are	be	AUX
cblr-1758	781	15	generally	generally	ADV
cblr-1758	781	16	unaffiliated	unaffiliated	ADJ
cblr-1758	781	17	entities	entity	NOUN
cblr-1758	781	18	.	.	PUNCT
cblr-1758	781	19	”	"	PUNCT
cblr-1758	782	1	2	2	NUM
cblr-1758	782	2	johnson	johnson	PROPN
cblr-1758	782	3	&	&	CCONJ
cblr-1758	782	4	hazen	hazen	PROPN
cblr-1758	782	5	,	,	PUNCT
cblr-1758	782	6	supra	supra	PROPN
cblr-1758	782	7	note	note	NOUN
cblr-1758	782	8	47	47	NUM
cblr-1758	782	9	,	,	PUNCT
cblr-1758	782	10	§	§	PROPN
cblr-1758	782	11	3.02[16][b	3.02[16][b	PROPN
cblr-1758	782	12	]	]	PUNCT
cblr-1758	782	13	,	,	PUNCT
cblr-1758	782	14	at	at	ADP
cblr-1758	782	15	656	656	NUM
cblr-1758	782	16	.	.	PUNCT
cblr-1758	783	1	see	see	VERB
cblr-1758	783	2	1	1	NUM
cblr-1758	783	3	johnson	johnson	PROPN
cblr-1758	783	4	&	&	CCONJ
cblr-1758	783	5	hazen	hazen	PROPN
cblr-1758	783	6	,	,	PUNCT
cblr-1758	783	7	supra	supra	PROPN
cblr-1758	783	8	note	note	NOUN
cblr-1758	783	9	47	47	NUM
cblr-1758	783	10	,	,	PUNCT
cblr-1758	783	11	§	§	PROPN
cblr-1758	783	12	1.08	1.08	NUM
cblr-1758	783	13	,	,	PUNCT
cblr-1758	783	14	at	at	ADP
cblr-1758	783	15	217	217	NUM
cblr-1758	783	16	(	(	PUNCT
cblr-1758	783	17	“	"	PUNCT
cblr-1758	783	18	in	in	ADP
cblr-1758	783	19	1983	1983	NUM
cblr-1758	783	20	,	,	PUNCT
cblr-1758	783	21	congress	congress	PROPN
cblr-1758	783	22	added	add	VERB
cblr-1758	783	23	a	a	DET
cblr-1758	783	24	new	new	ADJ
cblr-1758	783	25	category	category	NOUN
cblr-1758	783	26	of	of	ADP
cblr-1758	783	27	sales	sale	NOUN
cblr-1758	783	28	personnel	personnel	NOUN
cblr-1758	783	29	not	not	PART
cblr-1758	783	30	generally	generally	ADV
cblr-1758	783	31	under	under	ADP
cblr-1758	783	32	the	the	DET
cblr-1758	783	33	direct	direct	ADJ
cblr-1758	783	34	employ	employ	NOUN
cblr-1758	783	35	of	of	ADP
cblr-1758	783	36	a	a	DET
cblr-1758	783	37	fcm––the	fcm––the	PRON
cblr-1758	783	38	introducing	introduce	VERB
cblr-1758	783	39	broker	broker	NOUN
cblr-1758	783	40	(	(	PUNCT
cblr-1758	783	41	ib	ib	NOUN
cblr-1758	783	42	)	)	PUNCT
cblr-1758	783	43	.	.	PUNCT
cblr-1758	783	44	”	"	PUNCT
cblr-1758	783	45	)	)	PUNCT
cblr-1758	783	46	.	.	PUNCT
cblr-1758	784	1	the	the	DET
cblr-1758	784	2	introducing	introduce	VERB
cblr-1758	784	3	broker	broker	NOUN
cblr-1758	784	4	category	category	NOUN
cblr-1758	784	5	does	do	AUX
cblr-1758	784	6	not	not	PART
cblr-1758	784	7	include	include	VERB
cblr-1758	784	8	all	all	DET
cblr-1758	784	9	persons	person	NOUN
cblr-1758	784	10	who	who	PRON
cblr-1758	784	11	have	have	VERB
cblr-1758	784	12	business	business	NOUN
cblr-1758	784	13	relationships	relationship	NOUN
cblr-1758	784	14	with	with	ADP
cblr-1758	784	15	fcms	fcms	NOUN
cblr-1758	784	16	.	.	PUNCT
cblr-1758	785	1	for	for	ADP
cblr-1758	785	2	example	example	NOUN
cblr-1758	785	3	,	,	PUNCT
cblr-1758	785	4	“	"	PUNCT
cblr-1758	785	5	[	[	X
cblr-1758	785	6	e]ntities	e]ntitie	NOUN
cblr-1758	785	7	that	that	PRON
cblr-1758	785	8	have	have	VERB
cblr-1758	785	9	relationships	relationship	NOUN
cblr-1758	785	10	with	with	ADP
cblr-1758	785	11	fcms	fcms	NOUN
cblr-1758	785	12	but	but	CCONJ
cblr-1758	785	13	do	do	AUX
cblr-1758	785	14	not	not	PART
cblr-1758	785	15	receive	receive	VERB
cblr-1758	785	16	compensation	compensation	NOUN
cblr-1758	785	17	based	base	VERB
cblr-1758	785	18	on	on	ADP
cblr-1758	785	19	customer	customer	NOUN
cblr-1758	785	20	transactions	transaction	NOUN
cblr-1758	785	21	may	may	AUX
cblr-1758	785	22	not	not	PART
cblr-1758	785	23	have	have	VERB
cblr-1758	785	24	to	to	PART
cblr-1758	785	25	be	be	AUX
cblr-1758	785	26	registered	register	VERB
cblr-1758	785	27	[	[	PUNCT
cblr-1758	785	28	as	as	ADP
cblr-1758	785	29	introducing	introduce	VERB
cblr-1758	785	30	brokers	broker	NOUN
cblr-1758	785	31	]	]	PUNCT
cblr-1758	785	32	.	.	PUNCT
cblr-1758	785	33	”	"	PUNCT
cblr-1758	786	1	2	2	NUM
cblr-1758	786	2	johnson	johnson	PROPN
cblr-1758	786	3	&	&	CCONJ
cblr-1758	786	4	hazen	hazen	PROPN
cblr-1758	786	5	,	,	PUNCT
cblr-1758	786	6	supra	supra	PROPN
cblr-1758	786	7	note	note	NOUN
cblr-1758	786	8	47	47	NUM
cblr-1758	786	9	,	,	PUNCT
cblr-1758	786	10	§	§	PROPN
cblr-1758	786	11	3.02[16][b	3.02[16][b	PROPN
cblr-1758	786	12	]	]	PUNCT
cblr-1758	786	13	,	,	PUNCT
cblr-1758	786	14	at	at	ADP
cblr-1758	786	15	656	656	NUM
cblr-1758	786	16	.	.	PUNCT
cblr-1758	787	1	see	see	VERB
cblr-1758	787	2	also	also	ADV
cblr-1758	787	3	i	i	PRON
cblr-1758	787	4	d.	d.	PROPN
cblr-1758	787	5	at	at	ADP
cblr-1758	787	6	§	§	PROPN
cblr-1758	787	7	3.02[16][b	3.02[16][b	PROPN
cblr-1758	787	8	]	]	PUNCT
cblr-1758	787	9	,	,	PUNCT
cblr-1758	787	10	n.194	n.194	PROPN
cblr-1758	787	11	,	,	PUNCT
cblr-1758	787	12	at	at	ADP
cblr-1758	787	13	656	656	NUM
cblr-1758	787	14	.	.	PUNCT
cblr-1758	788	1	additionally	additionally	ADV
cblr-1758	788	2	,	,	PUNCT
cblr-1758	788	3	“	"	PUNCT
cblr-1758	788	4	[	[	X
cblr-1758	788	5	n]ewsletters	n]ewsletter	NOUN
cblr-1758	788	6	and	and	CCONJ
cblr-1758	788	7	suppliers	supplier	NOUN
cblr-1758	788	8	of	of	ADP
cblr-1758	788	9	data	datum	NOUN
cblr-1758	788	10	services	service	NOUN
cblr-1758	788	11	that	that	PRON
cblr-1758	788	12	are	be	AUX
cblr-1758	788	13	linked	link	VERB
cblr-1758	788	14	to	to	ADP
cblr-1758	788	15	fcms	fcms	NOUN
cblr-1758	788	16	do	do	AUX
cblr-1758	788	17	not	not	PART
cblr-1758	788	18	necessarily	necessarily	ADV
cblr-1758	788	19	have	have	VERB
cblr-1758	788	20	to	to	PART
cblr-1758	788	21	register	register	VERB
cblr-1758	788	22	as	as	ADP
cblr-1758	788	23	introducing	introduce	VERB
cblr-1758	788	24	brokers	broker	NOUN
cblr-1758	788	25	.	.	PUNCT
cblr-1758	788	26	”	"	PUNCT
cblr-1758	789	1	i	i	PRON
cblr-1758	789	2	d.	d.	VERB
cblr-1758	789	3	at	at	ADP
cblr-1758	789	4	§	§	PROPN
cblr-1758	789	5	3.02[16][b	3.02[16][b	PROPN
cblr-1758	789	6	]	]	PUNCT
cblr-1758	789	7	,	,	PUNCT
cblr-1758	789	8	at	at	ADP
cblr-1758	789	9	656–67	656–67	NUM
cblr-1758	789	10	.	.	PUNCT
cblr-1758	790	1	the	the	DET
cblr-1758	790	2	cftc	cftc	PROPN
cblr-1758	790	3	regulations	regulation	NOUN
cblr-1758	790	4	also	also	ADV
cblr-1758	790	5	allow	allow	VERB
cblr-1758	790	6	for	for	SCONJ
cblr-1758	790	7	an	an	DET
cblr-1758	790	8	ib	ib	NOUN
cblr-1758	790	9	to	to	PART
cblr-1758	790	10	be	be	AUX
cblr-1758	790	11	guaranteed	guarantee	VERB
cblr-1758	790	12	by	by	ADP
cblr-1758	790	13	a	a	DET
cblr-1758	790	14	specific	specific	ADJ
cblr-1758	790	15	fcm	fcm	X
cblr-1758	790	16	,	,	PUNCT
cblr-1758	790	17	and	and	CCONJ
cblr-1758	790	18	in	in	ADP
cblr-1758	790	19	such	such	ADJ
cblr-1758	790	20	circumstances	circumstance	NOUN
cblr-1758	790	21	the	the	DET
cblr-1758	790	22	guaranteed	guarantee	VERB
cblr-1758	790	23	ib	ib	NOUN
cblr-1758	790	24	can	can	AUX
cblr-1758	790	25	only	only	ADV
cblr-1758	790	26	conduct	conduct	VERB
cblr-1758	790	27	business	business	NOUN
cblr-1758	790	28	in	in	ADP
cblr-1758	790	29	conjunction	conjunction	NOUN
cblr-1758	790	30	with	with	ADP
cblr-1758	790	31	that	that	PRON
cblr-1758	790	32	fcm	fcm	X
cblr-1758	790	33	and	and	CCONJ
cblr-1758	790	34	is	be	AUX
cblr-1758	790	35	an	an	DET
cblr-1758	790	36	agent	agent	NOUN
cblr-1758	790	37	of	of	ADP
cblr-1758	790	38	the	the	DET
cblr-1758	790	39	fcm	fcm	PROPN
cblr-1758	790	40	.	.	PUNCT
cblr-1758	791	1	see	see	VERB
cblr-1758	791	2	17	17	NUM
cblr-1758	791	3	c.f.r	c.f.r	NOUN
cblr-1758	791	4	.	.	PUNCT
cblr-1758	792	1	§	§	PROPN
cblr-1758	792	2	3.44	3.44	NUM
cblr-1758	792	3	(	(	PUNCT
cblr-1758	792	4	2014	2014	NUM
cblr-1758	792	5	)	)	PUNCT
cblr-1758	792	6	.	.	PUNCT
cblr-1758	793	1	scopino	scopino	PROPN
cblr-1758	793	2	–	–	PUNCT
cblr-1758	793	3	final	final	ADJ
cblr-1758	793	4	488	488	NUM
cblr-1758	793	5	columbia	columbia	PROPN
cblr-1758	793	6	business	business	NOUN
cblr-1758	793	7	law	law	PROPN
cblr-1758	793	8	review	review	NOUN
cblr-1758	794	1	[	[	X
cblr-1758	794	2	vol	vol	NOUN
cblr-1758	794	3	.	.	NOUN
cblr-1758	794	4	2015	2015	NUM
cblr-1758	795	1	any	any	DET
cblr-1758	795	2	responsibility	responsibility	NOUN
cblr-1758	795	3	.	.	PUNCT
cblr-1758	796	1	’”206	’”206	PROPN
cblr-1758	796	2	as	as	ADP
cblr-1758	796	3	of	of	ADP
cblr-1758	796	4	2013	2013	NUM
cblr-1758	796	5	,	,	PUNCT
cblr-1758	796	6	there	there	PRON
cblr-1758	796	7	were	be	VERB
cblr-1758	796	8	1,328	1,328	NUM
cblr-1758	796	9	registered	register	VERB
cblr-1758	796	10	introducing	introduce	VERB
cblr-1758	796	11	brokers.207	brokers.207	NOUN
cblr-1758	796	12	although	although	SCONJ
cblr-1758	796	13	introducing	introduce	VERB
cblr-1758	796	14	brokers	broker	NOUN
cblr-1758	796	15	are	be	AUX
cblr-1758	796	16	commonly	commonly	ADV
cblr-1758	796	17	thought	think	VERB
cblr-1758	796	18	of	of	ADP
cblr-1758	796	19	as	as	ADP
cblr-1758	796	20	independent	independent	ADJ
cblr-1758	796	21	persons	person	NOUN
cblr-1758	796	22	that	that	PRON
cblr-1758	796	23	serve	serve	VERB
cblr-1758	796	24	as	as	ADP
cblr-1758	796	25	intermediaries	intermediary	NOUN
cblr-1758	796	26	between	between	ADP
cblr-1758	796	27	futures	future	NOUN
cblr-1758	796	28	customers	customer	NOUN
cblr-1758	796	29	and	and	CCONJ
cblr-1758	796	30	fcms,208	fcms,208	VERB
cblr-1758	796	31	the	the	DET
cblr-1758	796	32	statutory	statutory	ADJ
cblr-1758	796	33	and	and	CCONJ
cblr-1758	796	34	regulatory	regulatory	ADJ
cblr-1758	796	35	definitions	definition	NOUN
cblr-1758	796	36	do	do	AUX
cblr-1758	796	37	not	not	PART
cblr-1758	796	38	restrict	restrict	VERB
cblr-1758	796	39	introducing	introduce	VERB
cblr-1758	796	40	brokers	broker	NOUN
cblr-1758	796	41	to	to	ADP
cblr-1758	796	42	persons	person	NOUN
cblr-1758	796	43	only	only	ADV
cblr-1758	796	44	involved	involve	VERB
cblr-1758	796	45	in	in	ADP
cblr-1758	796	46	soliciting	solicit	VERB
cblr-1758	796	47	and	and	CCONJ
cblr-1758	796	48	accepting	accept	VERB
cblr-1758	796	49	customer	customer	NOUN
cblr-1758	796	50	orders	order	NOUN
cblr-1758	796	51	for	for	ADP
cblr-1758	796	52	trades	trade	NOUN
cblr-1758	796	53	in	in	ADP
cblr-1758	796	54	futures	future	NOUN
cblr-1758	796	55	(	(	PUNCT
cblr-1758	796	56	as	as	SCONJ
cblr-1758	796	57	opposed	oppose	VERB
cblr-1758	796	58	to	to	ADP
cblr-1758	796	59	,	,	PUNCT
cblr-1758	796	60	say	say	INTJ
cblr-1758	796	61	,	,	PUNCT
cblr-1758	796	62	swaps	swap	NOUN
cblr-1758	796	63	)	)	PUNCT
cblr-1758	796	64	,	,	PUNCT
cblr-1758	796	65	or	or	CCONJ
cblr-1758	796	66	to	to	ADP
cblr-1758	796	67	persons	person	NOUN
cblr-1758	796	68	that	that	SCONJ
cblr-1758	796	69	only	only	ADV
cblr-1758	796	70	intermediate	intermediate	ADJ
cblr-1758	796	71	with	with	ADP
cblr-1758	796	72	fcms	fcms	NOUN
cblr-1758	796	73	(	(	PUNCT
cblr-1758	796	74	as	as	SCONJ
cblr-1758	796	75	opposed	oppose	VERB
cblr-1758	796	76	to	to	PART
cblr-1758	796	77	swap	swap	VERB
cblr-1758	796	78	dealers	dealer	NOUN
cblr-1758	796	79	or	or	CCONJ
cblr-1758	796	80	retail	retail	ADJ
cblr-1758	796	81	foreign	foreign	ADJ
cblr-1758	796	82	exchange	exchange	NOUN
cblr-1758	796	83	dealers).209	dealers).209	NOUN
cblr-1758	796	84	indeed	indeed	ADV
cblr-1758	796	85	,	,	PUNCT
cblr-1758	796	86	“	"	PUNCT
cblr-1758	796	87	introducing	introduce	VERB
cblr-1758	796	88	broker	broker	NOUN
cblr-1758	796	89	”	"	PUNCT
cblr-1758	796	90	is	be	AUX
cblr-1758	796	91	one	one	NUM
cblr-1758	796	92	of	of	ADP
cblr-1758	796	93	the	the	DET
cblr-1758	796	94	broadest	broad	ADJ
cblr-1758	796	95	intermediary	intermediary	ADJ
cblr-1758	796	96	category	category	NOUN
cblr-1758	796	97	definitions	definition	NOUN
cblr-1758	796	98	.	.	PUNCT
cblr-1758	797	1	in	in	ADP
cblr-1758	797	2	order	order	NOUN
cblr-1758	797	3	to	to	PART
cblr-1758	797	4	be	be	AUX
cblr-1758	797	5	considered	consider	VERB
cblr-1758	797	6	an	an	DET
cblr-1758	797	7	introducing	introduce	VERB
cblr-1758	797	8	broker	broker	NOUN
cblr-1758	797	9	,	,	PUNCT
cblr-1758	797	10	a	a	DET
cblr-1758	797	11	person	person	NOUN
cblr-1758	797	12	must	must	AUX
cblr-1758	797	13	merely	merely	ADV
cblr-1758	797	14	engage	engage	VERB
cblr-1758	797	15	in	in	ADP
cblr-1758	797	16	the	the	DET
cblr-1758	797	17	act	act	NOUN
cblr-1758	797	18	of	of	ADP
cblr-1758	797	19	soliciting	soliciting	NOUN
cblr-1758	797	20	or	or	CCONJ
cblr-1758	797	21	accepting210	accepting210	PROPN
cblr-1758	797	22	orders	order	NOUN
cblr-1758	797	23	for	for	ADP
cblr-1758	797	24	trades	trade	NOUN
cblr-1758	797	25	of	of	ADP
cblr-1758	797	26	cftc	cftc	NOUN
cblr-1758	797	27	-	-	PUNCT
cblr-1758	797	28	regulated	regulate	VERB
cblr-1758	797	29	derivatives	derivative	NOUN
cblr-1758	797	30	,	,	PUNCT
cblr-1758	797	31	except	except	SCONJ
cblr-1758	797	32	in	in	ADP
cblr-1758	797	33	a	a	DET
cblr-1758	797	34	non	non	ADJ
cblr-1758	797	35	-	-	ADJ
cblr-1758	797	36	clerical	clerical	ADJ
cblr-1758	797	37	capacity.211	capacity.211	PROPN
cblr-1758	797	38	while	while	SCONJ
cblr-1758	797	39	cftc	cftc	PROPN
cblr-1758	797	40	staff	staff	NOUN
cblr-1758	797	41	has	have	AUX
cblr-1758	797	42	emphasized	emphasize	VERB
cblr-1758	797	43	that	that	SCONJ
cblr-1758	797	44	“	"	PUNCT
cblr-1758	797	45	[	[	X
cblr-1758	797	46	t]he	t]he	ADV
cblr-1758	797	47	registration	registration	NOUN
cblr-1758	797	48	requirements	requirement	NOUN
cblr-1758	797	49	,	,	PUNCT
cblr-1758	797	50	as	as	SCONJ
cblr-1758	797	51	they	they	PRON
cblr-1758	797	52	pertain	pertain	VERB
cblr-1758	797	53	to	to	ADP
cblr-1758	797	54	persons	person	NOUN
cblr-1758	797	55	involved	involve	VERB
cblr-1758	797	56	in	in	ADP
cblr-1758	797	57	customer	customer	NOUN
cblr-1758	797	58	solicitation	solicitation	NOUN
cblr-1758	797	59	,	,	PUNCT
cblr-1758	797	60	‘	'	PUNCT
cblr-1758	797	61	have	have	AUX
cblr-1758	797	62	been	be	AUX
cblr-1758	797	63	construed	construe	VERB
cblr-1758	797	64	flexibly	flexibly	ADV
cblr-1758	797	65	to	to	PART
cblr-1758	797	66	require	require	VERB
cblr-1758	797	67	the	the	DET
cblr-1758	797	68	registration	registration	NOUN
cblr-1758	797	69	of	of	ADP
cblr-1758	797	70	persons	person	NOUN
cblr-1758	797	71	who	who	PRON
cblr-1758	797	72	participate	participate	VERB
cblr-1758	797	73	even	even	ADV
cblr-1758	797	74	indirectly	indirectly	ADV
cblr-1758	797	75	in	in	ADP
cblr-1758	797	76	such	such	ADJ
cblr-1758	797	77	solicitations[,]’”212	solicitations[,]’”212	NUM
cblr-1758	797	78	there	there	PRON
cblr-1758	797	79	are	be	VERB
cblr-1758	797	80	limits	limit	NOUN
cblr-1758	797	81	on	on	ADP
cblr-1758	797	82	the	the	DET
cblr-1758	797	83	scope	scope	NOUN
cblr-1758	797	84	of	of	ADP
cblr-1758	797	85	the	the	DET
cblr-1758	797	86	206	206	NUM
cblr-1758	797	87	cftc	cftc	PROPN
cblr-1758	797	88	staff	staff	NOUN
cblr-1758	797	89	letter	letter	NOUN
cblr-1758	797	90	04	04	NUM
cblr-1758	797	91	-	-	SYM
cblr-1758	797	92	34	34	NUM
cblr-1758	797	93	,	,	PUNCT
cblr-1758	797	94	2004	2004	NUM
cblr-1758	797	95	wl	wl	SYM
cblr-1758	797	96	3203859	3203859	NUM
cblr-1758	797	97	(	(	PUNCT
cblr-1758	797	98	sept	sept	PROPN
cblr-1758	797	99	.	.	PROPN
cblr-1758	797	100	16	16	NUM
cblr-1758	797	101	,	,	PUNCT
cblr-1758	797	102	2004	2004	NUM
cblr-1758	797	103	)	)	PUNCT
cblr-1758	798	1	(	(	PUNCT
cblr-1758	798	2	quoting	quote	VERB
cblr-1758	798	3	h.r	h.r	PROPN
cblr-1758	798	4	.	.	PROPN
cblr-1758	798	5	rep	rep	PROPN
cblr-1758	798	6	.	.	PROPN
cblr-1758	798	7	no	no	INTJ
cblr-1758	798	8	.	.	NOUN
cblr-1758	799	1	97	97	NUM
cblr-1758	799	2	-	-	SYM
cblr-1758	799	3	565	565	NUM
cblr-1758	799	4	,	,	PUNCT
cblr-1758	799	5	pt	pt	NOUN
cblr-1758	799	6	.	.	PROPN
cblr-1758	799	7	1	1	NUM
cblr-1758	799	8	,	,	PUNCT
cblr-1758	799	9	at	at	ADP
cblr-1758	799	10	49	49	NUM
cblr-1758	799	11	(	(	PUNCT
cblr-1758	799	12	1982	1982	NUM
cblr-1758	799	13	)	)	PUNCT
cblr-1758	799	14	)	)	PUNCT
cblr-1758	799	15	.	.	PUNCT
cblr-1758	800	1	207	207	NUM
cblr-1758	800	2	cftc	cftc	PROPN
cblr-1758	800	3	fy2015	fy2015	PROPN
cblr-1758	800	4	budget	budget	NOUN
cblr-1758	800	5	plan	plan	NOUN
cblr-1758	800	6	,	,	PUNCT
cblr-1758	800	7	supra	supra	PROPN
cblr-1758	800	8	note	note	NOUN
cblr-1758	800	9	46	46	NUM
cblr-1758	800	10	,	,	PUNCT
cblr-1758	800	11	at	at	ADP
cblr-1758	800	12	85	85	NUM
cblr-1758	800	13	(	(	PUNCT
cblr-1758	800	14	app	app	X
cblr-1758	800	15	.	.	PROPN
cblr-1758	800	16	4	4	NUM
cblr-1758	800	17	)	)	PUNCT
cblr-1758	800	18	.	.	PUNCT
cblr-1758	801	1	208	208	NUM
cblr-1758	801	2	see	see	VERB
cblr-1758	801	3	horwitz	horwitz	PROPN
cblr-1758	801	4	&	&	CCONJ
cblr-1758	801	5	gilberg	gilberg	PROPN
cblr-1758	801	6	,	,	PUNCT
cblr-1758	801	7	supra	supra	PROPN
cblr-1758	801	8	note	note	PROPN
cblr-1758	801	9	94	94	NUM
cblr-1758	801	10	,	,	PUNCT
cblr-1758	801	11	at	at	ADP
cblr-1758	801	12	908–11	908–11	NUM
cblr-1758	801	13	.	.	PUNCT
cblr-1758	802	1	209	209	NUM
cblr-1758	802	2	see	see	VERB
cblr-1758	802	3	cea	cea	PROPN
cblr-1758	802	4	§	§	PROPN
cblr-1758	802	5	1a(31)(a	1a(31)(a	NUM
cblr-1758	802	6	)	)	PUNCT
cblr-1758	802	7	,	,	PUNCT
cblr-1758	802	8	7	7	NUM
cblr-1758	802	9	u.s.c	u.s.c	ADJ
cblr-1758	802	10	.	.	PUNCT
cblr-1758	803	1	§	§	PROPN
cblr-1758	803	2	1a(31)(a	1a(31)(a	NUM
cblr-1758	803	3	)	)	PUNCT
cblr-1758	803	4	(	(	PUNCT
cblr-1758	803	5	2012	2012	NUM
cblr-1758	803	6	)	)	PUNCT
cblr-1758	803	7	;	;	PUNCT
cblr-1758	803	8	17	17	NUM
cblr-1758	803	9	c.f.r	c.f.r	NOUN
cblr-1758	803	10	.	.	PUNCT
cblr-1758	804	1	§	§	PROPN
cblr-1758	804	2	1.3(mm	1.3(mm	NUM
cblr-1758	804	3	)	)	PUNCT
cblr-1758	804	4	(	(	PUNCT
cblr-1758	804	5	2014	2014	NUM
cblr-1758	804	6	)	)	PUNCT
cblr-1758	804	7	.	.	PUNCT
cblr-1758	805	1	210	210	NUM
cblr-1758	806	1	but	but	CCONJ
cblr-1758	806	2	for	for	ADP
cblr-1758	806	3	the	the	DET
cblr-1758	806	4	limitation	limitation	NOUN
cblr-1758	806	5	“	"	PUNCT
cblr-1758	806	6	other	other	ADJ
cblr-1758	806	7	than	than	ADP
cblr-1758	806	8	in	in	ADP
cblr-1758	806	9	a	a	DET
cblr-1758	806	10	clerical	clerical	ADJ
cblr-1758	806	11	capacity	capacity	NOUN
cblr-1758	806	12	”	"	PUNCT
cblr-1758	806	13	in	in	ADP
cblr-1758	806	14	regulation	regulation	NOUN
cblr-1758	806	15	1.3(mm)(1)(i	1.3(mm)(1)(i	NUM
cblr-1758	806	16	)	)	PUNCT
cblr-1758	806	17	,	,	PUNCT
cblr-1758	806	18	17	17	NUM
cblr-1758	806	19	c.f.r	c.f.r	NOUN
cblr-1758	806	20	.	.	PUNCT
cblr-1758	807	1	§	§	PROPN
cblr-1758	807	2	1.3(mm)(1)(i	1.3(mm)(1)(i	NUM
cblr-1758	807	3	)	)	PUNCT
cblr-1758	807	4	(	(	PUNCT
cblr-1758	807	5	2014	2014	NUM
cblr-1758	807	6	)	)	PUNCT
cblr-1758	807	7	,	,	PUNCT
cblr-1758	807	8	the	the	DET
cblr-1758	807	9	use	use	NOUN
cblr-1758	807	10	of	of	ADP
cblr-1758	807	11	the	the	DET
cblr-1758	807	12	verb	verb	NOUN
cblr-1758	807	13	,	,	PUNCT
cblr-1758	807	14	“	"	PUNCT
cblr-1758	807	15	accept	accept	VERB
cblr-1758	807	16	,	,	PUNCT
cblr-1758	807	17	”	"	PUNCT
cblr-1758	807	18	in	in	ADP
cblr-1758	807	19	the	the	DET
cblr-1758	807	20	definition	definition	NOUN
cblr-1758	807	21	of	of	ADP
cblr-1758	807	22	the	the	DET
cblr-1758	807	23	term	term	NOUN
cblr-1758	807	24	“	"	PUNCT
cblr-1758	807	25	introducing	introduce	VERB
cblr-1758	807	26	broker	broker	NOUN
cblr-1758	807	27	,	,	PUNCT
cblr-1758	807	28	”	"	PUNCT
cblr-1758	807	29	or	or	CCONJ
cblr-1758	807	30	“	"	PUNCT
cblr-1758	807	31	ib	ib	INTJ
cblr-1758	807	32	,	,	PUNCT
cblr-1758	807	33	”	"	PUNCT
cblr-1758	807	34	would	would	AUX
cblr-1758	807	35	otherwise	otherwise	ADV
cblr-1758	807	36	significantly	significantly	ADV
cblr-1758	807	37	broaden	broaden	VERB
cblr-1758	807	38	the	the	DET
cblr-1758	807	39	scope	scope	NOUN
cblr-1758	807	40	of	of	ADP
cblr-1758	807	41	those	those	PRON
cblr-1758	807	42	required	require	VERB
cblr-1758	807	43	to	to	PART
cblr-1758	807	44	register	register	VERB
cblr-1758	807	45	as	as	ADP
cblr-1758	807	46	ibs	ibs	PROPN
cblr-1758	807	47	.	.	PUNCT
cblr-1758	808	1	indeed	indeed	ADV
cblr-1758	808	2	,	,	PUNCT
cblr-1758	808	3	it	it	PRON
cblr-1758	808	4	is	be	AUX
cblr-1758	808	5	hard	hard	ADJ
cblr-1758	808	6	to	to	PART
cblr-1758	808	7	imagine	imagine	VERB
cblr-1758	808	8	circumstances	circumstance	NOUN
cblr-1758	808	9	where	where	SCONJ
cblr-1758	808	10	simply	simply	ADV
cblr-1758	808	11	accepting	accept	VERB
cblr-1758	808	12	orders	order	NOUN
cblr-1758	808	13	for	for	ADP
cblr-1758	808	14	futures	future	NOUN
cblr-1758	808	15	and	and	CCONJ
cblr-1758	808	16	swap	swap	NOUN
cblr-1758	808	17	trades	trade	NOUN
cblr-1758	808	18	would	would	AUX
cblr-1758	808	19	involve	involve	VERB
cblr-1758	808	20	acting	act	VERB
cblr-1758	808	21	in	in	ADP
cblr-1758	808	22	more	more	ADJ
cblr-1758	808	23	than	than	ADP
cblr-1758	808	24	a	a	DET
cblr-1758	808	25	clerical	clerical	ADJ
cblr-1758	808	26	capacity	capacity	NOUN
cblr-1758	808	27	.	.	PUNCT
cblr-1758	809	1	211	211	NUM
cblr-1758	809	2	a	a	DET
cblr-1758	809	3	person	person	NOUN
cblr-1758	809	4	also	also	ADV
cblr-1758	809	5	must	must	AUX
cblr-1758	809	6	be	be	AUX
cblr-1758	809	7	soliciting	solicit	VERB
cblr-1758	809	8	or	or	CCONJ
cblr-1758	809	9	accepting	accept	VERB
cblr-1758	809	10	orders	order	NOUN
cblr-1758	809	11	for	for	ADP
cblr-1758	809	12	derivative	derivative	ADJ
cblr-1758	809	13	trades	trade	NOUN
cblr-1758	809	14	for	for	ADP
cblr-1758	809	15	direct	direct	ADJ
cblr-1758	809	16	or	or	CCONJ
cblr-1758	809	17	indirect	indirect	ADJ
cblr-1758	809	18	compensation	compensation	NOUN
cblr-1758	809	19	or	or	CCONJ
cblr-1758	809	20	profit	profit	NOUN
cblr-1758	809	21	,	,	PUNCT
cblr-1758	809	22	see	see	VERB
cblr-1758	809	23	17	17	NUM
cblr-1758	809	24	c.f.r	c.f.r	NOUN
cblr-1758	809	25	.	.	PUNCT
cblr-1758	810	1	§	§	PROPN
cblr-1758	810	2	1.3(mm)(1	1.3(mm)(1	NUM
cblr-1758	810	3	)	)	PUNCT
cblr-1758	810	4	,	,	PUNCT
cblr-1758	810	5	but	but	CCONJ
cblr-1758	810	6	that	that	PRON
cblr-1758	810	7	typically	typically	ADV
cblr-1758	810	8	is	be	AUX
cblr-1758	810	9	not	not	PART
cblr-1758	810	10	a	a	DET
cblr-1758	810	11	major	major	ADJ
cblr-1758	810	12	hurdle	hurdle	NOUN
cblr-1758	810	13	,	,	PUNCT
cblr-1758	810	14	as	as	SCONJ
cblr-1758	810	15	it	it	PRON
cblr-1758	810	16	is	be	AUX
cblr-1758	810	17	unlikely	unlikely	ADJ
cblr-1758	810	18	that	that	SCONJ
cblr-1758	810	19	someone	someone	PRON
cblr-1758	810	20	would	would	AUX
cblr-1758	810	21	solicit	solicit	VERB
cblr-1758	810	22	customers	customer	NOUN
cblr-1758	810	23	for	for	ADP
cblr-1758	810	24	derivative	derivative	ADJ
cblr-1758	810	25	trades	trade	NOUN
cblr-1758	810	26	without	without	ADP
cblr-1758	810	27	getting	getting	AUX
cblr-1758	810	28	paid	pay	VERB
cblr-1758	810	29	for	for	ADP
cblr-1758	810	30	doing	do	VERB
cblr-1758	810	31	so	so	ADV
cblr-1758	810	32	.	.	PUNCT
cblr-1758	811	1	212	212	NUM
cblr-1758	811	2	cftc	cftc	PROPN
cblr-1758	811	3	staff	staff	NOUN
cblr-1758	811	4	letter	letter	NOUN
cblr-1758	811	5	no	no	INTJ
cblr-1758	811	6	.	.	NOUN
cblr-1758	811	7	00	00	NUM
cblr-1758	811	8	-	-	SYM
cblr-1758	811	9	105	105	NUM
cblr-1758	811	10	,	,	PUNCT
cblr-1758	811	11	2000	2000	NUM
cblr-1758	811	12	wl	wl	SYM
cblr-1758	811	13	1728306	1728306	NUM
cblr-1758	811	14	(	(	PUNCT
cblr-1758	811	15	nov	nov	PROPN
cblr-1758	811	16	.	.	PROPN
cblr-1758	811	17	15	15	NUM
cblr-1758	811	18	,	,	PUNCT
cblr-1758	811	19	2000	2000	NUM
cblr-1758	811	20	)	)	PUNCT
cblr-1758	811	21	(	(	PUNCT
cblr-1758	811	22	citing	cite	VERB
cblr-1758	811	23	48	48	NUM
cblr-1758	811	24	fed	fed	PROPN
cblr-1758	811	25	.	.	PUNCT
cblr-1758	812	1	reg	reg	PROPN
cblr-1758	812	2	.	.	PUNCT
cblr-1758	813	1	35,248	35,248	NUM
cblr-1758	813	2	,	,	PUNCT
cblr-1758	813	3	35,250	35,250	NUM
cblr-1758	813	4	(	(	PUNCT
cblr-1758	813	5	aug	aug	PROPN
cblr-1758	813	6	.	.	PROPN
cblr-1758	813	7	3	3	NUM
cblr-1758	813	8	,	,	PUNCT
cblr-1758	813	9	1983	1983	NUM
cblr-1758	813	10	)	)	PUNCT
cblr-1758	813	11	)	)	PUNCT
cblr-1758	813	12	,	,	PUNCT
cblr-1758	813	13	http://www.cftc.gov/	http://www.cftc.gov/	ADV
cblr-1758	813	14	scopino	scopino	VERB
cblr-1758	813	15	–	–	PUNCT
cblr-1758	813	16	final	final	ADJ
cblr-1758	813	17	no	no	NOUN
cblr-1758	813	18	.	.	PUNCT
cblr-1758	814	1	2:439	2:439	NUM
cblr-1758	814	2	]	]	X
cblr-1758	814	3	the	the	DET
cblr-1758	814	4	second	second	ADJ
cblr-1758	814	5	machine	machine	NOUN
cblr-1758	814	6	age	age	NOUN
cblr-1758	814	7	489	489	NUM
cblr-1758	814	8	introducing	introduce	VERB
cblr-1758	814	9	broker	broker	NOUN
cblr-1758	814	10	registration	registration	NOUN
cblr-1758	814	11	category	category	NOUN
cblr-1758	814	12	.	.	PUNCT
cblr-1758	815	1	notably	notably	ADV
cblr-1758	815	2	,	,	PUNCT
cblr-1758	815	3	cftc	cftc	PROPN
cblr-1758	815	4	staff	staff	NOUN
cblr-1758	815	5	has	have	AUX
cblr-1758	815	6	granted	grant	VERB
cblr-1758	815	7	no	no	DET
cblr-1758	815	8	-	-	PUNCT
cblr-1758	815	9	action	action	NOUN
cblr-1758	815	10	relief	relief	NOUN
cblr-1758	815	11	for	for	ADP
cblr-1758	815	12	software	software	NOUN
cblr-1758	815	13	vendors	vendor	NOUN
cblr-1758	815	14	who	who	PRON
cblr-1758	815	15	sell	sell	VERB
cblr-1758	815	16	software	software	NOUN
cblr-1758	815	17	programs	program	NOUN
cblr-1758	815	18	that	that	PRON
cblr-1758	815	19	enable	enable	VERB
cblr-1758	815	20	users	user	NOUN
cblr-1758	815	21	to	to	PART
cblr-1758	815	22	connect	connect	VERB
cblr-1758	815	23	with	with	ADP
cblr-1758	815	24	fcms	fcms	NOUN
cblr-1758	815	25	or	or	CCONJ
cblr-1758	815	26	introducing	introduce	VERB
cblr-1758	815	27	brokers	broker	NOUN
cblr-1758	815	28	,	,	PUNCT
cblr-1758	815	29	but	but	CCONJ
cblr-1758	815	30	who	who	PRON
cblr-1758	815	31	do	do	AUX
cblr-1758	815	32	not	not	PART
cblr-1758	815	33	advise	advise	VERB
cblr-1758	815	34	or	or	CCONJ
cblr-1758	815	35	encourage	encourage	VERB
cblr-1758	815	36	users	user	NOUN
cblr-1758	815	37	to	to	PART
cblr-1758	815	38	place	place	VERB
cblr-1758	815	39	trades	trade	NOUN
cblr-1758	815	40	.	.	PUNCT
cblr-1758	816	1	for	for	ADP
cblr-1758	816	2	example	example	NOUN
cblr-1758	816	3	,	,	PUNCT
cblr-1758	816	4	in	in	ADP
cblr-1758	816	5	2004	2004	NUM
cblr-1758	816	6	,	,	PUNCT
cblr-1758	816	7	cftc	cftc	PROPN
cblr-1758	816	8	staff	staff	NOUN
cblr-1758	816	9	confirmed	confirm	VERB
cblr-1758	816	10	that	that	SCONJ
cblr-1758	816	11	they	they	PRON
cblr-1758	816	12	would	would	AUX
cblr-1758	816	13	not	not	PART
cblr-1758	816	14	recommend	recommend	VERB
cblr-1758	816	15	that	that	SCONJ
cblr-1758	816	16	the	the	DET
cblr-1758	816	17	cftc	cftc	PROPN
cblr-1758	816	18	bring	bring	VERB
cblr-1758	816	19	an	an	DET
cblr-1758	816	20	enforcement	enforcement	NOUN
cblr-1758	816	21	action	action	NOUN
cblr-1758	816	22	against	against	ADP
cblr-1758	816	23	a	a	DET
cblr-1758	816	24	software	software	NOUN
cblr-1758	816	25	vendor	vendor	NOUN
cblr-1758	816	26	for	for	ADP
cblr-1758	816	27	failing	fail	VERB
cblr-1758	816	28	to	to	PART
cblr-1758	816	29	register	register	VERB
cblr-1758	816	30	as	as	ADP
cblr-1758	816	31	an	an	DET
cblr-1758	816	32	introducing	introduce	VERB
cblr-1758	816	33	broker	broker	NOUN
cblr-1758	816	34	in	in	ADP
cblr-1758	816	35	connection	connection	NOUN
cblr-1758	816	36	with	with	ADP
cblr-1758	816	37	its	its	PRON
cblr-1758	816	38	marketing	marketing	NOUN
cblr-1758	816	39	of	of	ADP
cblr-1758	816	40	a	a	DET
cblr-1758	816	41	software	software	NOUN
cblr-1758	816	42	program	program	NOUN
cblr-1758	816	43	that	that	PRON
cblr-1758	816	44	enabled	enable	VERB
cblr-1758	816	45	users	user	NOUN
cblr-1758	816	46	to	to	PART
cblr-1758	816	47	access	access	VERB
cblr-1758	816	48	the	the	DET
cblr-1758	816	49	order	order	NOUN
cblr-1758	816	50	-	-	PUNCT
cblr-1758	816	51	entry	entry	NOUN
cblr-1758	816	52	system	system	NOUN
cblr-1758	816	53	of	of	ADP
cblr-1758	816	54	the	the	DET
cblr-1758	816	55	fcm	fcm	X
cblr-1758	816	56	or	or	CCONJ
cblr-1758	816	57	introducing	introduce	VERB
cblr-1758	816	58	broker	broker	NOUN
cblr-1758	816	59	of	of	ADP
cblr-1758	816	60	the	the	DET
cblr-1758	816	61	user	user	NOUN
cblr-1758	816	62	’s	’s	NOUN
cblr-1758	816	63	choice.213	choice.213	ADP
cblr-1758	816	64	that	that	DET
cblr-1758	816	65	same	same	ADJ
cblr-1758	816	66	year	year	NOUN
cblr-1758	816	67	,	,	PUNCT
cblr-1758	816	68	cftc	cftc	PROPN
cblr-1758	816	69	staff	staff	NOUN
cblr-1758	816	70	stated	state	VERB
cblr-1758	816	71	that	that	SCONJ
cblr-1758	816	72	a	a	DET
cblr-1758	816	73	person	person	NOUN
cblr-1758	816	74	who	who	PRON
cblr-1758	816	75	sold	sell	VERB
cblr-1758	816	76	a	a	DET
cblr-1758	816	77	software	software	NOUN
cblr-1758	816	78	program	program	NOUN
cblr-1758	816	79	that	that	PRON
cblr-1758	816	80	enabled	enable	VERB
cblr-1758	816	81	institutional	institutional	ADJ
cblr-1758	816	82	investors	investor	NOUN
cblr-1758	816	83	to	to	PART
cblr-1758	816	84	electronically	electronically	ADV
cblr-1758	816	85	connect	connect	VERB
cblr-1758	816	86	to	to	ADP
cblr-1758	816	87	fcms	fcms	NOUN
cblr-1758	816	88	and	and	CCONJ
cblr-1758	816	89	place	place	VERB
cblr-1758	816	90	orders	order	NOUN
cblr-1758	816	91	for	for	ADP
cblr-1758	816	92	futures	future	NOUN
cblr-1758	816	93	contract	contract	NOUN
cblr-1758	816	94	trades	trade	NOUN
cblr-1758	816	95	did	do	AUX
cblr-1758	816	96	not	not	PART
cblr-1758	816	97	have	have	VERB
cblr-1758	816	98	to	to	PART
cblr-1758	816	99	register	register	VERB
cblr-1758	816	100	as	as	ADP
cblr-1758	816	101	an	an	DET
cblr-1758	816	102	introducing	introduce	VERB
cblr-1758	816	103	broker	broker	NOUN
cblr-1758	816	104	where	where	SCONJ
cblr-1758	816	105	,	,	PUNCT
cblr-1758	816	106	for	for	ADP
cblr-1758	816	107	example	example	NOUN
cblr-1758	816	108	,	,	PUNCT
cblr-1758	816	109	the	the	DET
cblr-1758	816	110	institutional	institutional	ADJ
cblr-1758	816	111	investors	investor	NOUN
cblr-1758	816	112	selected	select	VERB
cblr-1758	816	113	the	the	DET
cblr-1758	816	114	fcms	fcms	NOUN
cblr-1758	816	115	and	and	CCONJ
cblr-1758	816	116	decided	decide	VERB
cblr-1758	816	117	on	on	ADP
cblr-1758	816	118	their	their	PRON
cblr-1758	816	119	own	own	ADJ
cblr-1758	816	120	,	,	PUNCT
cblr-1758	816	121	without	without	ADP
cblr-1758	816	122	prompting	prompt	VERB
cblr-1758	816	123	or	or	CCONJ
cblr-1758	816	124	suggestions	suggestion	NOUN
cblr-1758	816	125	,	,	PUNCT
cblr-1758	816	126	when	when	SCONJ
cblr-1758	816	127	to	to	PART
cblr-1758	816	128	place	place	VERB
cblr-1758	816	129	orders	order	NOUN
cblr-1758	816	130	and	and	CCONJ
cblr-1758	816	131	how	how	SCONJ
cblr-1758	816	132	many	many	ADJ
cblr-1758	816	133	orders	order	NOUN
cblr-1758	816	134	to	to	PART
cblr-1758	816	135	place.214	place.214	VERB
cblr-1758	816	136	f.	f.	PROPN
cblr-1758	816	137	floor	floor	PROPN
cblr-1758	816	138	brokers	broker	NOUN
cblr-1758	816	139	,	,	PUNCT
cblr-1758	816	140	floor	floor	NOUN
cblr-1758	816	141	traders	trader	NOUN
cblr-1758	816	142	,	,	PUNCT
cblr-1758	816	143	and	and	CCONJ
cblr-1758	816	144	broker	broker	PROPN
cblr-1758	816	145	ucm	ucm	PROPN
cblr-1758	816	146	/	/	SYM
cblr-1758	816	147	groups	group	NOUN
cblr-1758	816	148	/	/	SYM
cblr-1758	816	149	public/@lrlettergeneral	public/@lrlettergeneral	ADJ
cblr-1758	816	150	/	/	SYM
cblr-1758	816	151	documents	document	NOUN
cblr-1758	816	152	/	/	SYM
cblr-1758	816	153	letter/00	letter/00	NOUN
cblr-1758	816	154	-	-	PUNCT
cblr-1758	816	155	105.pdf	105.pdf	PROPN
cblr-1758	816	156	,	,	PUNCT
cblr-1758	816	157	archived	archive	VERB
cblr-1758	816	158	at	at	ADP
cblr-1758	816	159	http://perma.cc/9a8s-3lxa	http://perma.cc/9a8s-3lxa	PROPN
cblr-1758	816	160	.	.	PUNCT
cblr-1758	817	1	213	213	NUM
cblr-1758	817	2	cftc	cftc	PROPN
cblr-1758	817	3	staff	staff	NOUN
cblr-1758	817	4	letter	letter	NOUN
cblr-1758	817	5	no	no	INTJ
cblr-1758	817	6	.	.	NOUN
cblr-1758	817	7	04	04	NUM
cblr-1758	817	8	-	-	SYM
cblr-1758	817	9	34	34	NUM
cblr-1758	817	10	,	,	PUNCT
cblr-1758	817	11	supra	supra	PROPN
cblr-1758	817	12	note	note	NOUN
cblr-1758	817	13	206	206	NUM
cblr-1758	817	14	.	.	PUNCT
cblr-1758	818	1	the	the	DET
cblr-1758	818	2	relief	relief	NOUN
cblr-1758	818	3	was	be	AUX
cblr-1758	818	4	conditioned	condition	VERB
cblr-1758	818	5	on	on	ADP
cblr-1758	818	6	the	the	DET
cblr-1758	818	7	software	software	NOUN
cblr-1758	818	8	vendor	vendor	NOUN
cblr-1758	818	9	’s	’s	PART
cblr-1758	818	10	representation	representation	NOUN
cblr-1758	818	11	that	that	SCONJ
cblr-1758	818	12	the	the	DET
cblr-1758	818	13	data	datum	NOUN
cblr-1758	818	14	feeds	feed	VERB
cblr-1758	818	15	with	with	ADP
cblr-1758	818	16	market	market	NOUN
cblr-1758	818	17	information	information	NOUN
cblr-1758	818	18	would	would	AUX
cblr-1758	818	19	be	be	AUX
cblr-1758	818	20	provided	provide	VERB
cblr-1758	818	21	by	by	ADP
cblr-1758	818	22	unaffiliated	unaffiliated	ADJ
cblr-1758	818	23	third	third	ADJ
cblr-1758	818	24	parties	party	NOUN
cblr-1758	818	25	who	who	PRON
cblr-1758	818	26	did	do	AUX
cblr-1758	818	27	not	not	PART
cblr-1758	818	28	compensate	compensate	VERB
cblr-1758	818	29	,	,	PUNCT
cblr-1758	818	30	or	or	CCONJ
cblr-1758	818	31	receive	receive	VERB
cblr-1758	818	32	compensation	compensation	NOUN
cblr-1758	818	33	from	from	ADP
cblr-1758	818	34	,	,	PUNCT
cblr-1758	818	35	the	the	DET
cblr-1758	818	36	software	software	NOUN
cblr-1758	818	37	vendor	vendor	NOUN
cblr-1758	818	38	.	.	PUNCT
cblr-1758	819	1	i	i	PRON
cblr-1758	819	2	d.	d.	PROPN
cblr-1758	819	3	214	214	NUM
cblr-1758	819	4	cftc	cftc	PROPN
cblr-1758	819	5	interpretative	interpretative	ADJ
cblr-1758	819	6	letter	letter	NOUN
cblr-1758	819	7	no	no	INTJ
cblr-1758	819	8	.	.	NOUN
cblr-1758	819	9	04	04	NUM
cblr-1758	819	10	-	-	SYM
cblr-1758	819	11	15	15	NUM
cblr-1758	819	12	,	,	PUNCT
cblr-1758	819	13	2004	2004	NUM
cblr-1758	819	14	wl	wl	SYM
cblr-1758	819	15	1065537	1065537	NUM
cblr-1758	819	16	(	(	PUNCT
cblr-1758	819	17	mar	mar	PROPN
cblr-1758	819	18	.	.	PROPN
cblr-1758	819	19	22	22	NUM
cblr-1758	819	20	,	,	PUNCT
cblr-1758	819	21	2004	2004	NUM
cblr-1758	819	22	)	)	PUNCT
cblr-1758	819	23	,	,	PUNCT
cblr-1758	819	24	http://www.cftc.gov/ucm/groups/public/@lrlettergeneral/documents/	http://www.cftc.gov/ucm/groups/public/@lrlettergeneral/documents/	PROPN
cblr-1758	819	25	letter/04	letter/04	PROPN
cblr-1758	819	26	-	-	PROPN
cblr-1758	819	27	15.pdf	15.pdf	PROPN
cblr-1758	819	28	,	,	PUNCT
cblr-1758	819	29	archived	archive	VERB
cblr-1758	819	30	at	at	ADP
cblr-1758	819	31	http://perma.cc/8ne6-avjr	http://perma.cc/8ne6-avjr	PROPN
cblr-1758	819	32	.	.	PUNCT
cblr-1758	820	1	“	"	PUNCT
cblr-1758	820	2	x	x	X
cblr-1758	820	3	,	,	PUNCT
cblr-1758	820	4	”	"	PUNCT
cblr-1758	820	5	however	however	ADV
cblr-1758	820	6	,	,	PUNCT
cblr-1758	820	7	is	be	AUX
cblr-1758	820	8	not	not	PART
cblr-1758	820	9	accepting	accept	VERB
cblr-1758	820	10	customer	customer	NOUN
cblr-1758	820	11	orders	order	NOUN
cblr-1758	820	12	,	,	PUNCT
cblr-1758	820	13	since	since	SCONJ
cblr-1758	820	14	it	it	PRON
cblr-1758	820	15	has	have	VERB
cblr-1758	820	16	no	no	DET
cblr-1758	820	17	involvement	involvement	NOUN
cblr-1758	820	18	with	with	ADP
cblr-1758	820	19	the	the	DET
cblr-1758	820	20	placing	placing	NOUN
cblr-1758	820	21	of	of	ADP
cblr-1758	820	22	the	the	DET
cblr-1758	820	23	customers	customer	NOUN
cblr-1758	820	24	’	’	PART
cblr-1758	820	25	orders	order	NOUN
cblr-1758	820	26	and	and	CCONJ
cblr-1758	820	27	does	do	AUX
cblr-1758	820	28	not	not	PART
cblr-1758	820	29	recommend	recommend	VERB
cblr-1758	820	30	a	a	DET
cblr-1758	820	31	particular	particular	ADJ
cblr-1758	820	32	trade	trade	NOUN
cblr-1758	820	33	or	or	CCONJ
cblr-1758	820	34	an	an	DET
cblr-1758	820	35	fcm	fcm	X
cblr-1758	820	36	,	,	PUNCT
cblr-1758	820	37	even	even	ADV
cblr-1758	820	38	if	if	SCONJ
cblr-1758	820	39	asked	ask	VERB
cblr-1758	820	40	to	to	PART
cblr-1758	820	41	do	do	VERB
cblr-1758	820	42	so	so	ADV
cblr-1758	820	43	by	by	ADP
cblr-1758	820	44	the	the	DET
cblr-1758	820	45	customer	customer	NOUN
cblr-1758	820	46	.	.	PUNCT
cblr-1758	821	1	“	"	PUNCT
cblr-1758	821	2	x	x	X
cblr-1758	821	3	”	"	PUNCT
cblr-1758	821	4	is	be	AUX
cblr-1758	821	5	simply	simply	ADV
cblr-1758	821	6	providing	provide	VERB
cblr-1758	821	7	technology	technology	NOUN
cblr-1758	821	8	that	that	PRON
cblr-1758	821	9	connects	connect	VERB
cblr-1758	821	10	the	the	DET
cblr-1758	821	11	customer	customer	NOUN
cblr-1758	821	12	to	to	ADP
cblr-1758	821	13	its	its	PRON
cblr-1758	821	14	fcm	fcm	X
cblr-1758	821	15	’s	’s	PART
cblr-1758	821	16	order	order	NOUN
cblr-1758	821	17	entry	entry	NOUN
cblr-1758	821	18	system	system	NOUN
cblr-1758	821	19	.	.	PUNCT
cblr-1758	822	1	the	the	DET
cblr-1758	822	2	customer	customer	NOUN
cblr-1758	822	3	is	be	AUX
cblr-1758	822	4	submitting	submit	VERB
cblr-1758	822	5	its	its	PRON
cblr-1758	822	6	order	order	NOUN
cblr-1758	822	7	to	to	ADP
cblr-1758	822	8	the	the	DET
cblr-1758	822	9	fcm	fcm	X
cblr-1758	822	10	and	and	CCONJ
cblr-1758	822	11	not	not	PART
cblr-1758	822	12	to	to	PART
cblr-1758	822	13	“	"	PUNCT
cblr-1758	822	14	x.	x.	PROPN
cblr-1758	822	15	”	"	PUNCT
cblr-1758	822	16	the	the	DET
cblr-1758	822	17	division	division	NOUN
cblr-1758	822	18	concurs	concur	VERB
cblr-1758	822	19	with	with	ADP
cblr-1758	822	20	your	your	PRON
cblr-1758	822	21	assessment	assessment	NOUN
cblr-1758	822	22	that	that	SCONJ
cblr-1758	822	23	“	"	PUNCT
cblr-1758	822	24	x	x	X
cblr-1758	822	25	”	"	PUNCT
cblr-1758	822	26	is	be	AUX
cblr-1758	822	27	not	not	PART
cblr-1758	822	28	an	an	DET
cblr-1758	822	29	[	[	X
cblr-1758	822	30	introducing	introduce	VERB
cblr-1758	822	31	broker	broker	NOUN
cblr-1758	822	32	]	]	PUNCT
cblr-1758	822	33	and	and	CCONJ
cblr-1758	822	34	,	,	PUNCT
cblr-1758	822	35	therefore	therefore	ADV
cblr-1758	822	36	,	,	PUNCT
cblr-1758	822	37	is	be	AUX
cblr-1758	822	38	not	not	PART
cblr-1758	822	39	required	require	VERB
cblr-1758	822	40	to	to	PART
cblr-1758	822	41	register	register	VERB
cblr-1758	822	42	as	as	ADP
cblr-1758	822	43	such	such	ADJ
cblr-1758	822	44	.	.	PUNCT
cblr-1758	823	1	i	i	PRON
cblr-1758	823	2	d.	d.	PROPN
cblr-1758	823	3	scopino	scopino	PROPN
cblr-1758	823	4	–	–	PUNCT
cblr-1758	824	1	final	final	ADJ
cblr-1758	824	2	490	490	NUM
cblr-1758	824	3	columbia	columbia	PROPN
cblr-1758	824	4	business	business	NOUN
cblr-1758	824	5	law	law	PROPN
cblr-1758	824	6	review	review	NOUN
cblr-1758	824	7	[	[	X
cblr-1758	824	8	vol	vol	NOUN
cblr-1758	824	9	.	.	PUNCT
cblr-1758	824	10	2015	2015	NUM
cblr-1758	825	1	associations––governing	associations––governing	NOUN
cblr-1758	825	2	persons	person	NOUN
cblr-1758	825	3	on	on	ADP
cblr-1758	825	4	the	the	DET
cblr-1758	825	5	floors	floor	NOUN
cblr-1758	825	6	of	of	ADP
cblr-1758	825	7	trading	trading	NOUN
cblr-1758	825	8	venues	venue	NOUN
cblr-1758	825	9	the	the	DET
cblr-1758	825	10	next	next	ADJ
cblr-1758	825	11	three	three	NUM
cblr-1758	825	12	categoriesfloor	categoriesfloor	NOUN
cblr-1758	825	13	brokers	broker	NOUN
cblr-1758	825	14	,	,	PUNCT
cblr-1758	825	15	floor	floor	NOUN
cblr-1758	825	16	traders	trader	NOUN
cblr-1758	825	17	,	,	PUNCT
cblr-1758	825	18	and	and	CCONJ
cblr-1758	825	19	broker	broker	NOUN
cblr-1758	825	20	associationsare	associationsare	NOUN
cblr-1758	825	21	discussed	discuss	VERB
cblr-1758	825	22	collectively	collectively	ADV
cblr-1758	825	23	because	because	SCONJ
cblr-1758	825	24	they	they	PRON
cblr-1758	825	25	are	be	AUX
cblr-1758	825	26	all	all	ADV
cblr-1758	825	27	defined	define	VERB
cblr-1758	825	28	by	by	ADP
cblr-1758	825	29	activities	activity	NOUN
cblr-1758	825	30	that	that	PRON
cblr-1758	825	31	take	take	VERB
cblr-1758	825	32	place	place	NOUN
cblr-1758	825	33	in	in	ADP
cblr-1758	825	34	a	a	DET
cblr-1758	825	35	pit	pit	NOUN
cblr-1758	825	36	,	,	PUNCT
cblr-1758	825	37	floor	floor	NOUN
cblr-1758	825	38	,	,	PUNCT
cblr-1758	825	39	or	or	CCONJ
cblr-1758	825	40	other	other	ADJ
cblr-1758	825	41	trading	trading	NOUN
cblr-1758	825	42	venue	venue	NOUN
cblr-1758	825	43	of	of	ADP
cblr-1758	825	44	a	a	DET
cblr-1758	825	45	dcm	dcm	PROPN
cblr-1758	825	46	or	or	CCONJ
cblr-1758	825	47	swap	swap	NOUN
cblr-1758	825	48	execution	execution	NOUN
cblr-1758	825	49	facility	facility	NOUN
cblr-1758	825	50	(	(	PUNCT
cblr-1758	825	51	“	"	PUNCT
cblr-1758	825	52	sef”).215	sef”).215	VERB
cblr-1758	825	53	indeed	indeed	ADV
cblr-1758	825	54	,	,	PUNCT
cblr-1758	825	55	to	to	PART
cblr-1758	825	56	fall	fall	VERB
cblr-1758	825	57	within	within	ADP
cblr-1758	825	58	the	the	DET
cblr-1758	825	59	scope	scope	NOUN
cblr-1758	825	60	of	of	ADP
cblr-1758	825	61	one	one	NUM
cblr-1758	825	62	of	of	ADP
cblr-1758	825	63	these	these	DET
cblr-1758	825	64	categories	category	NOUN
cblr-1758	825	65	,	,	PUNCT
cblr-1758	825	66	the	the	DET
cblr-1758	825	67	person	person	NOUN
cblr-1758	825	68	(	(	PUNCT
cblr-1758	825	69	or	or	CCONJ
cblr-1758	825	70	persons	person	NOUN
cblr-1758	825	71	)	)	PUNCT
cblr-1758	825	72	in	in	ADP
cblr-1758	825	73	question	question	NOUN
cblr-1758	825	74	must	must	AUX
cblr-1758	825	75	have	have	VERB
cblr-1758	825	76	trading	trading	NOUN
cblr-1758	825	77	privileges	privilege	NOUN
cblr-1758	825	78	on	on	ADP
cblr-1758	825	79	a	a	DET
cblr-1758	825	80	dcm	dcm	NOUN
cblr-1758	825	81	or	or	CCONJ
cblr-1758	825	82	sef.216	sef.216	NOUN
cblr-1758	825	83	despite	despite	SCONJ
cblr-1758	825	84	their	their	PRON
cblr-1758	825	85	similarities	similarity	NOUN
cblr-1758	825	86	,	,	PUNCT
cblr-1758	825	87	they	they	PRON
cblr-1758	825	88	differ	differ	VERB
cblr-1758	825	89	with	with	ADP
cblr-1758	825	90	respect	respect	NOUN
cblr-1758	825	91	to	to	ADP
cblr-1758	825	92	their	their	PRON
cblr-1758	825	93	regulatory	regulatory	ADJ
cblr-1758	825	94	history	history	NOUN
cblr-1758	825	95	and	and	CCONJ
cblr-1758	825	96	activities	activity	NOUN
cblr-1758	825	97	.	.	PUNCT
cblr-1758	826	1	for	for	ADP
cblr-1758	826	2	example	example	NOUN
cblr-1758	826	3	,	,	PUNCT
cblr-1758	826	4	the	the	DET
cblr-1758	826	5	major	major	ADJ
cblr-1758	826	6	distinction	distinction	NOUN
cblr-1758	826	7	between	between	ADP
cblr-1758	826	8	a	a	DET
cblr-1758	826	9	floor	floor	NOUN
cblr-1758	826	10	broker	broker	NOUN
cblr-1758	826	11	and	and	CCONJ
cblr-1758	826	12	a	a	DET
cblr-1758	826	13	floor	floor	NOUN
cblr-1758	826	14	trader	trader	NOUN
cblr-1758	826	15	is	be	AUX
cblr-1758	826	16	that	that	SCONJ
cblr-1758	826	17	a	a	DET
cblr-1758	826	18	floor	floor	NOUN
cblr-1758	826	19	broker	broker	NOUN
cblr-1758	826	20	engages	engage	VERB
cblr-1758	826	21	in	in	ADP
cblr-1758	826	22	trades	trade	NOUN
cblr-1758	826	23	for	for	ADP
cblr-1758	826	24	third	third	ADJ
cblr-1758	826	25	parties,217	parties,217	NOUN
cblr-1758	826	26	while	while	SCONJ
cblr-1758	826	27	a	a	DET
cblr-1758	826	28	floor	floor	NOUN
cblr-1758	826	29	trader	trader	NOUN
cblr-1758	826	30	engages	engage	VERB
cblr-1758	826	31	in	in	ADP
cblr-1758	826	32	transactions	transaction	NOUN
cblr-1758	826	33	on	on	ADP
cblr-1758	826	34	his	his	PRON
cblr-1758	826	35	own	own	ADJ
cblr-1758	826	36	behalf.218	behalf.218	NOUN
cblr-1758	826	37	floor	floor	NOUN
cblr-1758	826	38	traders	trader	NOUN
cblr-1758	826	39	are	be	AUX
cblr-1758	826	40	somewhat	somewhat	ADV
cblr-1758	826	41	unique	unique	ADJ
cblr-1758	826	42	among	among	ADP
cblr-1758	826	43	the	the	DET
cblr-1758	826	44	categories	category	NOUN
cblr-1758	826	45	of	of	ADP
cblr-1758	826	46	regulated	regulated	ADJ
cblr-1758	826	47	“	"	PUNCT
cblr-1758	826	48	intermediaries	intermediary	NOUN
cblr-1758	826	49	”	"	PUNCT
cblr-1758	826	50	in	in	ADP
cblr-1758	826	51	that	that	PRON
cblr-1758	826	52	,	,	PUNCT
cblr-1758	826	53	unlike	unlike	ADP
cblr-1758	826	54	commodity	commodity	NOUN
cblr-1758	826	55	pool	pool	NOUN
cblr-1758	826	56	operators	operator	NOUN
cblr-1758	826	57	and	and	CCONJ
cblr-1758	826	58	commodity	commodity	NOUN
cblr-1758	826	59	trading	trading	NOUN
cblr-1758	826	60	advisors	advisor	NOUN
cblr-1758	826	61	,	,	PUNCT
cblr-1758	826	62	they	they	PRON
cblr-1758	826	63	do	do	AUX
cblr-1758	826	64	not	not	PART
cblr-1758	826	65	have	have	VERB
cblr-1758	826	66	customers	customer	NOUN
cblr-1758	826	67	.	.	PUNCT
cblr-1758	827	1	this	this	PRON
cblr-1758	827	2	is	be	AUX
cblr-1758	827	3	probably	probably	ADV
cblr-1758	827	4	why	why	SCONJ
cblr-1758	827	5	they	they	PRON
cblr-1758	827	6	avoided	avoid	VERB
cblr-1758	827	7	regulation	regulation	NOUN
cblr-1758	827	8	for	for	ADP
cblr-1758	827	9	215	215	NUM
cblr-1758	827	10	swap	swap	NOUN
cblr-1758	827	11	execution	execution	NOUN
cblr-1758	827	12	facility	facility	NOUN
cblr-1758	827	13	,	,	PUNCT
cblr-1758	827	14	cftc	cftc	PROPN
cblr-1758	827	15	glossary	glossary	NOUN
cblr-1758	827	16	,	,	PUNCT
cblr-1758	827	17	http://www.cftc.gov/	http://www.cftc.gov/	ADV
cblr-1758	827	18	consumerprotection	consumerprotection	NOUN
cblr-1758	827	19	/	/	SYM
cblr-1758	827	20	educationcenter	educationcenter	NOUN
cblr-1758	827	21	/	/	SYM
cblr-1758	827	22	cftcglossary	cftcglossary	ADJ
cblr-1758	827	23	/	/	SYM
cblr-1758	827	24	index.htm#s	index.htm#s	NOUN
cblr-1758	827	25	,	,	PUNCT
cblr-1758	827	26	archived	archive	VERB
cblr-1758	827	27	at	at	ADP
cblr-1758	827	28	http://perma.cc/yc3g-zvbw	http://perma.cc/yc3g-zvbw	PROPN
cblr-1758	827	29	(	(	PUNCT
cblr-1758	827	30	“	"	PUNCT
cblr-1758	827	31	a	a	DET
cblr-1758	827	32	trading	trading	NOUN
cblr-1758	827	33	system	system	NOUN
cblr-1758	827	34	or	or	CCONJ
cblr-1758	827	35	platform	platform	NOUN
cblr-1758	827	36	created	create	VERB
cblr-1758	827	37	by	by	ADP
cblr-1758	827	38	the	the	DET
cblr-1758	827	39	dodd	dodd	PROPN
cblr-1758	827	40	-	-	PUNCT
cblr-1758	827	41	frank	frank	PROPN
cblr-1758	827	42	act	act	NOUN
cblr-1758	827	43	in	in	ADP
cblr-1758	827	44	which	which	PRON
cblr-1758	827	45	multiple	multiple	ADJ
cblr-1758	827	46	participants	participant	NOUN
cblr-1758	827	47	have	have	VERB
cblr-1758	827	48	the	the	DET
cblr-1758	827	49	ability	ability	NOUN
cblr-1758	827	50	to	to	PART
cblr-1758	827	51	execute	execute	VERB
cblr-1758	827	52	or	or	CCONJ
cblr-1758	827	53	trade	trade	NOUN
cblr-1758	827	54	swaps	swap	NOUN
cblr-1758	827	55	by	by	ADP
cblr-1758	827	56	accepting	accept	VERB
cblr-1758	827	57	bids	bid	NOUN
cblr-1758	827	58	and	and	CCONJ
cblr-1758	827	59	offers	offer	NOUN
cblr-1758	827	60	made	make	VERB
cblr-1758	827	61	by	by	ADP
cblr-1758	827	62	multiple	multiple	ADJ
cblr-1758	827	63	participants	participant	NOUN
cblr-1758	827	64	in	in	ADP
cblr-1758	827	65	the	the	DET
cblr-1758	827	66	facility	facility	NOUN
cblr-1758	827	67	or	or	CCONJ
cblr-1758	827	68	system	system	NOUN
cblr-1758	827	69	,	,	PUNCT
cblr-1758	827	70	through	through	ADP
cblr-1758	827	71	any	any	DET
cblr-1758	827	72	means	mean	NOUN
cblr-1758	827	73	of	of	ADP
cblr-1758	827	74	interstate	interstate	ADJ
cblr-1758	827	75	commerce	commerce	NOUN
cblr-1758	827	76	.	.	PUNCT
cblr-1758	827	77	”	"	PUNCT
cblr-1758	827	78	)	)	PUNCT
cblr-1758	827	79	.	.	PUNCT
cblr-1758	828	1	216	216	NUM
cblr-1758	828	2	see	see	VERB
cblr-1758	828	3	cea	cea	PROPN
cblr-1758	828	4	§	§	PROPN
cblr-1758	828	5	1a(22	1a(22	PROPN
cblr-1758	828	6	)	)	PUNCT
cblr-1758	828	7	,	,	PUNCT
cblr-1758	828	8	7	7	NUM
cblr-1758	828	9	u.s.c	u.s.c	ADJ
cblr-1758	828	10	.	.	PUNCT
cblr-1758	829	1	§	§	PROPN
cblr-1758	829	2	1a(22	1a(22	NUM
cblr-1758	829	3	)	)	PUNCT
cblr-1758	829	4	(	(	PUNCT
cblr-1758	829	5	2012	2012	NUM
cblr-1758	829	6	)	)	PUNCT
cblr-1758	829	7	(	(	PUNCT
cblr-1758	829	8	defining	define	VERB
cblr-1758	829	9	“	"	PUNCT
cblr-1758	829	10	floor	floor	NOUN
cblr-1758	829	11	broker	broker	NOUN
cblr-1758	829	12	”	"	PUNCT
cblr-1758	829	13	)	)	PUNCT
cblr-1758	829	14	;	;	PUNCT
cblr-1758	829	15	17	17	NUM
cblr-1758	829	16	c.f.r	c.f.r	NOUN
cblr-1758	829	17	.	.	PUNCT
cblr-1758	830	1	§	§	PROPN
cblr-1758	830	2	1.3(n	1.3(n	NUM
cblr-1758	830	3	)	)	PUNCT
cblr-1758	830	4	(	(	PUNCT
cblr-1758	830	5	2014	2014	NUM
cblr-1758	830	6	)	)	PUNCT
cblr-1758	830	7	(	(	PUNCT
cblr-1758	830	8	defining	define	VERB
cblr-1758	830	9	“	"	PUNCT
cblr-1758	830	10	floor	floor	NOUN
cblr-1758	830	11	broker	broker	NOUN
cblr-1758	830	12	”	"	PUNCT
cblr-1758	830	13	)	)	PUNCT
cblr-1758	830	14	;	;	PUNCT
cblr-1758	830	15	7	7	NUM
cblr-1758	830	16	u.s.c	u.s.c	NOUN
cblr-1758	830	17	.	.	PUNCT
cblr-1758	831	1	§	§	PROPN
cblr-1758	831	2	1a(23	1a(23	PROPN
cblr-1758	831	3	)	)	PUNCT
cblr-1758	831	4	(	(	PUNCT
cblr-1758	831	5	2012	2012	NUM
cblr-1758	831	6	)	)	PUNCT
cblr-1758	831	7	(	(	PUNCT
cblr-1758	831	8	defining	define	VERB
cblr-1758	831	9	“	"	PUNCT
cblr-1758	831	10	floor	floor	NOUN
cblr-1758	831	11	trader	trader	NOUN
cblr-1758	831	12	”	"	PUNCT
cblr-1758	831	13	)	)	PUNCT
cblr-1758	831	14	;	;	PUNCT
cblr-1758	831	15	17	17	NUM
cblr-1758	831	16	c.f.r	c.f.r	NOUN
cblr-1758	831	17	.	.	PUNCT
cblr-1758	832	1	§	§	PROPN
cblr-1758	832	2	1.3(x	1.3(x	NUM
cblr-1758	832	3	)	)	PUNCT
cblr-1758	832	4	(	(	PUNCT
cblr-1758	832	5	2014	2014	NUM
cblr-1758	832	6	)	)	PUNCT
cblr-1758	832	7	(	(	PUNCT
cblr-1758	832	8	defining	define	VERB
cblr-1758	832	9	“	"	PUNCT
cblr-1758	832	10	floor	floor	NOUN
cblr-1758	832	11	trader	trader	NOUN
cblr-1758	832	12	”	"	PUNCT
cblr-1758	832	13	)	)	PUNCT
cblr-1758	832	14	;	;	PUNCT
cblr-1758	832	15	17	17	NUM
cblr-1758	832	16	c.f.r	c.f.r	NOUN
cblr-1758	832	17	.	.	PUNCT
cblr-1758	833	1	§	§	PROPN
cblr-1758	833	2	156.1	156.1	NUM
cblr-1758	833	3	(	(	PUNCT
cblr-1758	833	4	2014	2014	NUM
cblr-1758	833	5	)	)	PUNCT
cblr-1758	833	6	(	(	PUNCT
cblr-1758	833	7	defining	define	VERB
cblr-1758	833	8	“	"	PUNCT
cblr-1758	833	9	broker	broker	NOUN
cblr-1758	833	10	association	association	NOUN
cblr-1758	833	11	”	"	PUNCT
cblr-1758	833	12	)	)	PUNCT
cblr-1758	833	13	.	.	PUNCT
cblr-1758	834	1	217	217	NUM
cblr-1758	834	2	cea	cea	PROPN
cblr-1758	834	3	§	§	PROPN
cblr-1758	834	4	1a(22	1a(22	PROPN
cblr-1758	834	5	)	)	PUNCT
cblr-1758	834	6	,	,	PUNCT
cblr-1758	834	7	7	7	NUM
cblr-1758	834	8	u.s.c	u.s.c	ADJ
cblr-1758	834	9	.	.	PUNCT
cblr-1758	835	1	§	§	PROPN
cblr-1758	835	2	1a(22	1a(22	NUM
cblr-1758	835	3	)	)	PUNCT
cblr-1758	835	4	(	(	PUNCT
cblr-1758	835	5	2012	2012	NUM
cblr-1758	835	6	)	)	PUNCT
cblr-1758	835	7	(	(	PUNCT
cblr-1758	835	8	defining	define	VERB
cblr-1758	835	9	“	"	PUNCT
cblr-1758	835	10	floor	floor	NOUN
cblr-1758	835	11	broker	broker	NOUN
cblr-1758	835	12	”	"	PUNCT
cblr-1758	835	13	)	)	PUNCT
cblr-1758	835	14	;	;	PUNCT
cblr-1758	835	15	17	17	NUM
cblr-1758	835	16	c.f.r	c.f.r	NOUN
cblr-1758	835	17	.	.	PUNCT
cblr-1758	836	1	§	§	PROPN
cblr-1758	836	2	1.3(n	1.3(n	NUM
cblr-1758	836	3	)	)	PUNCT
cblr-1758	836	4	(	(	PUNCT
cblr-1758	836	5	2014	2014	NUM
cblr-1758	836	6	)	)	PUNCT
cblr-1758	836	7	(	(	PUNCT
cblr-1758	836	8	defining	define	VERB
cblr-1758	836	9	“	"	PUNCT
cblr-1758	836	10	floor	floor	NOUN
cblr-1758	836	11	broker	broker	NOUN
cblr-1758	836	12	”	"	PUNCT
cblr-1758	836	13	)	)	PUNCT
cblr-1758	836	14	.	.	PUNCT
cblr-1758	837	1	see	see	VERB
cblr-1758	837	2	17	17	NUM
cblr-1758	837	3	c.f.r	c.f.r	NOUN
cblr-1758	837	4	§	§	PROPN
cblr-1758	837	5	3.11	3.11	NUM
cblr-1758	837	6	(	(	PUNCT
cblr-1758	837	7	2014	2014	NUM
cblr-1758	837	8	)	)	PUNCT
cblr-1758	837	9	(	(	PUNCT
cblr-1758	837	10	describing	describe	VERB
cblr-1758	837	11	the	the	DET
cblr-1758	837	12	registration	registration	NOUN
cblr-1758	837	13	of	of	ADP
cblr-1758	837	14	floor	floor	NOUN
cblr-1758	837	15	brokers	broker	NOUN
cblr-1758	837	16	and	and	CCONJ
cblr-1758	837	17	floor	floor	NOUN
cblr-1758	837	18	traders	trader	NOUN
cblr-1758	837	19	)	)	PUNCT
cblr-1758	837	20	.	.	PUNCT
cblr-1758	838	1	218	218	NUM
cblr-1758	838	2	cea	cea	PROPN
cblr-1758	838	3	§	§	PROPN
cblr-1758	838	4	1a(23	1a(23	PROPN
cblr-1758	838	5	)	)	PUNCT
cblr-1758	838	6	,	,	PUNCT
cblr-1758	838	7	7	7	NUM
cblr-1758	838	8	u.s.c	u.s.c	ADJ
cblr-1758	838	9	.	.	PUNCT
cblr-1758	839	1	§	§	PROPN
cblr-1758	839	2	1a(23	1a(23	PROPN
cblr-1758	839	3	)	)	PUNCT
cblr-1758	839	4	(	(	PUNCT
cblr-1758	839	5	2012	2012	NUM
cblr-1758	839	6	)	)	PUNCT
cblr-1758	839	7	(	(	PUNCT
cblr-1758	839	8	defining	define	VERB
cblr-1758	839	9	“	"	PUNCT
cblr-1758	839	10	floor	floor	NOUN
cblr-1758	839	11	trader	trader	NOUN
cblr-1758	839	12	”	"	PUNCT
cblr-1758	839	13	)	)	PUNCT
cblr-1758	839	14	;	;	PUNCT
cblr-1758	839	15	17	17	NUM
cblr-1758	839	16	c.f.r	c.f.r	NOUN
cblr-1758	839	17	.	.	PUNCT
cblr-1758	840	1	§	§	PROPN
cblr-1758	840	2	1.3(x	1.3(x	NUM
cblr-1758	840	3	)	)	PUNCT
cblr-1758	840	4	(	(	PUNCT
cblr-1758	840	5	2014	2014	NUM
cblr-1758	840	6	)	)	PUNCT
cblr-1758	840	7	(	(	PUNCT
cblr-1758	840	8	defining	define	VERB
cblr-1758	840	9	“	"	PUNCT
cblr-1758	840	10	floor	floor	NOUN
cblr-1758	840	11	trader	trader	NOUN
cblr-1758	840	12	”	"	PUNCT
cblr-1758	840	13	)	)	PUNCT
cblr-1758	840	14	.	.	PUNCT
cblr-1758	841	1	see	see	VERB
cblr-1758	841	2	registration	registration	NOUN
cblr-1758	841	3	of	of	ADP
cblr-1758	841	4	floor	floor	NOUN
cblr-1758	841	5	traders	trader	NOUN
cblr-1758	841	6	;	;	PUNCT
cblr-1758	841	7	mandatory	mandatory	ADJ
cblr-1758	841	8	ethics	ethic	NOUN
cblr-1758	841	9	training	training	NOUN
cblr-1758	841	10	for	for	ADP
cblr-1758	841	11	registrants	registrant	NOUN
cblr-1758	841	12	;	;	PUNCT
cblr-1758	841	13	suspension	suspension	NOUN
cblr-1758	841	14	of	of	ADP
cblr-1758	841	15	registrants	registrant	NOUN
cblr-1758	841	16	charged	charge	VERB
cblr-1758	841	17	with	with	ADP
cblr-1758	841	18	felonies	felony	NOUN
cblr-1758	841	19	,	,	PUNCT
cblr-1758	841	20	58	58	NUM
cblr-1758	841	21	fed	fed	PROPN
cblr-1758	841	22	.	.	PUNCT
cblr-1758	842	1	reg	reg	PROPN
cblr-1758	842	2	.	.	PUNCT
cblr-1758	843	1	6748	6748	NUM
cblr-1758	843	2	,	,	PUNCT
cblr-1758	843	3	6749	6749	NUM
cblr-1758	843	4	(	(	PUNCT
cblr-1758	843	5	proposed	propose	VERB
cblr-1758	843	6	feb	feb	PROPN
cblr-1758	843	7	.	.	PROPN
cblr-1758	843	8	2	2	NUM
cblr-1758	843	9	,	,	PUNCT
cblr-1758	843	10	1993	1993	NUM
cblr-1758	843	11	)	)	PUNCT
cblr-1758	843	12	(	(	PUNCT
cblr-1758	843	13	to	to	PART
cblr-1758	843	14	be	be	AUX
cblr-1758	843	15	codified	codify	VERB
cblr-1758	843	16	at	at	ADP
cblr-1758	843	17	17	17	NUM
cblr-1758	843	18	c.f.r	c.f.r	NOUN
cblr-1758	843	19	.	.	PUNCT
cblr-1758	844	1	pts	pts	PROPN
cblr-1758	844	2	.	.	PROPN
cblr-1758	844	3	1	1	NUM
cblr-1758	844	4	,	,	PUNCT
cblr-1758	844	5	3	3	NUM
cblr-1758	844	6	,	,	PUNCT
cblr-1758	844	7	10	10	NUM
cblr-1758	844	8	,	,	PUNCT
cblr-1758	844	9	145	145	NUM
cblr-1758	844	10	)	)	PUNCT
cblr-1758	844	11	.	.	PUNCT
cblr-1758	845	1	floor	floor	NOUN
cblr-1758	845	2	brokers	broker	NOUN
cblr-1758	845	3	also	also	ADV
cblr-1758	845	4	can	can	AUX
cblr-1758	845	5	trade	trade	VERB
cblr-1758	845	6	for	for	ADP
cblr-1758	845	7	their	their	PRON
cblr-1758	845	8	own	own	ADJ
cblr-1758	845	9	accounts	account	NOUN
cblr-1758	845	10	,	,	PUNCT
cblr-1758	845	11	but	but	CCONJ
cblr-1758	845	12	are	be	AUX
cblr-1758	845	13	more	more	ADV
cblr-1758	845	14	commonly	commonly	ADV
cblr-1758	845	15	known	know	VERB
cblr-1758	845	16	for	for	ADP
cblr-1758	845	17	being	be	AUX
cblr-1758	845	18	able	able	ADJ
cblr-1758	845	19	to	to	PART
cblr-1758	845	20	accept	accept	VERB
cblr-1758	845	21	orders	order	NOUN
cblr-1758	845	22	from	from	ADP
cblr-1758	845	23	customers	customer	NOUN
cblr-1758	845	24	.	.	PUNCT
cblr-1758	846	1	scopino	scopino	ADJ
cblr-1758	846	2	–	–	PUNCT
cblr-1758	846	3	final	final	ADJ
cblr-1758	846	4	no	no	NOUN
cblr-1758	846	5	.	.	PUNCT
cblr-1758	847	1	2:439	2:439	NUM
cblr-1758	847	2	]	]	X
cblr-1758	847	3	the	the	DET
cblr-1758	847	4	second	second	ADJ
cblr-1758	847	5	machine	machine	NOUN
cblr-1758	847	6	age	age	NOUN
cblr-1758	847	7	491	491	NUM
cblr-1758	847	8	so	so	ADV
cblr-1758	847	9	long	long	ADV
cblr-1758	847	10	(	(	PUNCT
cblr-1758	847	11	and	and	CCONJ
cblr-1758	847	12	why	why	SCONJ
cblr-1758	847	13	floor	floor	NOUN
cblr-1758	847	14	traders	trader	NOUN
cblr-1758	847	15	are	be	AUX
cblr-1758	847	16	not	not	PART
cblr-1758	847	17	actually	actually	ADV
cblr-1758	847	18	intermediaries).219	intermediaries).219	PROPN
cblr-1758	847	19	broker	broker	NOUN
cblr-1758	847	20	associations	association	NOUN
cblr-1758	847	21	,	,	PUNCT
cblr-1758	847	22	on	on	ADP
cblr-1758	847	23	the	the	DET
cblr-1758	847	24	other	other	ADJ
cblr-1758	847	25	hand	hand	NOUN
cblr-1758	847	26	,	,	PUNCT
cblr-1758	847	27	are	be	AUX
cblr-1758	847	28	atypical	atypical	ADJ
cblr-1758	847	29	registrants	registrant	NOUN
cblr-1758	847	30	in	in	ADP
cblr-1758	847	31	that	that	SCONJ
cblr-1758	847	32	they	they	PRON
cblr-1758	847	33	are	be	AUX
cblr-1758	847	34	collective	collective	ADJ
cblr-1758	847	35	intermediaries	intermediary	NOUN
cblr-1758	847	36	that	that	PRON
cblr-1758	847	37	,	,	PUNCT
cblr-1758	847	38	uniquely	uniquely	ADV
cblr-1758	847	39	,	,	PUNCT
cblr-1758	847	40	do	do	AUX
cblr-1758	847	41	not	not	PART
cblr-1758	847	42	have	have	VERB
cblr-1758	847	43	to	to	PART
cblr-1758	847	44	register	register	VERB
cblr-1758	847	45	with	with	ADP
cblr-1758	847	46	nfa	nfa	PROPN
cblr-1758	847	47	.	.	PUNCT
cblr-1758	848	1	instead	instead	ADV
cblr-1758	848	2	,	,	PUNCT
cblr-1758	848	3	they	they	PRON
cblr-1758	848	4	must	must	AUX
cblr-1758	848	5	register	register	VERB
cblr-1758	848	6	with	with	ADP
cblr-1758	848	7	their	their	PRON
cblr-1758	848	8	respective	respective	ADJ
cblr-1758	848	9	dcms.220	dcms.220	NOUN
cblr-1758	848	10	specifically	specifically	ADV
cblr-1758	848	11	,	,	PUNCT
cblr-1758	848	12	regulation	regulation	NOUN
cblr-1758	848	13	156.1	156.1	NUM
cblr-1758	848	14	defines	define	NOUN
cblr-1758	848	15	“	"	PUNCT
cblr-1758	848	16	broker	broker	NOUN
cblr-1758	848	17	association	association	NOUN
cblr-1758	848	18	”	"	PUNCT
cblr-1758	848	19	to	to	PART
cblr-1758	848	20	include	include	VERB
cblr-1758	848	21	:	:	PUNCT
cblr-1758	848	22	two	two	NUM
cblr-1758	848	23	or	or	CCONJ
cblr-1758	848	24	more	more	ADJ
cblr-1758	848	25	contract	contract	NOUN
cblr-1758	848	26	market	market	NOUN
cblr-1758	848	27	members	member	NOUN
cblr-1758	848	28	with	with	ADP
cblr-1758	848	29	floor	floor	NOUN
cblr-1758	848	30	trading	trading	NOUN
cblr-1758	848	31	privileges	privilege	NOUN
cblr-1758	848	32	,	,	PUNCT
cblr-1758	848	33	of	of	ADP
cblr-1758	848	34	whom	whom	PRON
cblr-1758	848	35	at	at	ADP
cblr-1758	848	36	least	least	ADJ
cblr-1758	848	37	one	one	NUM
cblr-1758	848	38	is	be	AUX
cblr-1758	848	39	acting	act	VERB
cblr-1758	848	40	as	as	ADP
cblr-1758	848	41	a	a	DET
cblr-1758	848	42	floor	floor	NOUN
cblr-1758	848	43	broker	broker	NOUN
cblr-1758	848	44	,	,	PUNCT
cblr-1758	848	45	who	who	PRON
cblr-1758	848	46	:	:	PUNCT
cblr-1758	848	47	(	(	PUNCT
cblr-1758	848	48	1	1	X
cblr-1758	848	49	)	)	PUNCT
cblr-1758	848	50	engage	engage	NOUN
cblr-1758	848	51	in	in	ADP
cblr-1758	848	52	floor	floor	NOUN
cblr-1758	848	53	brokerage	brokerage	NOUN
cblr-1758	848	54	activity	activity	NOUN
cblr-1758	848	55	on	on	ADP
cblr-1758	848	56	behalf	behalf	NOUN
cblr-1758	848	57	of	of	ADP
cblr-1758	848	58	the	the	DET
cblr-1758	848	59	same	same	ADJ
cblr-1758	848	60	employer	employer	NOUN
cblr-1758	848	61	,	,	PUNCT
cblr-1758	848	62	(	(	PUNCT
cblr-1758	848	63	2	2	X
cblr-1758	848	64	)	)	PUNCT
cblr-1758	848	65	have	have	VERB
cblr-1758	848	66	an	an	DET
cblr-1758	848	67	employer	employer	NOUN
cblr-1758	848	68	and	and	CCONJ
cblr-1758	848	69	employee	employee	NOUN
cblr-1758	848	70	relationship	relationship	NOUN
cblr-1758	848	71	which	which	PRON
cblr-1758	848	72	relates	relate	VERB
cblr-1758	848	73	to	to	ADP
cblr-1758	848	74	floor	floor	NOUN
cblr-1758	848	75	brokerage	brokerage	NOUN
cblr-1758	848	76	activity	activity	NOUN
cblr-1758	848	77	,	,	PUNCT
cblr-1758	848	78	(	(	PUNCT
cblr-1758	848	79	3	3	X
cblr-1758	848	80	)	)	PUNCT
cblr-1758	848	81	share	share	NOUN
cblr-1758	848	82	profits	profit	NOUN
cblr-1758	848	83	and	and	CCONJ
cblr-1758	848	84	losses	loss	NOUN
cblr-1758	848	85	associated	associate	VERB
cblr-1758	848	86	with	with	ADP
cblr-1758	848	87	their	their	PRON
cblr-1758	848	88	brokerage	brokerage	NOUN
cblr-1758	848	89	or	or	CCONJ
cblr-1758	848	90	trading	trading	NOUN
cblr-1758	848	91	activity	activity	NOUN
cblr-1758	848	92	,	,	PUNCT
cblr-1758	848	93	or	or	CCONJ
cblr-1758	848	94	(	(	PUNCT
cblr-1758	848	95	4	4	X
cblr-1758	848	96	)	)	PUNCT
cblr-1758	848	97	regularly	regularly	ADV
cblr-1758	848	98	share	share	VERB
cblr-1758	848	99	a	a	DET
cblr-1758	848	100	deck	deck	NOUN
cblr-1758	848	101	of	of	ADP
cblr-1758	848	102	orders.221	orders.221	NOUN
cblr-1758	848	103	originally	originally	ADV
cblr-1758	848	104	,	,	PUNCT
cblr-1758	848	105	only	only	ADV
cblr-1758	848	106	natural	natural	ADJ
cblr-1758	848	107	persons	person	NOUN
cblr-1758	848	108	could	could	AUX
cblr-1758	848	109	be	be	AUX
cblr-1758	848	110	floor	floor	NOUN
cblr-1758	848	111	brokers	broker	NOUN
cblr-1758	848	112	and	and	CCONJ
cblr-1758	848	113	floor	floor	NOUN
cblr-1758	848	114	traders	trader	NOUN
cblr-1758	848	115	.	.	PUNCT
cblr-1758	849	1	however	however	ADV
cblr-1758	849	2	,	,	PUNCT
cblr-1758	849	3	with	with	ADP
cblr-1758	849	4	the	the	DET
cblr-1758	849	5	erosion	erosion	NOUN
cblr-1758	849	6	of	of	ADP
cblr-1758	849	7	trading	trading	NOUN
cblr-1758	849	8	floors	floor	NOUN
cblr-1758	849	9	,	,	PUNCT
cblr-1758	849	10	the	the	DET
cblr-1758	849	11	cftc	cftc	PROPN
cblr-1758	849	12	altered	alter	VERB
cblr-1758	849	13	its	its	PRON
cblr-1758	849	14	regulations	regulation	NOUN
cblr-1758	849	15	to	to	PART
cblr-1758	849	16	permit	permit	VERB
cblr-1758	849	17	nonnatural	nonnatural	ADJ
cblr-1758	849	18	person	person	NOUN
cblr-1758	849	19	floor	floor	NOUN
cblr-1758	849	20	brokers	broker	NOUN
cblr-1758	849	21	and	and	CCONJ
cblr-1758	849	22	floor	floor	NOUN
cblr-1758	849	23	traders	trader	NOUN
cblr-1758	849	24	,	,	PUNCT
cblr-1758	849	25	although	although	SCONJ
cblr-1758	849	26	this	this	PRON
cblr-1758	849	27	is	be	AUX
cblr-1758	849	28	a	a	DET
cblr-1758	849	29	relatively	relatively	ADV
cblr-1758	849	30	recent	recent	ADJ
cblr-1758	849	31	development.222	development.222	NOUN
cblr-1758	849	32	“	"	PUNCT
cblr-1758	849	33	historically	historically	ADV
cblr-1758	849	34	,	,	PUNCT
cblr-1758	849	35	floor	floor	NOUN
cblr-1758	849	36	brokers	broker	NOUN
cblr-1758	849	37	have	have	AUX
cblr-1758	849	38	generally	generally	ADV
cblr-1758	849	39	been	be	AUX
cblr-1758	849	40	self	self	NOUN
cblr-1758	849	41	-	-	PUNCT
cblr-1758	849	42	employed	employ	VERB
cblr-1758	849	43	individuals	individual	NOUN
cblr-1758	849	44	who	who	PRON
cblr-1758	849	45	act	act	VERB
cblr-1758	849	46	as	as	ADP
cblr-1758	849	47	agents	agent	NOUN
cblr-1758	849	48	for	for	ADP
cblr-1758	849	49	[	[	X
cblr-1758	849	50	fcms	fcms	NOUN
cblr-1758	849	51	]	]	PUNCT
cblr-1758	849	52	or	or	CCONJ
cblr-1758	849	53	other	other	ADJ
cblr-1758	849	54	members	member	NOUN
cblr-1758	849	55	in	in	ADP
cblr-1758	849	56	the	the	DET
cblr-1758	849	57	execution	execution	NOUN
cblr-1758	849	58	of	of	ADP
cblr-1758	849	59	futures	future	NOUN
cblr-1758	849	60	transactions	transaction	NOUN
cblr-1758	849	61	”	"	PUNCT
cblr-1758	849	62	on	on	ADP
cblr-1758	849	63	the	the	DET
cblr-1758	849	64	floors	floor	NOUN
cblr-1758	849	65	of	of	ADP
cblr-1758	849	66	futures	future	NOUN
cblr-1758	849	67	exchanges.223	exchanges.223	NUM
cblr-1758	849	68	219	219	NUM
cblr-1758	849	69	see	see	VERB
cblr-1758	849	70	135	135	NUM
cblr-1758	849	71	cong	cong	NOUN
cblr-1758	849	72	.	.	PUNCT
cblr-1758	850	1	rec	rec	PROPN
cblr-1758	850	2	.	.	PROPN
cblr-1758	850	3	20,333	20,333	NUM
cblr-1758	850	4	(	(	PUNCT
cblr-1758	850	5	sept	sept	PROPN
cblr-1758	850	6	.	.	PROPN
cblr-1758	850	7	13	13	NUM
cblr-1758	850	8	,	,	PUNCT
cblr-1758	850	9	1989	1989	NUM
cblr-1758	850	10	)	)	PUNCT
cblr-1758	850	11	(	(	PUNCT
cblr-1758	850	12	statement	statement	NOUN
cblr-1758	850	13	of	of	ADP
cblr-1758	850	14	rep	rep	PROPN
cblr-1758	850	15	.	.	PROPN
cblr-1758	850	16	de	de	PROPN
cblr-1758	850	17	la	la	PROPN
cblr-1758	850	18	garza	garza	PROPN
cblr-1758	850	19	,	,	PUNCT
cblr-1758	850	20	quoting	quote	VERB
cblr-1758	850	21	letter	letter	NOUN
cblr-1758	850	22	of	of	ADP
cblr-1758	850	23	cftc	cftc	PROPN
cblr-1758	850	24	chair	chair	PROPN
cblr-1758	850	25	wendy	wendy	PROPN
cblr-1758	850	26	gramm	gramm	PROPN
cblr-1758	850	27	)	)	PUNCT
cblr-1758	850	28	(	(	PUNCT
cblr-1758	850	29	“	"	PUNCT
cblr-1758	850	30	historically	historically	ADV
cblr-1758	850	31	,	,	PUNCT
cblr-1758	850	32	floor	floor	NOUN
cblr-1758	850	33	traders	trader	NOUN
cblr-1758	850	34	have	have	AUX
cblr-1758	850	35	not	not	PART
cblr-1758	850	36	been	be	AUX
cblr-1758	850	37	required	require	VERB
cblr-1758	850	38	to	to	PART
cblr-1758	850	39	register	register	VERB
cblr-1758	850	40	under	under	ADP
cblr-1758	850	41	the	the	DET
cblr-1758	850	42	[	[	X
cblr-1758	850	43	cea	cea	PROPN
cblr-1758	850	44	]	]	PUNCT
cblr-1758	850	45	because	because	SCONJ
cblr-1758	850	46	they	they	PRON
cblr-1758	850	47	do	do	AUX
cblr-1758	850	48	not	not	PART
cblr-1758	850	49	handle	handle	VERB
cblr-1758	850	50	customer	customer	NOUN
cblr-1758	850	51	trades	trade	NOUN
cblr-1758	850	52	or	or	CCONJ
cblr-1758	850	53	money	money	NOUN
cblr-1758	850	54	and	and	CCONJ
cblr-1758	850	55	because	because	SCONJ
cblr-1758	850	56	exchange	exchange	NOUN
cblr-1758	850	57	rules	rule	NOUN
cblr-1758	850	58	have	have	AUX
cblr-1758	850	59	established	establish	VERB
cblr-1758	850	60	criteria	criterion	NOUN
cblr-1758	850	61	governing	govern	VERB
cblr-1758	850	62	their	their	PRON
cblr-1758	850	63	access	access	NOUN
cblr-1758	850	64	to	to	ADP
cblr-1758	850	65	the	the	DET
cblr-1758	850	66	floor	floor	NOUN
cblr-1758	850	67	.	.	PUNCT
cblr-1758	850	68	”	"	PUNCT
cblr-1758	850	69	)	)	PUNCT
cblr-1758	850	70	.	.	PUNCT
cblr-1758	851	1	see	see	VERB
cblr-1758	851	2	2	2	NUM
cblr-1758	851	3	johnson	johnson	PROPN
cblr-1758	851	4	&	&	CCONJ
cblr-1758	851	5	hazen	hazen	PROPN
cblr-1758	851	6	,	,	PUNCT
cblr-1758	851	7	supra	supra	PROPN
cblr-1758	851	8	note	note	NOUN
cblr-1758	851	9	47	47	NUM
cblr-1758	851	10	,	,	PUNCT
cblr-1758	851	11	§	§	PROPN
cblr-1758	851	12	3.02[14	3.02[14	NUM
cblr-1758	851	13	]	]	PUNCT
cblr-1758	851	14	,	,	PUNCT
cblr-1758	851	15	at	at	ADP
cblr-1758	851	16	650	650	NUM
cblr-1758	851	17	.	.	NOUN
cblr-1758	851	18	220	220	NUM
cblr-1758	851	19	2	2	NUM
cblr-1758	851	20	johnson	johnson	PROPN
cblr-1758	851	21	&	&	CCONJ
cblr-1758	851	22	hazen	hazen	PROPN
cblr-1758	851	23	,	,	PUNCT
cblr-1758	851	24	supra	supra	PROPN
cblr-1758	851	25	note	note	NOUN
cblr-1758	851	26	47	47	NUM
cblr-1758	851	27	,	,	PUNCT
cblr-1758	851	28	§	§	PROPN
cblr-1758	851	29	3.02[15	3.02[15	PROPN
cblr-1758	851	30	]	]	X
cblr-1758	851	31	,	,	PUNCT
cblr-1758	851	32	at	at	ADP
cblr-1758	851	33	652	652	NUM
cblr-1758	851	34	.	.	PUNCT
cblr-1758	852	1	221	221	NUM
cblr-1758	852	2	17	17	NUM
cblr-1758	852	3	c.f.r	c.f.r	NOUN
cblr-1758	852	4	.	.	PUNCT
cblr-1758	853	1	§	§	PROPN
cblr-1758	853	2	156.1	156.1	NUM
cblr-1758	853	3	(	(	PUNCT
cblr-1758	853	4	2014	2014	NUM
cblr-1758	853	5	)	)	PUNCT
cblr-1758	853	6	.	.	PUNCT
cblr-1758	854	1	222	222	NUM
cblr-1758	854	2	see	see	VERB
cblr-1758	854	3	registration	registration	NOUN
cblr-1758	854	4	of	of	ADP
cblr-1758	854	5	intermediaries	intermediary	NOUN
cblr-1758	854	6	,	,	PUNCT
cblr-1758	854	7	77	77	NUM
cblr-1758	854	8	fed	fed	PROPN
cblr-1758	854	9	.	.	PUNCT
cblr-1758	855	1	reg	reg	PROPN
cblr-1758	855	2	.	.	PROPN
cblr-1758	855	3	51,898	51,898	NUM
cblr-1758	855	4	,	,	PUNCT
cblr-1758	855	5	51,900	51,900	NUM
cblr-1758	855	6	n.14	n.14	NOUN
cblr-1758	855	7	(	(	PUNCT
cblr-1758	855	8	aug	aug	PROPN
cblr-1758	855	9	.	.	PROPN
cblr-1758	855	10	28	28	NUM
cblr-1758	855	11	,	,	PUNCT
cblr-1758	855	12	2012	2012	NUM
cblr-1758	855	13	)	)	PUNCT
cblr-1758	855	14	(	(	PUNCT
cblr-1758	855	15	stating	state	VERB
cblr-1758	855	16	that	that	SCONJ
cblr-1758	855	17	cftc	cftc	PROPN
cblr-1758	855	18	form	form	VERB
cblr-1758	855	19	7	7	NUM
cblr-1758	855	20	-	-	PUNCT
cblr-1758	855	21	r	r	NOUN
cblr-1758	855	22	is	be	AUX
cblr-1758	855	23	the	the	DET
cblr-1758	855	24	appropriate	appropriate	ADJ
cblr-1758	855	25	form	form	NOUN
cblr-1758	855	26	for	for	ADP
cblr-1758	855	27	applications	application	NOUN
cblr-1758	855	28	for	for	ADP
cblr-1758	855	29	registration	registration	NOUN
cblr-1758	855	30	by	by	ADP
cblr-1758	855	31	non	non	ADJ
cblr-1758	855	32	-	-	ADJ
cblr-1758	855	33	natural	natural	ADJ
cblr-1758	855	34	person	person	NOUN
cblr-1758	855	35	floor	floor	NOUN
cblr-1758	855	36	brokers	broker	NOUN
cblr-1758	855	37	)	)	PUNCT
cblr-1758	855	38	.	.	PUNCT
cblr-1758	856	1	223	223	NUM
cblr-1758	856	2	1	1	NUM
cblr-1758	856	3	johnson	johnson	PROPN
cblr-1758	856	4	&	&	CCONJ
cblr-1758	856	5	hazen	hazen	PROPN
cblr-1758	856	6	,	,	PUNCT
cblr-1758	856	7	supra	supra	PROPN
cblr-1758	856	8	note	note	NOUN
cblr-1758	856	9	47	47	NUM
cblr-1758	856	10	,	,	PUNCT
cblr-1758	856	11	§	§	PROPN
cblr-1758	856	12	1.09[1	1.09[1	NUM
cblr-1758	856	13	]	]	PUNCT
cblr-1758	856	14	,	,	PUNCT
cblr-1758	856	15	at	at	ADP
cblr-1758	856	16	227	227	NUM
cblr-1758	856	17	.	.	PUNCT
cblr-1758	857	1	because	because	SCONJ
cblr-1758	857	2	many	many	ADJ
cblr-1758	857	3	cftc	cftc	NOUN
cblr-1758	857	4	-	-	PUNCT
cblr-1758	857	5	regulated	regulate	VERB
cblr-1758	857	6	markets	market	NOUN
cblr-1758	857	7	conduct	conduct	VERB
cblr-1758	857	8	,	,	PUNCT
cblr-1758	857	9	in	in	ADP
cblr-1758	857	10	effect	effect	NOUN
cblr-1758	857	11	,	,	PUNCT
cblr-1758	857	12	a	a	DET
cblr-1758	857	13	daily	daily	ADJ
cblr-1758	857	14	auction	auction	NOUN
cblr-1758	857	15	with	with	ADP
cblr-1758	857	16	open	open	ADJ
cblr-1758	857	17	outcry	outcry	NOUN
cblr-1758	857	18	among	among	ADP
cblr-1758	857	19	the	the	DET
cblr-1758	857	20	floor	floor	NOUN
cblr-1758	857	21	brokers	broker	NOUN
cblr-1758	857	22	and	and	CCONJ
cblr-1758	857	23	members	member	NOUN
cblr-1758	857	24	,	,	PUNCT
cblr-1758	857	25	the	the	DET
cblr-1758	857	26	execution	execution	NOUN
cblr-1758	857	27	of	of	ADP
cblr-1758	857	28	orders	order	NOUN
cblr-1758	857	29	—	—	PUNCT
cblr-1758	857	30	especially	especially	ADV
cblr-1758	857	31	in	in	ADP
cblr-1758	857	32	active	active	ADJ
cblr-1758	857	33	scopino	scopino	NOUN
cblr-1758	857	34	–	–	PUNCT
cblr-1758	857	35	final	final	ADJ
cblr-1758	857	36	492	492	NUM
cblr-1758	857	37	columbia	columbia	PROPN
cblr-1758	857	38	business	business	NOUN
cblr-1758	857	39	law	law	PROPN
cblr-1758	857	40	review	review	NOUN
cblr-1758	857	41	[	[	X
cblr-1758	857	42	vol	vol	NOUN
cblr-1758	857	43	.	.	NOUN
cblr-1758	857	44	2015	2015	NUM
cblr-1758	857	45	as	as	SCONJ
cblr-1758	857	46	discussed	discuss	VERB
cblr-1758	857	47	previously	previously	ADV
cblr-1758	857	48	,	,	PUNCT
cblr-1758	857	49	given	give	VERB
cblr-1758	857	50	that	that	SCONJ
cblr-1758	857	51	trading	trading	NOUN
cblr-1758	857	52	in	in	ADP
cblr-1758	857	53	derivatives	derivative	NOUN
cblr-1758	857	54	has	have	AUX
cblr-1758	857	55	increasingly	increasingly	ADV
cblr-1758	857	56	moved	move	VERB
cblr-1758	857	57	(	(	PUNCT
cblr-1758	857	58	and	and	CCONJ
cblr-1758	857	59	is	be	AUX
cblr-1758	857	60	continuing	continue	VERB
cblr-1758	857	61	to	to	PART
cblr-1758	857	62	move	move	VERB
cblr-1758	857	63	)	)	PUNCT
cblr-1758	857	64	toward	toward	ADP
cblr-1758	857	65	electronic	electronic	ADJ
cblr-1758	857	66	,	,	PUNCT
cblr-1758	857	67	computerized	computerized	ADJ
cblr-1758	857	68	trading	trading	NOUN
cblr-1758	857	69	venues	venue	NOUN
cblr-1758	857	70	,	,	PUNCT
cblr-1758	857	71	the	the	DET
cblr-1758	857	72	floor	floor	NOUN
cblr-1758	857	73	broker	broker	NOUN
cblr-1758	857	74	and	and	CCONJ
cblr-1758	857	75	floor	floor	NOUN
cblr-1758	857	76	trader	trader	NOUN
cblr-1758	857	77	intermediary	intermediary	NOUN
cblr-1758	857	78	categoriesoriginally	categoriesoriginally	ADV
cblr-1758	857	79	conceived	conceive	VERB
cblr-1758	857	80	as	as	ADP
cblr-1758	857	81	natural	natural	ADJ
cblr-1758	857	82	persons	person	NOUN
cblr-1758	857	83	on	on	ADP
cblr-1758	857	84	the	the	DET
cblr-1758	857	85	actual	actual	ADJ
cblr-1758	857	86	floors	floor	NOUN
cblr-1758	857	87	of	of	ADP
cblr-1758	857	88	derivative	derivative	ADJ
cblr-1758	857	89	exchangesare	exchangesare	NOUN
cblr-1758	857	90	at	at	ADP
cblr-1758	857	91	risk	risk	NOUN
cblr-1758	857	92	of	of	ADP
cblr-1758	857	93	becoming	become	VERB
cblr-1758	857	94	obsolete	obsolete	ADJ
cblr-1758	857	95	.	.	PUNCT
cblr-1758	858	1	cftc	cftc	PROPN
cblr-1758	858	2	regulations	regulation	NOUN
cblr-1758	858	3	prohibit	prohibit	VERB
cblr-1758	858	4	certain	certain	ADJ
cblr-1758	858	5	floor	floor	NOUN
cblr-1758	858	6	practices	practice	NOUN
cblr-1758	858	7	that	that	PRON
cblr-1758	858	8	are	be	AUX
cblr-1758	858	9	considered	consider	VERB
cblr-1758	858	10	deceptive	deceptive	ADJ
cblr-1758	858	11	or	or	CCONJ
cblr-1758	858	12	otherwise	otherwise	ADV
cblr-1758	858	13	improper	improper	ADJ
cblr-1758	858	14	.	.	PUNCT
cblr-1758	859	1	for	for	ADP
cblr-1758	859	2	example	example	NOUN
cblr-1758	859	3	,	,	PUNCT
cblr-1758	859	4	cftc	cftc	PROPN
cblr-1758	859	5	regulations	regulation	NOUN
cblr-1758	859	6	strongly	strongly	ADV
cblr-1758	859	7	prohibit	prohibit	VERB
cblr-1758	859	8	any	any	DET
cblr-1758	859	9	collusive	collusive	ADJ
cblr-1758	859	10	,	,	PUNCT
cblr-1758	859	11	prearranged	prearrange	VERB
cblr-1758	859	12	,	,	PUNCT
cblr-1758	859	13	or	or	CCONJ
cblr-1758	859	14	otherwise	otherwise	ADV
cblr-1758	859	15	noncompetitive	noncompetitive	ADJ
cblr-1758	859	16	execution	execution	NOUN
cblr-1758	859	17	of	of	ADP
cblr-1758	859	18	futures	future	NOUN
cblr-1758	859	19	transactions.224	transactions.224	NOUN
cblr-1758	859	20	likewise	likewise	ADV
cblr-1758	859	21	,	,	PUNCT
cblr-1758	859	22	cftc	cftc	PROPN
cblr-1758	859	23	regulations	regulation	NOUN
cblr-1758	859	24	prohibit	prohibit	VERB
cblr-1758	859	25	“	"	PUNCT
cblr-1758	859	26	front	front	ADJ
cblr-1758	859	27	running	running	NOUN
cblr-1758	859	28	,	,	PUNCT
cblr-1758	859	29	”	"	PUNCT
cblr-1758	859	30	which	which	PRON
cblr-1758	859	31	occurs	occur	VERB
cblr-1758	859	32	when	when	SCONJ
cblr-1758	859	33	a	a	DET
cblr-1758	859	34	broker	broker	NOUN
cblr-1758	859	35	with	with	ADP
cblr-1758	859	36	a	a	DET
cblr-1758	859	37	customer	customer	NOUN
cblr-1758	859	38	order	order	NOUN
cblr-1758	859	39	for	for	ADP
cblr-1758	859	40	a	a	DET
cblr-1758	859	41	large	large	ADJ
cblr-1758	859	42	trade	trade	NOUN
cblr-1758	859	43	in	in	ADP
cblr-1758	859	44	a	a	DET
cblr-1758	859	45	futures	future	NOUN
cblr-1758	859	46	contract	contract	NOUN
cblr-1758	859	47	(	(	PUNCT
cblr-1758	859	48	or	or	CCONJ
cblr-1758	859	49	other	other	ADJ
cblr-1758	859	50	derivative	derivative	NOUN
cblr-1758	859	51	)	)	PUNCT
cblr-1758	859	52	first	first	ADV
cblr-1758	859	53	buys	buy	VERB
cblr-1758	859	54	or	or	CCONJ
cblr-1758	859	55	sells	sell	VERB
cblr-1758	859	56	some	some	PRON
cblr-1758	859	57	of	of	ADP
cblr-1758	859	58	the	the	DET
cblr-1758	859	59	same	same	ADJ
cblr-1758	859	60	futures	future	NOUN
cblr-1758	859	61	contract	contract	NOUN
cblr-1758	859	62	for	for	ADP
cblr-1758	859	63	the	the	DET
cblr-1758	859	64	broker	broker	NOUN
cblr-1758	859	65	’s	’s	PART
cblr-1758	859	66	own	own	ADJ
cblr-1758	859	67	account	account	NOUN
cblr-1758	859	68	before	before	ADP
cblr-1758	859	69	filling	fill	VERB
cblr-1758	859	70	the	the	DET
cblr-1758	859	71	customer	customer	NOUN
cblr-1758	859	72	’s	’s	PART
cblr-1758	859	73	order.225	order.225	PROPN
cblr-1758	859	74	cftc	cftc	PROPN
cblr-1758	859	75	oversight	oversight	NOUN
cblr-1758	859	76	of	of	ADP
cblr-1758	859	77	floor	floor	NOUN
cblr-1758	859	78	traders	trader	NOUN
cblr-1758	859	79	and	and	CCONJ
cblr-1758	859	80	broker	broker	NOUN
cblr-1758	859	81	associations	association	NOUN
cblr-1758	859	82	was	be	AUX
cblr-1758	859	83	the	the	DET
cblr-1758	859	84	result	result	NOUN
cblr-1758	859	85	of	of	ADP
cblr-1758	859	86	a	a	DET
cblr-1758	859	87	desire	desire	NOUN
cblr-1758	859	88	by	by	ADP
cblr-1758	859	89	congress	congress	PROPN
cblr-1758	859	90	to	to	PART
cblr-1758	859	91	clamp	clamp	VERB
cblr-1758	859	92	down	down	ADP
cblr-1758	859	93	on	on	ADP
cblr-1758	859	94	white	white	ADJ
cblr-1758	859	95	-	-	PUNCT
cblr-1758	859	96	collar	collar	NOUN
cblr-1758	859	97	crime	crime	NOUN
cblr-1758	859	98	.	.	PUNCT
cblr-1758	860	1	in	in	ADP
cblr-1758	860	2	august	august	PROPN
cblr-1758	860	3	of	of	ADP
cblr-1758	860	4	1989	1989	NUM
cblr-1758	860	5	,	,	PUNCT
cblr-1758	860	6	federal	federal	ADJ
cblr-1758	860	7	prosecutors	prosecutor	NOUN
cblr-1758	860	8	in	in	ADP
cblr-1758	860	9	chicago	chicago	PROPN
cblr-1758	860	10	announced	announce	VERB
cblr-1758	860	11	criminal	criminal	ADJ
cblr-1758	860	12	indictments	indictment	NOUN
cblr-1758	860	13	of	of	ADP
cblr-1758	860	14	46	46	NUM
cblr-1758	860	15	floor	floor	NOUN
cblr-1758	860	16	brokers	broker	NOUN
cblr-1758	860	17	and	and	CCONJ
cblr-1758	860	18	floor	floor	NOUN
cblr-1758	860	19	traders	trader	NOUN
cblr-1758	860	20	who	who	PRON
cblr-1758	860	21	operated	operate	VERB
cblr-1758	860	22	in	in	ADP
cblr-1758	860	23	the	the	DET
cblr-1758	860	24	pits	pit	NOUN
cblr-1758	860	25	of	of	ADP
cblr-1758	860	26	the	the	DET
cblr-1758	860	27	chicago	chicago	PROPN
cblr-1758	860	28	markets	market	NOUN
cblr-1758	860	29	—	—	PUNCT
cblr-1758	860	30	requires	require	VERB
cblr-1758	860	31	keen	keen	ADJ
cblr-1758	860	32	alertness	alertness	NOUN
cblr-1758	860	33	,	,	PUNCT
cblr-1758	860	34	speed	speed	NOUN
cblr-1758	860	35	,	,	PUNCT
cblr-1758	860	36	and	and	CCONJ
cblr-1758	860	37	physical	physical	ADJ
cblr-1758	860	38	endurance	endurance	NOUN
cblr-1758	860	39	by	by	ADP
cblr-1758	860	40	floor	floor	NOUN
cblr-1758	860	41	brokers	broker	NOUN
cblr-1758	860	42	.	.	PUNCT
cblr-1758	860	43	.	.	PUNCT
cblr-1758	860	44	.	.	PUNCT
cblr-1758	860	45	.	.	PUNCT
cblr-1758	861	1	the	the	DET
cblr-1758	861	2	tempo	tempo	PROPN
cblr-1758	861	3	,	,	PUNCT
cblr-1758	861	4	noise	noise	NOUN
cblr-1758	861	5	,	,	PUNCT
cblr-1758	861	6	and	and	CCONJ
cblr-1758	861	7	frequent	frequent	ADJ
cblr-1758	861	8	congestion	congestion	NOUN
cblr-1758	861	9	on	on	ADP
cblr-1758	861	10	the	the	DET
cblr-1758	861	11	trading	trading	NOUN
cblr-1758	861	12	floor	floor	NOUN
cblr-1758	861	13	also	also	ADV
cblr-1758	861	14	call	call	VERB
cblr-1758	861	15	for	for	ADP
cblr-1758	861	16	unusual	unusual	ADJ
cblr-1758	861	17	physical	physical	ADJ
cblr-1758	861	18	endurance	endurance	NOUN
cblr-1758	861	19	.	.	PUNCT
cblr-1758	862	1	i	i	PRON
cblr-1758	862	2	d.	d.	PROPN
cblr-1758	862	3	at	at	ADP
cblr-1758	862	4	§	§	PROPN
cblr-1758	862	5	1.09[1	1.09[1	NUM
cblr-1758	862	6	]	]	PUNCT
cblr-1758	862	7	,	,	PUNCT
cblr-1758	862	8	at	at	ADP
cblr-1758	862	9	228	228	NUM
cblr-1758	862	10	.	.	PUNCT
cblr-1758	863	1	additionally	additionally	ADV
cblr-1758	863	2	,	,	PUNCT
cblr-1758	863	3	“	"	PUNCT
cblr-1758	863	4	although	although	SCONJ
cblr-1758	863	5	some	some	DET
cblr-1758	863	6	floor	floor	NOUN
cblr-1758	863	7	brokers	broker	NOUN
cblr-1758	863	8	have	have	VERB
cblr-1758	863	9	a	a	DET
cblr-1758	863	10	clientele	clientele	NOUN
cblr-1758	863	11	of	of	ADP
cblr-1758	863	12	their	their	PRON
cblr-1758	863	13	own	own	ADJ
cblr-1758	863	14	,	,	PUNCT
cblr-1758	863	15	these	these	DET
cblr-1758	863	16	individuals	individual	NOUN
cblr-1758	863	17	typically	typically	ADV
cblr-1758	863	18	have	have	VERB
cblr-1758	863	19	far	far	ADV
cblr-1758	863	20	less	less	ADV
cblr-1758	863	21	direct	direct	ADJ
cblr-1758	863	22	contact	contact	NOUN
cblr-1758	863	23	with	with	ADP
cblr-1758	863	24	the	the	DET
cblr-1758	863	25	public	public	NOUN
cblr-1758	863	26	than	than	ADP
cblr-1758	863	27	the	the	DET
cblr-1758	863	28	fcms	fcms	NOUN
cblr-1758	863	29	,	,	PUNCT
cblr-1758	863	30	introducing	introduce	VERB
cblr-1758	863	31	brokers	broker	NOUN
cblr-1758	863	32	,	,	PUNCT
cblr-1758	863	33	or	or	CCONJ
cblr-1758	863	34	their	their	PRON
cblr-1758	863	35	associated	associated	ADJ
cblr-1758	863	36	persons	person	NOUN
cblr-1758	863	37	.	.	PUNCT
cblr-1758	863	38	”	"	PUNCT
cblr-1758	864	1	i	i	PRON
cblr-1758	864	2	d.	d.	PROPN
cblr-1758	864	3	224	224	NUM
cblr-1758	864	4	17	17	NUM
cblr-1758	864	5	c.f.r	c.f.r	NOUN
cblr-1758	864	6	.	.	PUNCT
cblr-1758	865	1	§	§	PROPN
cblr-1758	865	2	1.38	1.38	NUM
cblr-1758	865	3	(	(	PUNCT
cblr-1758	865	4	prohibiting	prohibit	VERB
cblr-1758	865	5	prearranged	prearrange	VERB
cblr-1758	865	6	,	,	PUNCT
cblr-1758	865	7	noncompetitive	noncompetitive	ADJ
cblr-1758	865	8	transactions	transaction	NOUN
cblr-1758	865	9	)	)	PUNCT
cblr-1758	865	10	.	.	PUNCT
cblr-1758	866	1	see	see	VERB
cblr-1758	866	2	1	1	NUM
cblr-1758	866	3	johnson	johnson	PROPN
cblr-1758	866	4	&	&	CCONJ
cblr-1758	866	5	hazen	hazen	PROPN
cblr-1758	866	6	,	,	PUNCT
cblr-1758	866	7	supra	supra	PROPN
cblr-1758	866	8	note	note	NOUN
cblr-1758	866	9	47	47	NUM
cblr-1758	866	10	,	,	PUNCT
cblr-1758	866	11	§	§	PROPN
cblr-1758	866	12	1.09[4	1.09[4	NUM
cblr-1758	866	13	]	]	PUNCT
cblr-1758	866	14	,	,	PUNCT
cblr-1758	866	15	at	at	ADP
cblr-1758	866	16	321	321	NUM
cblr-1758	866	17	(	(	PUNCT
cblr-1758	866	18	“	"	PUNCT
cblr-1758	866	19	a	a	DET
cblr-1758	866	20	central	central	ADJ
cblr-1758	866	21	feature	feature	NOUN
cblr-1758	866	22	of	of	ADP
cblr-1758	866	23	the	the	DET
cblr-1758	866	24	operation	operation	NOUN
cblr-1758	866	25	of	of	ADP
cblr-1758	866	26	cftc	cftc	PROPN
cblr-1758	866	27	-	-	PUNCT
cblr-1758	866	28	regulated	regulate	VERB
cblr-1758	866	29	markets	market	NOUN
cblr-1758	866	30	,	,	PUNCT
cblr-1758	866	31	and	and	CCONJ
cblr-1758	866	32	an	an	DET
cblr-1758	866	33	integral	integral	ADJ
cblr-1758	866	34	part	part	NOUN
cblr-1758	866	35	of	of	ADP
cblr-1758	866	36	their	their	PRON
cblr-1758	866	37	regulation	regulation	NOUN
cblr-1758	866	38	under	under	ADP
cblr-1758	866	39	the	the	DET
cblr-1758	866	40	[	[	X
cblr-1758	866	41	cea	cea	PROPN
cblr-1758	866	42	]	]	PUNCT
cblr-1758	866	43	,	,	PUNCT
cblr-1758	866	44	is	be	AUX
cblr-1758	866	45	the	the	DET
cblr-1758	866	46	competitive	competitive	ADJ
cblr-1758	866	47	execution	execution	NOUN
cblr-1758	866	48	of	of	ADP
cblr-1758	866	49	futures	future	NOUN
cblr-1758	866	50	transactions	transaction	NOUN
cblr-1758	866	51	.	.	PUNCT
cblr-1758	866	52	”	"	PUNCT
cblr-1758	866	53	)	)	PUNCT
cblr-1758	866	54	;	;	PUNCT
cblr-1758	866	55	scopino	scopino	VERB
cblr-1758	866	56	,	,	PUNCT
cblr-1758	866	57	do	do	VERB
cblr-1758	866	58	atss	atss	DET
cblr-1758	866	59	dream	dream	NOUN
cblr-1758	866	60	?	?	PUNCT
cblr-1758	866	61	,	,	PUNCT
cblr-1758	866	62	supra	supra	PROPN
cblr-1758	866	63	note	note	PROPN
cblr-1758	866	64	19	19	NUM
cblr-1758	866	65	,	,	PUNCT
cblr-1758	866	66	at	at	ADP
cblr-1758	866	67	263–68	263–68	NOUN
cblr-1758	866	68	(	(	PUNCT
cblr-1758	866	69	describing	describe	VERB
cblr-1758	866	70	the	the	DET
cblr-1758	866	71	prohibitions	prohibition	NOUN
cblr-1758	866	72	on	on	ADP
cblr-1758	866	73	noncompetitive	noncompetitive	ADJ
cblr-1758	866	74	,	,	PUNCT
cblr-1758	866	75	prearranged	prearrange	VERB
cblr-1758	866	76	transactions	transaction	NOUN
cblr-1758	866	77	and	and	CCONJ
cblr-1758	866	78	some	some	PRON
cblr-1758	866	79	of	of	ADP
cblr-1758	866	80	the	the	DET
cblr-1758	866	81	cftc	cftc	PROPN
cblr-1758	866	82	enforcement	enforcement	NOUN
cblr-1758	866	83	actions	action	NOUN
cblr-1758	866	84	brought	bring	VERB
cblr-1758	866	85	pursuant	pursuant	ADV
cblr-1758	866	86	to	to	ADP
cblr-1758	866	87	those	those	DET
cblr-1758	866	88	prohibitions	prohibition	NOUN
cblr-1758	866	89	)	)	PUNCT
cblr-1758	866	90	.	.	PUNCT
cblr-1758	867	1	225	225	NUM
cblr-1758	867	2	see	see	VERB
cblr-1758	867	3	17	17	NUM
cblr-1758	867	4	c.f.r	c.f.r	NOUN
cblr-1758	867	5	.	.	PUNCT
cblr-1758	868	1	§	§	PROPN
cblr-1758	868	2	§	§	PROPN
cblr-1758	868	3	155.2–155.4	155.2–155.4	NUM
cblr-1758	868	4	(	(	PUNCT
cblr-1758	868	5	2014	2014	NUM
cblr-1758	868	6	)	)	PUNCT
cblr-1758	868	7	;	;	PUNCT
cblr-1758	868	8	scopino	scopino	NOUN
cblr-1758	868	9	,	,	PUNCT
cblr-1758	868	10	high	high	ADJ
cblr-1758	868	11	-	-	PUNCT
cblr-1758	868	12	speed	speed	NOUN
cblr-1758	868	13	“	"	PUNCT
cblr-1758	868	14	pinging	pinging	NOUN
cblr-1758	868	15	”	"	PUNCT
cblr-1758	868	16	and	and	CCONJ
cblr-1758	868	17	“	"	PUNCT
cblr-1758	868	18	front	front	ADJ
cblr-1758	868	19	running	running	NOUN
cblr-1758	868	20	,	,	PUNCT
cblr-1758	868	21	”	"	PUNCT
cblr-1758	868	22	supra	supra	NOUN
cblr-1758	868	23	note	note	NOUN
cblr-1758	868	24	22	22	NUM
cblr-1758	868	25	,	,	PUNCT
cblr-1758	868	26	at	at	ADP
cblr-1758	868	27	633–34	633–34	NOUN
cblr-1758	868	28	(	(	PUNCT
cblr-1758	868	29	describing	describe	VERB
cblr-1758	868	30	cftc	cftc	PROPN
cblr-1758	868	31	prohibitions	prohibition	NOUN
cblr-1758	868	32	on	on	ADP
cblr-1758	868	33	front	front	ADJ
cblr-1758	868	34	running	run	VERB
cblr-1758	868	35	)	)	PUNCT
cblr-1758	868	36	.	.	PUNCT
cblr-1758	869	1	scopino	scopino	PROPN
cblr-1758	869	2	–	–	PUNCT
cblr-1758	869	3	final	final	ADJ
cblr-1758	869	4	no	no	NOUN
cblr-1758	869	5	.	.	PUNCT
cblr-1758	870	1	2:439	2:439	NUM
cblr-1758	870	2	]	]	X
cblr-1758	870	3	the	the	DET
cblr-1758	870	4	second	second	ADJ
cblr-1758	870	5	machine	machine	NOUN
cblr-1758	870	6	age	age	NOUN
cblr-1758	870	7	493	493	NUM
cblr-1758	870	8	board	board	NOUN
cblr-1758	870	9	of	of	ADP
cblr-1758	870	10	trade	trade	NOUN
cblr-1758	870	11	and	and	CCONJ
cblr-1758	870	12	the	the	DET
cblr-1758	870	13	chicago	chicago	PROPN
cblr-1758	870	14	mercantile	mercantile	NOUN
cblr-1758	871	1	exchange.226	exchange.226	PROPN
cblr-1758	871	2	the	the	DET
cblr-1758	871	3	indictments	indictment	NOUN
cblr-1758	871	4	,	,	PUNCT
cblr-1758	871	5	which	which	PRON
cblr-1758	871	6	were	be	AUX
cblr-1758	871	7	the	the	DET
cblr-1758	871	8	result	result	NOUN
cblr-1758	871	9	of	of	ADP
cblr-1758	871	10	an	an	DET
cblr-1758	871	11	undercover	undercover	ADJ
cblr-1758	871	12	fbi	fbi	PROPN
cblr-1758	871	13	sting	sting	NOUN
cblr-1758	871	14	operation	operation	NOUN
cblr-1758	871	15	,	,	PUNCT
cblr-1758	871	16	charged	charge	VERB
cblr-1758	871	17	floor	floor	NOUN
cblr-1758	871	18	brokers	broker	NOUN
cblr-1758	871	19	and	and	CCONJ
cblr-1758	871	20	floor	floor	NOUN
cblr-1758	871	21	traders	trader	NOUN
cblr-1758	871	22	with	with	ADP
cblr-1758	871	23	front	front	NOUN
cblr-1758	871	24	running	run	VERB
cblr-1758	871	25	and	and	CCONJ
cblr-1758	871	26	engaging	engage	VERB
cblr-1758	871	27	in	in	ADP
cblr-1758	871	28	a	a	DET
cblr-1758	871	29	variety	variety	NOUN
cblr-1758	871	30	of	of	ADP
cblr-1758	871	31	collusive	collusive	ADJ
cblr-1758	871	32	,	,	PUNCT
cblr-1758	871	33	prearranged	prearrange	VERB
cblr-1758	871	34	trading	trading	NOUN
cblr-1758	871	35	practices	practice	NOUN
cblr-1758	871	36	,	,	PUNCT
cblr-1758	871	37	often	often	ADV
cblr-1758	871	38	in	in	ADP
cblr-1758	871	39	groups	group	NOUN
cblr-1758	871	40	or	or	CCONJ
cblr-1758	871	41	with	with	ADP
cblr-1758	871	42	individual	individual	ADJ
cblr-1758	871	43	floor	floor	NOUN
cblr-1758	871	44	traders	trader	NOUN
cblr-1758	871	45	assisting	assist	VERB
cblr-1758	871	46	floor	floor	NOUN
cblr-1758	871	47	brokers	broker	NOUN
cblr-1758	871	48	to	to	PART
cblr-1758	871	49	shortchange	shortchange	VERB
cblr-1758	871	50	the	the	DET
cblr-1758	871	51	floor	floor	NOUN
cblr-1758	871	52	brokers	broker	NOUN
cblr-1758	871	53	’	'	PUNCT
cblr-1758	871	54	customers.227	customers.227	PROPN
cblr-1758	871	55	the	the	DET
cblr-1758	871	56	indictments	indictment	NOUN
cblr-1758	871	57	prompted	prompt	VERB
cblr-1758	871	58	congress	congress	PROPN
cblr-1758	871	59	to	to	PART
cblr-1758	871	60	include	include	VERB
cblr-1758	871	61	a	a	DET
cblr-1758	871	62	floor	floor	NOUN
cblr-1758	871	63	trader	trader	NOUN
cblr-1758	871	64	registration	registration	NOUN
cblr-1758	871	65	requirement	requirement	NOUN
cblr-1758	871	66	in	in	ADP
cblr-1758	871	67	the	the	DET
cblr-1758	871	68	futures	future	NOUN
cblr-1758	871	69	trading	trading	NOUN
cblr-1758	871	70	practices	practice	NOUN
cblr-1758	871	71	act	act	NOUN
cblr-1758	871	72	of	of	ADP
cblr-1758	871	73	1992.228	1992.228	PROPN
cblr-1758	871	74	cftc	cftc	PROPN
cblr-1758	871	75	chair	chair	PROPN
cblr-1758	871	76	wendy	wendy	PROPN
cblr-1758	871	77	gramm	gramm	PROPN
cblr-1758	871	78	stated	state	VERB
cblr-1758	871	79	in	in	ADP
cblr-1758	871	80	a	a	DET
cblr-1758	871	81	letter	letter	NOUN
cblr-1758	871	82	to	to	ADP
cblr-1758	871	83	the	the	DET
cblr-1758	871	84	chairman	chairman	NOUN
cblr-1758	871	85	of	of	ADP
cblr-1758	871	86	the	the	DET
cblr-1758	871	87	house	house	PROPN
cblr-1758	871	88	agriculture	agriculture	PROPN
cblr-1758	871	89	committee	committee	PROPN
cblr-1758	871	90	that	that	SCONJ
cblr-1758	871	91	the	the	DET
cblr-1758	871	92	“	"	PUNCT
cblr-1758	871	93	[	[	X
cblr-1758	871	94	r]egistration	r]egistration	NOUN
cblr-1758	871	95	of	of	ADP
cblr-1758	871	96	floor	floor	NOUN
cblr-1758	871	97	traders	trader	NOUN
cblr-1758	871	98	as	as	SCONJ
cblr-1758	871	99	provided	provide	VERB
cblr-1758	871	100	by	by	ADP
cblr-1758	871	101	[	[	PUNCT
cblr-1758	871	102	the	the	DET
cblr-1758	871	103	futures	future	NOUN
cblr-1758	871	104	trading	trading	NOUN
cblr-1758	871	105	practices	practice	NOUN
cblr-1758	871	106	act	act	PROPN
cblr-1758	871	107	]	]	PUNCT
cblr-1758	871	108	would	would	AUX
cblr-1758	871	109	also	also	ADV
cblr-1758	871	110	assist	assist	VERB
cblr-1758	871	111	law	law	NOUN
cblr-1758	871	112	enforcement	enforcement	NOUN
cblr-1758	871	113	”	"	PUNCT
cblr-1758	871	114	because	because	SCONJ
cblr-1758	871	115	“	"	PUNCT
cblr-1758	871	116	if	if	SCONJ
cblr-1758	871	117	floor	floor	NOUN
cblr-1758	871	118	traders	trader	NOUN
cblr-1758	871	119	collude	collude	VERB
cblr-1758	871	120	with	with	ADP
cblr-1758	871	121	brokers	broker	NOUN
cblr-1758	871	122	in	in	ADP
cblr-1758	871	123	violation	violation	NOUN
cblr-1758	871	124	of	of	ADP
cblr-1758	871	125	the	the	DET
cblr-1758	871	126	[	[	X
cblr-1758	871	127	cea	cea	PROPN
cblr-1758	871	128	]	]	X
cblr-1758	871	129	or	or	CCONJ
cblr-1758	871	130	of	of	ADP
cblr-1758	871	131	[	[	PUNCT
cblr-1758	871	132	cftc	cftc	PROPN
cblr-1758	871	133	]	]	PUNCT
cblr-1758	871	134	regulations	regulation	NOUN
cblr-1758	871	135	,	,	PUNCT
cblr-1758	871	136	they	they	PRON
cblr-1758	871	137	should	should	AUX
cblr-1758	871	138	be	be	AUX
cblr-1758	871	139	subject	subject	ADJ
cblr-1758	871	140	to	to	ADP
cblr-1758	871	141	the	the	DET
cblr-1758	871	142	same	same	ADJ
cblr-1758	871	143	regulatory	regulatory	ADJ
cblr-1758	871	144	sanctions	sanction	NOUN
cblr-1758	871	145	[	[	PUNCT
cblr-1758	871	146	as	as	ADP
cblr-1758	871	147	regulated	regulated	ADJ
cblr-1758	871	148	intermediaries].”229	intermediaries].”229	NOUN
cblr-1758	871	149	the	the	DET
cblr-1758	871	150	central	central	ADJ
cblr-1758	871	151	goal	goal	NOUN
cblr-1758	871	152	of	of	ADP
cblr-1758	871	153	registration	registration	NOUN
cblr-1758	871	154	is	be	AUX
cblr-1758	871	155	to	to	PART
cblr-1758	871	156	assure	assure	VERB
cblr-1758	871	157	that	that	SCONJ
cblr-1758	871	158	these	these	DET
cblr-1758	871	159	individuals	individual	NOUN
cblr-1758	871	160	face	face	VERB
cblr-1758	871	161	the	the	DET
cblr-1758	871	162	same	same	ADJ
cblr-1758	871	163	background	background	NOUN
cblr-1758	871	164	fitness	fitness	NOUN
cblr-1758	871	165	checks	check	NOUN
cblr-1758	871	166	as	as	ADP
cblr-1758	871	167	other	other	ADJ
cblr-1758	871	168	cftc	cftc	PROPN
cblr-1758	871	169	registrants	registrant	NOUN
cblr-1758	871	170	and	and	CCONJ
cblr-1758	871	171	to	to	PART
cblr-1758	871	172	allow	allow	VERB
cblr-1758	871	173	the	the	DET
cblr-1758	871	174	226	226	NUM
cblr-1758	871	175	see	see	NOUN
cblr-1758	871	176	christopher	christopher	PROPN
cblr-1758	871	177	drew	draw	VERB
cblr-1758	871	178	&	&	CCONJ
cblr-1758	871	179	sallie	sallie	PROPN
cblr-1758	871	180	gaines	gaines	PROPN
cblr-1758	871	181	,	,	PUNCT
cblr-1758	871	182	no	no	DET
cblr-1758	871	183	long	long	ADJ
cblr-1758	871	184	-	-	PUNCT
cblr-1758	871	185	term	term	NOUN
cblr-1758	871	186	damage	damage	NOUN
cblr-1758	871	187	,	,	PUNCT
cblr-1758	871	188	merc	merc	PROPN
cblr-1758	871	189	exec	exec	NOUN
cblr-1758	871	190	says	say	VERB
cblr-1758	871	191	,	,	PUNCT
cblr-1758	871	192	chi	chi	PROPN
cblr-1758	871	193	.	.	PUNCT
cblr-1758	872	1	trib	trib	PROPN
cblr-1758	872	2	.	.	PROPN
cblr-1758	872	3	,	,	PUNCT
cblr-1758	872	4	aug	aug	PROPN
cblr-1758	872	5	.	.	PROPN
cblr-1758	872	6	4	4	NUM
cblr-1758	872	7	,	,	PUNCT
cblr-1758	872	8	1989	1989	NUM
cblr-1758	872	9	,	,	PUNCT
cblr-1758	872	10	at	at	ADP
cblr-1758	872	11	a1	a1	NOUN
cblr-1758	872	12	;	;	PUNCT
cblr-1758	872	13	sallie	sallie	PROPN
cblr-1758	872	14	gaines	gaines	PROPN
cblr-1758	872	15	,	,	PUNCT
cblr-1758	872	16	more	more	ADJ
cblr-1758	872	17	trading	trading	NOUN
cblr-1758	872	18	rules	rule	NOUN
cblr-1758	872	19	expected	expect	VERB
cblr-1758	872	20	,	,	PUNCT
cblr-1758	872	21	chi	chi	PROPN
cblr-1758	872	22	.	.	PUNCT
cblr-1758	873	1	trib	trib	PROPN
cblr-1758	873	2	.	.	PROPN
cblr-1758	873	3	,	,	PUNCT
cblr-1758	873	4	aug	aug	PROPN
cblr-1758	873	5	.	.	PROPN
cblr-1758	873	6	5	5	NUM
cblr-1758	873	7	,	,	PUNCT
cblr-1758	873	8	1989	1989	NUM
cblr-1758	873	9	,	,	PUNCT
cblr-1758	873	10	at	at	ADP
cblr-1758	873	11	a8	a8	PROPN
cblr-1758	873	12	;	;	PUNCT
cblr-1758	873	13	steve	steve	PROPN
cblr-1758	873	14	johnson	johnson	PROPN
cblr-1758	873	15	,	,	PUNCT
cblr-1758	873	16	trading	trade	VERB
cblr-1758	873	17	on	on	ADP
cblr-1758	873	18	dishonesty	dishonesty	NOUN
cblr-1758	873	19	,	,	PUNCT
cblr-1758	873	20	chi	chi	PROPN
cblr-1758	873	21	.	.	PUNCT
cblr-1758	874	1	trib	trib	PROPN
cblr-1758	874	2	.	.	PROPN
cblr-1758	874	3	,	,	PUNCT
cblr-1758	874	4	aug	aug	PROPN
cblr-1758	874	5	.	.	PROPN
cblr-1758	874	6	13	13	NUM
cblr-1758	874	7	,	,	PUNCT
cblr-1758	874	8	1989	1989	NUM
cblr-1758	874	9	,	,	PUNCT
cblr-1758	874	10	at	at	ADP
cblr-1758	874	11	f1	f1	NOUN
cblr-1758	874	12	.	.	PUNCT
cblr-1758	875	1	227	227	NUM
cblr-1758	875	2	see	see	VERB
cblr-1758	875	3	steve	steve	PROPN
cblr-1758	875	4	johnson	johnson	PROPN
cblr-1758	875	5	,	,	PUNCT
cblr-1758	875	6	trading	trade	VERB
cblr-1758	875	7	on	on	ADP
cblr-1758	875	8	dishonesty	dishonesty	NOUN
cblr-1758	875	9	,	,	PUNCT
cblr-1758	875	10	chi	chi	PROPN
cblr-1758	875	11	.	.	PUNCT
cblr-1758	876	1	trib	trib	PROPN
cblr-1758	876	2	.	.	PROPN
cblr-1758	876	3	,	,	PUNCT
cblr-1758	876	4	aug	aug	PROPN
cblr-1758	876	5	.	.	PROPN
cblr-1758	876	6	13	13	NUM
cblr-1758	876	7	,	,	PUNCT
cblr-1758	876	8	1989	1989	NUM
cblr-1758	876	9	,	,	PUNCT
cblr-1758	876	10	at	at	ADP
cblr-1758	876	11	f1	f1	NOUN
cblr-1758	876	12	.	.	PUNCT
cblr-1758	877	1	228	228	NUM
cblr-1758	877	2	see	see	VERB
cblr-1758	877	3	,	,	PUNCT
cblr-1758	877	4	e.g.	e.g.	ADV
cblr-1758	877	5	,	,	PUNCT
cblr-1758	877	6	135	135	NUM
cblr-1758	877	7	cong	cong	NOUN
cblr-1758	877	8	.	.	PUNCT
cblr-1758	878	1	rec	rec	PROPN
cblr-1758	878	2	.	.	PROPN
cblr-1758	878	3	20,349	20,349	NUM
cblr-1758	878	4	(	(	PUNCT
cblr-1758	878	5	sept	sept	PROPN
cblr-1758	878	6	.	.	PROPN
cblr-1758	878	7	13	13	NUM
cblr-1758	878	8	,	,	PUNCT
cblr-1758	878	9	1989	1989	NUM
cblr-1758	878	10	)	)	PUNCT
cblr-1758	878	11	(	(	PUNCT
cblr-1758	878	12	statement	statement	NOUN
cblr-1758	878	13	of	of	ADP
cblr-1758	878	14	rep	rep	PROPN
cblr-1758	878	15	.	.	PROPN
cblr-1758	878	16	virginia	virginia	PROPN
cblr-1758	878	17	smith	smith	PROPN
cblr-1758	878	18	)	)	PUNCT
cblr-1758	878	19	(	(	PUNCT
cblr-1758	878	20	“	"	PUNCT
cblr-1758	878	21	i	i	PRON
cblr-1758	878	22	believe	believe	VERB
cblr-1758	878	23	that	that	SCONJ
cblr-1758	878	24	requiring	require	VERB
cblr-1758	878	25	all	all	DET
cblr-1758	878	26	floor	floor	NOUN
cblr-1758	878	27	traders	trader	NOUN
cblr-1758	878	28	to	to	PART
cblr-1758	878	29	register	register	VERB
cblr-1758	878	30	with	with	ADP
cblr-1758	878	31	the	the	DET
cblr-1758	878	32	commodity	commodity	NOUN
cblr-1758	878	33	futures	futures	PROPN
cblr-1758	878	34	trading	trading	PROPN
cblr-1758	878	35	commission	commission	NOUN
cblr-1758	878	36	,	,	PUNCT
cblr-1758	878	37	and	and	CCONJ
cblr-1758	878	38	strengthening	strengthen	VERB
cblr-1758	878	39	the	the	DET
cblr-1758	878	40	commission	commission	NOUN
cblr-1758	878	41	’s	’s	PART
cblr-1758	878	42	ability	ability	NOUN
cblr-1758	878	43	to	to	PART
cblr-1758	878	44	oversee	oversee	VERB
cblr-1758	878	45	trading	trading	NOUN
cblr-1758	878	46	activities	activity	NOUN
cblr-1758	878	47	is	be	AUX
cblr-1758	878	48	one	one	NUM
cblr-1758	878	49	of	of	ADP
cblr-1758	878	50	the	the	DET
cblr-1758	878	51	most	most	ADV
cblr-1758	878	52	positive	positive	ADJ
cblr-1758	878	53	aspects	aspect	NOUN
cblr-1758	878	54	of	of	ADP
cblr-1758	878	55	this	this	DET
cblr-1758	878	56	legislation	legislation	NOUN
cblr-1758	878	57	.	.	PUNCT
cblr-1758	878	58	”	"	PUNCT
cblr-1758	878	59	)	)	PUNCT
cblr-1758	878	60	.	.	PUNCT
cblr-1758	879	1	229	229	NUM
cblr-1758	880	1	i	i	PRON
cblr-1758	880	2	d.	d.	PROPN
cblr-1758	880	3	at	at	ADP
cblr-1758	880	4	20,333	20,333	NUM
cblr-1758	880	5	(	(	PUNCT
cblr-1758	880	6	statement	statement	NOUN
cblr-1758	880	7	of	of	ADP
cblr-1758	880	8	rep	rep	PROPN
cblr-1758	880	9	.	.	PROPN
cblr-1758	880	10	de	de	PROPN
cblr-1758	880	11	la	la	PROPN
cblr-1758	880	12	garza	garza	PROPN
cblr-1758	880	13	,	,	PUNCT
cblr-1758	880	14	quoting	quote	VERB
cblr-1758	880	15	letter	letter	NOUN
cblr-1758	880	16	of	of	ADP
cblr-1758	880	17	cftc	cftc	PROPN
cblr-1758	880	18	chair	chair	PROPN
cblr-1758	880	19	wendy	wendy	PROPN
cblr-1758	880	20	gramm	gramm	PROPN
cblr-1758	880	21	)	)	PUNCT
cblr-1758	880	22	.	.	PUNCT
cblr-1758	881	1	indeed	indeed	ADV
cblr-1758	881	2	,	,	PUNCT
cblr-1758	881	3	congress	congress	PROPN
cblr-1758	881	4	required	require	VERB
cblr-1758	881	5	the	the	DET
cblr-1758	881	6	registration	registration	NOUN
cblr-1758	881	7	of	of	ADP
cblr-1758	881	8	floor	floor	NOUN
cblr-1758	881	9	traders	trader	NOUN
cblr-1758	881	10	and	and	CCONJ
cblr-1758	881	11	broker	broker	NOUN
cblr-1758	881	12	associations	association	NOUN
cblr-1758	881	13	because	because	SCONJ
cblr-1758	881	14	the	the	DET
cblr-1758	881	15	1989	1989	NUM
cblr-1758	881	16	fbi	fbi	PROPN
cblr-1758	881	17	undercover	undercover	ADJ
cblr-1758	881	18	operation	operation	NOUN
cblr-1758	881	19	and	and	CCONJ
cblr-1758	881	20	related	related	ADJ
cblr-1758	881	21	indictments	indictment	NOUN
cblr-1758	881	22	revealed	reveal	VERB
cblr-1758	881	23	that	that	SCONJ
cblr-1758	881	24	floor	floor	NOUN
cblr-1758	881	25	traders	trader	NOUN
cblr-1758	881	26	,	,	PUNCT
cblr-1758	881	27	as	as	ADV
cblr-1758	881	28	well	well	ADV
cblr-1758	881	29	as	as	ADP
cblr-1758	881	30	groups	group	NOUN
cblr-1758	881	31	of	of	ADP
cblr-1758	881	32	floor	floor	NOUN
cblr-1758	881	33	traders	trader	NOUN
cblr-1758	881	34	and	and	CCONJ
cblr-1758	881	35	floor	floor	NOUN
cblr-1758	881	36	brokers	broker	NOUN
cblr-1758	881	37	,	,	PUNCT
cblr-1758	881	38	would	would	AUX
cblr-1758	881	39	collude	collude	VERB
cblr-1758	881	40	and	and	CCONJ
cblr-1758	881	41	otherwise	otherwise	ADV
cblr-1758	881	42	help	help	VERB
cblr-1758	881	43	their	their	PRON
cblr-1758	881	44	colleagues	colleague	NOUN
cblr-1758	881	45	engage	engage	VERB
cblr-1758	881	46	in	in	ADP
cblr-1758	881	47	improper	improper	ADJ
cblr-1758	881	48	activities	activity	NOUN
cblr-1758	881	49	.	.	PUNCT
cblr-1758	882	1	see	see	VERB
cblr-1758	882	2	2	2	NUM
cblr-1758	882	3	johnson	johnson	PROPN
cblr-1758	882	4	&	&	CCONJ
cblr-1758	882	5	hazen	hazen	PROPN
cblr-1758	882	6	,	,	PUNCT
cblr-1758	882	7	supra	supra	PROPN
cblr-1758	882	8	note	note	NOUN
cblr-1758	882	9	47	47	NUM
cblr-1758	882	10	,	,	PUNCT
cblr-1758	882	11	§	§	PROPN
cblr-1758	882	12	3.02[14	3.02[14	NUM
cblr-1758	882	13	]	]	PUNCT
cblr-1758	882	14	,	,	PUNCT
cblr-1758	882	15	at	at	ADP
cblr-1758	882	16	650	650	NUM
cblr-1758	882	17	.	.	PUNCT
cblr-1758	883	1	scopino	scopino	PROPN
cblr-1758	883	2	–	–	PUNCT
cblr-1758	883	3	final	final	ADJ
cblr-1758	883	4	494	494	NUM
cblr-1758	883	5	columbia	columbia	PROPN
cblr-1758	883	6	business	business	NOUN
cblr-1758	883	7	law	law	PROPN
cblr-1758	883	8	review	review	NOUN
cblr-1758	884	1	[	[	X
cblr-1758	884	2	vol	vol	NOUN
cblr-1758	884	3	.	.	NOUN
cblr-1758	884	4	2015	2015	NUM
cblr-1758	884	5	cftc	cftc	PROPN
cblr-1758	884	6	to	to	PART
cblr-1758	884	7	suspend	suspend	VERB
cblr-1758	884	8	or	or	CCONJ
cblr-1758	884	9	revoke	revoke	VERB
cblr-1758	884	10	the	the	DET
cblr-1758	884	11	person	person	NOUN
cblr-1758	884	12	’s	’s	PART
cblr-1758	884	13	registration	registration	NOUN
cblr-1758	884	14	in	in	ADP
cblr-1758	884	15	appropriate	appropriate	ADJ
cblr-1758	884	16	cases.230	cases.230	PROPN
cblr-1758	884	17	iv	iv	NUM
cblr-1758	884	18	.	.	PUNCT
cblr-1758	884	19	recommended	recommend	VERB
cblr-1758	884	20	statutory	statutory	ADJ
cblr-1758	884	21	and	and	CCONJ
cblr-1758	884	22	regulatory	regulatory	ADJ
cblr-1758	884	23	changes	change	NOUN
cblr-1758	884	24	based	base	VERB
cblr-1758	884	25	on	on	ADP
cblr-1758	884	26	the	the	DET
cblr-1758	884	27	descriptions	description	NOUN
cblr-1758	884	28	of	of	ADP
cblr-1758	884	29	the	the	DET
cblr-1758	884	30	intermediary	intermediary	ADJ
cblr-1758	884	31	categories	category	NOUN
cblr-1758	884	32	,	,	PUNCT
cblr-1758	884	33	cftc	cftc	NOUN
cblr-1758	884	34	-	-	PUNCT
cblr-1758	884	35	regulated	regulate	VERB
cblr-1758	884	36	intermediaries	intermediary	NOUN
cblr-1758	884	37	engage	engage	VERB
cblr-1758	884	38	in	in	ADP
cblr-1758	884	39	the	the	DET
cblr-1758	884	40	following	follow	VERB
cblr-1758	884	41	kinds	kind	NOUN
cblr-1758	884	42	of	of	ADP
cblr-1758	884	43	activities	activity	NOUN
cblr-1758	884	44	:	:	PUNCT
cblr-1758	884	45	(	(	PUNCT
cblr-1758	884	46	1	1	X
cblr-1758	884	47	)	)	PUNCT
cblr-1758	884	48	placing	place	VERB
cblr-1758	884	49	trades	trade	NOUN
cblr-1758	884	50	in	in	ADP
cblr-1758	884	51	futures	future	NOUN
cblr-1758	884	52	and	and	CCONJ
cblr-1758	884	53	derivatives	derivative	NOUN
cblr-1758	884	54	(	(	PUNCT
cblr-1758	884	55	either	either	CCONJ
cblr-1758	884	56	based	base	VERB
cblr-1758	884	57	on	on	ADP
cblr-1758	884	58	one	one	NUM
cblr-1758	884	59	’s	’s	PART
cblr-1758	884	60	own	own	ADJ
cblr-1758	884	61	investment	investment	NOUN
cblr-1758	884	62	judgment	judgment	NOUN
cblr-1758	884	63	or	or	CCONJ
cblr-1758	884	64	at	at	ADP
cblr-1758	884	65	the	the	DET
cblr-1758	884	66	direction	direction	NOUN
cblr-1758	884	67	of	of	ADP
cblr-1758	884	68	a	a	DET
cblr-1758	884	69	customer	customer	NOUN
cblr-1758	884	70	or	or	CCONJ
cblr-1758	884	71	someone	someone	PRON
cblr-1758	884	72	else);231	else);231	NUM
cblr-1758	884	73	(	(	PUNCT
cblr-1758	884	74	2	2	X
cblr-1758	884	75	)	)	PUNCT
cblr-1758	884	76	providing	provide	VERB
cblr-1758	884	77	advice	advice	NOUN
cblr-1758	884	78	about	about	ADP
cblr-1758	884	79	trading	trading	NOUN
cblr-1758	884	80	futures	future	NOUN
cblr-1758	884	81	and	and	CCONJ
cblr-1758	884	82	derivatives;232	derivatives;232	PROPN
cblr-1758	884	83	(	(	PUNCT
cblr-1758	884	84	3	3	X
cblr-1758	884	85	)	)	PUNCT
cblr-1758	884	86	soliciting	soliciting	NOUN
cblr-1758	884	87	(	(	PUNCT
cblr-1758	884	88	i	i	NOUN
cblr-1758	884	89	)	)	PUNCT
cblr-1758	884	90	customers	customer	NOUN
cblr-1758	884	91	to	to	PART
cblr-1758	884	92	participate	participate	VERB
cblr-1758	884	93	in	in	ADP
cblr-1758	884	94	commodity	commodity	NOUN
cblr-1758	884	95	pools,233	pools,233	PROPN
cblr-1758	884	96	(	(	PUNCT
cblr-1758	884	97	ii	ii	NOUN
cblr-1758	884	98	)	)	PUNCT
cblr-1758	884	99	orders	order	NOUN
cblr-1758	884	100	for	for	ADP
cblr-1758	884	101	trades	trade	NOUN
cblr-1758	884	102	in	in	ADP
cblr-1758	884	103	derivatives,234	derivatives,234	PROPN
cblr-1758	884	104	and	and	CCONJ
cblr-1758	884	105	(	(	PUNCT
cblr-1758	884	106	iii	iii	NOUN
cblr-1758	884	107	)	)	PUNCT
cblr-1758	884	108	clients	client	NOUN
cblr-1758	884	109	’	'	PUNCT
cblr-1758	884	110	discretionary	discretionary	ADJ
cblr-1758	884	111	accounts;235	accounts;235	PROPN
cblr-1758	884	112	(	(	PUNCT
cblr-1758	884	113	4	4	X
cblr-1758	884	114	)	)	PUNCT
cblr-1758	884	115	accepting	accept	VERB
cblr-1758	884	116	orders	order	NOUN
cblr-1758	884	117	for	for	ADP
cblr-1758	884	118	trades	trade	NOUN
cblr-1758	884	119	and	and	CCONJ
cblr-1758	884	120	customer	customer	NOUN
cblr-1758	884	121	funds	fund	NOUN
cblr-1758	884	122	to	to	PART
cblr-1758	884	123	secure	secure	VERB
cblr-1758	884	124	trades;236	trades;236	PROPN
cblr-1758	884	125	and	and	CCONJ
cblr-1758	884	126	(	(	PUNCT
cblr-1758	884	127	5	5	X
cblr-1758	884	128	)	)	PUNCT
cblr-1758	884	129	handling	handle	VERB
cblr-1758	884	130	all	all	PRON
cblr-1758	884	131	of	of	ADP
cblr-1758	884	132	the	the	DET
cblr-1758	884	133	administrative	administrative	ADJ
cblr-1758	884	134	tasks	task	NOUN
cblr-1758	884	135	related	relate	VERB
cblr-1758	884	136	to	to	ADP
cblr-1758	884	137	,	,	PUNCT
cblr-1758	884	138	and	and	CCONJ
cblr-1758	884	139	otherwise	otherwise	ADV
cblr-1758	884	140	managing	manage	VERB
cblr-1758	884	141	,	,	PUNCT
cblr-1758	884	142	a	a	DET
cblr-1758	884	143	230	230	NUM
cblr-1758	884	144	registration	registration	NOUN
cblr-1758	884	145	of	of	ADP
cblr-1758	884	146	floor	floor	NOUN
cblr-1758	884	147	traders	trader	NOUN
cblr-1758	884	148	,	,	PUNCT
cblr-1758	884	149	58	58	NUM
cblr-1758	884	150	fed	fed	PROPN
cblr-1758	884	151	.	.	PUNCT
cblr-1758	885	1	reg	reg	PROPN
cblr-1758	885	2	.	.	PUNCT
cblr-1758	886	1	at	at	ADP
cblr-1758	886	2	19,576	19,576	NUM
cblr-1758	886	3	(	(	PUNCT
cblr-1758	886	4	citing	cite	VERB
cblr-1758	886	5	h.r	h.r	PROPN
cblr-1758	886	6	.	.	PROPN
cblr-1758	886	7	rep	rep	PROPN
cblr-1758	886	8	.	.	PROPN
cblr-1758	887	1	no	no	PROPN
cblr-1758	887	2	.	.	PROPN
cblr-1758	888	1	978	978	NUM
cblr-1758	888	2	(	(	PUNCT
cblr-1758	888	3	1992	1992	NUM
cblr-1758	888	4	)	)	PUNCT
cblr-1758	888	5	)	)	PUNCT
cblr-1758	888	6	.	.	PUNCT
cblr-1758	889	1	see	see	VERB
cblr-1758	889	2	also	also	ADV
cblr-1758	889	3	135	135	NUM
cblr-1758	889	4	cong	cong	NOUN
cblr-1758	889	5	.	.	PUNCT
cblr-1758	890	1	rec	rec	PROPN
cblr-1758	890	2	.	.	PROPN
cblr-1758	890	3	20,333	20,333	NUM
cblr-1758	890	4	(	(	PUNCT
cblr-1758	890	5	sept	sept	PROPN
cblr-1758	890	6	.	.	PROPN
cblr-1758	890	7	13	13	NUM
cblr-1758	890	8	,	,	PUNCT
cblr-1758	890	9	1989	1989	NUM
cblr-1758	890	10	)	)	PUNCT
cblr-1758	890	11	(	(	PUNCT
cblr-1758	890	12	statement	statement	NOUN
cblr-1758	890	13	of	of	ADP
cblr-1758	890	14	rep	rep	PROPN
cblr-1758	890	15	.	.	PROPN
cblr-1758	890	16	de	de	PROPN
cblr-1758	890	17	la	la	PROPN
cblr-1758	890	18	garza	garza	PROPN
cblr-1758	890	19	,	,	PUNCT
cblr-1758	890	20	quoting	quote	VERB
cblr-1758	890	21	letter	letter	NOUN
cblr-1758	890	22	of	of	ADP
cblr-1758	890	23	cftc	cftc	PROPN
cblr-1758	890	24	chair	chair	PROPN
cblr-1758	890	25	wendy	wendy	PROPN
cblr-1758	890	26	gramm	gramm	PROPN
cblr-1758	890	27	)	)	PUNCT
cblr-1758	890	28	(	(	PUNCT
cblr-1758	890	29	“	"	PUNCT
cblr-1758	890	30	by	by	ADP
cblr-1758	890	31	requiring	require	VERB
cblr-1758	890	32	floor	floor	NOUN
cblr-1758	890	33	trader	trader	NOUN
cblr-1758	890	34	[	[	X
cblr-1758	890	35	sic	sic	ADJ
cblr-1758	890	36	]	]	PUNCT
cblr-1758	890	37	to	to	PART
cblr-1758	890	38	register	register	VERB
cblr-1758	890	39	,	,	PUNCT
cblr-1758	890	40	the	the	DET
cblr-1758	890	41	bill	bill	NOUN
cblr-1758	890	42	would	would	AUX
cblr-1758	890	43	subject	subject	VERB
cblr-1758	890	44	them	they	PRON
cblr-1758	890	45	to	to	ADP
cblr-1758	890	46	statutory	statutory	ADJ
cblr-1758	890	47	disqualification	disqualification	NOUN
cblr-1758	890	48	and	and	CCONJ
cblr-1758	890	49	fitness	fitness	NOUN
cblr-1758	890	50	requirements	requirement	NOUN
cblr-1758	890	51	like	like	ADP
cblr-1758	890	52	other	other	ADJ
cblr-1758	890	53	registrants	registrant	NOUN
cblr-1758	890	54	.	.	PUNCT
cblr-1758	890	55	”	"	PUNCT
cblr-1758	890	56	)	)	PUNCT
cblr-1758	890	57	.	.	PUNCT
cblr-1758	891	1	231	231	NUM
cblr-1758	891	2	see	see	VERB
cblr-1758	891	3	cea	cea	PROPN
cblr-1758	891	4	§	§	PROPN
cblr-1758	891	5	1a(22	1a(22	PROPN
cblr-1758	891	6	)	)	PUNCT
cblr-1758	891	7	,	,	PUNCT
cblr-1758	891	8	7	7	NUM
cblr-1758	891	9	u.s.c	u.s.c	ADJ
cblr-1758	891	10	.	.	PUNCT
cblr-1758	892	1	§	§	PROPN
cblr-1758	892	2	1a(22	1a(22	NUM
cblr-1758	892	3	)	)	PUNCT
cblr-1758	892	4	(	(	PUNCT
cblr-1758	892	5	2012	2012	NUM
cblr-1758	892	6	)	)	PUNCT
cblr-1758	892	7	(	(	PUNCT
cblr-1758	892	8	defining	define	VERB
cblr-1758	892	9	“	"	PUNCT
cblr-1758	892	10	floor	floor	NOUN
cblr-1758	892	11	broker	broker	NOUN
cblr-1758	892	12	”	"	PUNCT
cblr-1758	892	13	)	)	PUNCT
cblr-1758	892	14	;	;	PUNCT
cblr-1758	892	15	i	i	PRON
cblr-1758	892	16	d.	d.	PROPN
cblr-1758	892	17	at	at	ADP
cblr-1758	892	18	§	§	PROPN
cblr-1758	892	19	1a(23	1a(23	NUM
cblr-1758	892	20	)	)	PUNCT
cblr-1758	892	21	(	(	PUNCT
cblr-1758	892	22	defining	define	VERB
cblr-1758	892	23	“	"	PUNCT
cblr-1758	892	24	floor	floor	NOUN
cblr-1758	892	25	trader	trader	NOUN
cblr-1758	892	26	”	"	PUNCT
cblr-1758	892	27	)	)	PUNCT
cblr-1758	892	28	;	;	PUNCT
cblr-1758	892	29	i	i	PRON
cblr-1758	892	30	d.	d.	PROPN
cblr-1758	892	31	at	at	ADP
cblr-1758	892	32	§	§	PROPN
cblr-1758	892	33	1a(28	1a(28	NUM
cblr-1758	892	34	)	)	PUNCT
cblr-1758	892	35	(	(	PUNCT
cblr-1758	892	36	defining	define	VERB
cblr-1758	892	37	“	"	PUNCT
cblr-1758	892	38	futures	future	NOUN
cblr-1758	892	39	commission	commission	NOUN
cblr-1758	892	40	merchant	merchant	NOUN
cblr-1758	892	41	”	"	PUNCT
cblr-1758	892	42	)	)	PUNCT
cblr-1758	892	43	.	.	PUNCT
cblr-1758	893	1	232	232	NUM
cblr-1758	893	2	see	see	VERB
cblr-1758	893	3	cea	cea	PROPN
cblr-1758	893	4	§	§	PROPN
cblr-1758	893	5	1a(12	1a(12	PROPN
cblr-1758	893	6	)	)	PUNCT
cblr-1758	893	7	,	,	PUNCT
cblr-1758	893	8	7	7	NUM
cblr-1758	893	9	u.s.c	u.s.c	ADJ
cblr-1758	893	10	.	.	PUNCT
cblr-1758	894	1	§	§	PROPN
cblr-1758	894	2	1a(12	1a(12	PROPN
cblr-1758	894	3	)	)	PUNCT
cblr-1758	894	4	(	(	PUNCT
cblr-1758	894	5	2012	2012	NUM
cblr-1758	894	6	)	)	PUNCT
cblr-1758	894	7	(	(	PUNCT
cblr-1758	894	8	defining	define	VERB
cblr-1758	894	9	“	"	PUNCT
cblr-1758	894	10	commodity	commodity	NOUN
cblr-1758	894	11	trading	trading	NOUN
cblr-1758	894	12	advisor	advisor	NOUN
cblr-1758	894	13	”	"	PUNCT
cblr-1758	894	14	)	)	PUNCT
cblr-1758	894	15	;	;	PUNCT
cblr-1758	894	16	17	17	NUM
cblr-1758	894	17	c.f.r	c.f.r	NOUN
cblr-1758	894	18	.	.	PUNCT
cblr-1758	895	1	§	§	PROPN
cblr-1758	895	2	1.3(aa)(4	1.3(aa)(4	PROPN
cblr-1758	895	3	)	)	PUNCT
cblr-1758	895	4	(	(	PUNCT
cblr-1758	895	5	2014	2014	NUM
cblr-1758	895	6	)	)	PUNCT
cblr-1758	895	7	(	(	PUNCT
cblr-1758	895	8	defining	define	VERB
cblr-1758	895	9	“	"	PUNCT
cblr-1758	895	10	associated	associated	ADJ
cblr-1758	895	11	person	person	NOUN
cblr-1758	895	12	”	"	PUNCT
cblr-1758	895	13	with	with	ADP
cblr-1758	895	14	respect	respect	NOUN
cblr-1758	895	15	to	to	ADP
cblr-1758	895	16	a	a	DET
cblr-1758	895	17	commodity	commodity	NOUN
cblr-1758	895	18	trading	trading	NOUN
cblr-1758	895	19	advisor	advisor	NOUN
cblr-1758	895	20	)	)	PUNCT
cblr-1758	895	21	.	.	PUNCT
cblr-1758	896	1	233	233	NUM
cblr-1758	896	2	see	see	VERB
cblr-1758	896	3	cea	cea	PROPN
cblr-1758	896	4	§	§	PROPN
cblr-1758	896	5	1a(11	1a(11	NUM
cblr-1758	896	6	)	)	PUNCT
cblr-1758	896	7	,	,	PUNCT
cblr-1758	896	8	7	7	NUM
cblr-1758	896	9	u.s.c	u.s.c	ADJ
cblr-1758	896	10	.	.	PUNCT
cblr-1758	897	1	§	§	PROPN
cblr-1758	897	2	1a(11	1a(11	NUM
cblr-1758	897	3	)	)	PUNCT
cblr-1758	897	4	(	(	PUNCT
cblr-1758	897	5	2012	2012	NUM
cblr-1758	897	6	)	)	PUNCT
cblr-1758	897	7	(	(	PUNCT
cblr-1758	897	8	defining	define	VERB
cblr-1758	897	9	“	"	PUNCT
cblr-1758	897	10	commodity	commodity	NOUN
cblr-1758	897	11	pool	pool	NOUN
cblr-1758	897	12	operator	operator	NOUN
cblr-1758	897	13	”	"	PUNCT
cblr-1758	897	14	)	)	PUNCT
cblr-1758	897	15	;	;	PUNCT
cblr-1758	897	16	17	17	NUM
cblr-1758	897	17	c.f.r	c.f.r	NOUN
cblr-1758	897	18	.	.	PUNCT
cblr-1758	898	1	§	§	PROPN
cblr-1758	898	2	1.3(aa)(3	1.3(aa)(3	NUM
cblr-1758	898	3	)	)	PUNCT
cblr-1758	898	4	(	(	PUNCT
cblr-1758	898	5	2014	2014	NUM
cblr-1758	898	6	)	)	PUNCT
cblr-1758	898	7	(	(	PUNCT
cblr-1758	898	8	defining	define	VERB
cblr-1758	898	9	“	"	PUNCT
cblr-1758	898	10	associated	associated	ADJ
cblr-1758	898	11	person	person	NOUN
cblr-1758	898	12	”	"	PUNCT
cblr-1758	898	13	with	with	ADP
cblr-1758	898	14	respect	respect	NOUN
cblr-1758	898	15	to	to	ADP
cblr-1758	898	16	a	a	DET
cblr-1758	898	17	commodity	commodity	NOUN
cblr-1758	898	18	pool	pool	NOUN
cblr-1758	898	19	operator	operator	NOUN
cblr-1758	898	20	)	)	PUNCT
cblr-1758	898	21	.	.	PUNCT
cblr-1758	899	1	234	234	NUM
cblr-1758	899	2	see	see	VERB
cblr-1758	899	3	cea	cea	PROPN
cblr-1758	899	4	§	§	PROPN
cblr-1758	899	5	1a(28	1a(28	NUM
cblr-1758	899	6	)	)	PUNCT
cblr-1758	899	7	,	,	PUNCT
cblr-1758	899	8	7	7	NUM
cblr-1758	899	9	u.s.c	u.s.c	ADJ
cblr-1758	899	10	.	.	PUNCT
cblr-1758	900	1	§	§	PROPN
cblr-1758	900	2	1a(28	1a(28	NUM
cblr-1758	900	3	)	)	PUNCT
cblr-1758	900	4	(	(	PUNCT
cblr-1758	900	5	2012	2012	NUM
cblr-1758	900	6	)	)	PUNCT
cblr-1758	900	7	(	(	PUNCT
cblr-1758	900	8	defining	define	VERB
cblr-1758	900	9	“	"	PUNCT
cblr-1758	900	10	futures	future	NOUN
cblr-1758	900	11	commission	commission	NOUN
cblr-1758	900	12	merchant	merchant	NOUN
cblr-1758	900	13	”	"	PUNCT
cblr-1758	900	14	)	)	PUNCT
cblr-1758	900	15	;	;	PUNCT
cblr-1758	900	16	cea	cea	PROPN
cblr-1758	900	17	§	§	PROPN
cblr-1758	900	18	1a(31	1a(31	NUM
cblr-1758	900	19	)	)	PUNCT
cblr-1758	900	20	,	,	PUNCT
cblr-1758	900	21	7	7	NUM
cblr-1758	900	22	u.s.c	u.s.c	ADJ
cblr-1758	900	23	.	.	PUNCT
cblr-1758	901	1	§	§	PROPN
cblr-1758	901	2	1a(31	1a(31	NUM
cblr-1758	901	3	)	)	PUNCT
cblr-1758	901	4	(	(	PUNCT
cblr-1758	901	5	2012	2012	NUM
cblr-1758	901	6	)	)	PUNCT
cblr-1758	901	7	(	(	PUNCT
cblr-1758	901	8	defining	define	VERB
cblr-1758	901	9	“	"	PUNCT
cblr-1758	901	10	introducing	introduce	VERB
cblr-1758	901	11	broker	broker	NOUN
cblr-1758	901	12	”	"	PUNCT
cblr-1758	901	13	)	)	PUNCT
cblr-1758	901	14	;	;	PUNCT
cblr-1758	901	15	17	17	NUM
cblr-1758	901	16	c.f.r	c.f.r	NOUN
cblr-1758	901	17	.	.	PUNCT
cblr-1758	902	1	§	§	PROPN
cblr-1758	902	2	1.3(aa	1.3(aa	NUM
cblr-1758	902	3	)	)	PUNCT
cblr-1758	902	4	(	(	PUNCT
cblr-1758	902	5	2014	2014	NUM
cblr-1758	902	6	)	)	PUNCT
cblr-1758	902	7	(	(	PUNCT
cblr-1758	902	8	defining	define	VERB
cblr-1758	902	9	“	"	PUNCT
cblr-1758	902	10	associated	associated	ADJ
cblr-1758	902	11	person	person	NOUN
cblr-1758	902	12	”	"	PUNCT
cblr-1758	902	13	)	)	PUNCT
cblr-1758	902	14	.	.	PUNCT
cblr-1758	903	1	235	235	NUM
cblr-1758	903	2	see	see	VERB
cblr-1758	903	3	17	17	NUM
cblr-1758	903	4	c.f.r	c.f.r	NOUN
cblr-1758	903	5	.	.	PUNCT
cblr-1758	904	1	§	§	PROPN
cblr-1758	904	2	1.3(aa)(4	1.3(aa)(4	PROPN
cblr-1758	904	3	)	)	PUNCT
cblr-1758	904	4	(	(	PUNCT
cblr-1758	904	5	2014	2014	NUM
cblr-1758	904	6	)	)	PUNCT
cblr-1758	904	7	(	(	PUNCT
cblr-1758	904	8	defining	define	VERB
cblr-1758	904	9	“	"	PUNCT
cblr-1758	904	10	associated	associated	ADJ
cblr-1758	904	11	person	person	NOUN
cblr-1758	904	12	”	"	PUNCT
cblr-1758	904	13	with	with	ADP
cblr-1758	904	14	respect	respect	NOUN
cblr-1758	904	15	to	to	ADP
cblr-1758	904	16	a	a	DET
cblr-1758	904	17	commodity	commodity	NOUN
cblr-1758	904	18	trading	trading	NOUN
cblr-1758	904	19	advisor	advisor	NOUN
cblr-1758	904	20	)	)	PUNCT
cblr-1758	904	21	.	.	PUNCT
cblr-1758	905	1	236	236	NUM
cblr-1758	905	2	see	see	VERB
cblr-1758	905	3	cea	cea	PROPN
cblr-1758	905	4	§	§	PROPN
cblr-1758	905	5	1a(31	1a(31	NUM
cblr-1758	905	6	)	)	PUNCT
cblr-1758	905	7	,	,	PUNCT
cblr-1758	905	8	7	7	NUM
cblr-1758	905	9	u.s.c	u.s.c	ADJ
cblr-1758	905	10	.	.	PUNCT
cblr-1758	906	1	§	§	PROPN
cblr-1758	906	2	1a(31	1a(31	NUM
cblr-1758	906	3	)	)	PUNCT
cblr-1758	906	4	(	(	PUNCT
cblr-1758	906	5	2012	2012	NUM
cblr-1758	906	6	)	)	PUNCT
cblr-1758	906	7	(	(	PUNCT
cblr-1758	906	8	defining	define	VERB
cblr-1758	906	9	“	"	PUNCT
cblr-1758	906	10	introducing	introduce	VERB
cblr-1758	906	11	broker	broker	NOUN
cblr-1758	906	12	”	"	PUNCT
cblr-1758	906	13	)	)	PUNCT
cblr-1758	906	14	.	.	PUNCT
cblr-1758	907	1	scopino	scopino	PROPN
cblr-1758	907	2	–	–	PUNCT
cblr-1758	907	3	final	final	ADJ
cblr-1758	907	4	no	no	NOUN
cblr-1758	907	5	.	.	PUNCT
cblr-1758	908	1	2:439	2:439	NUM
cblr-1758	908	2	]	]	X
cblr-1758	908	3	the	the	DET
cblr-1758	908	4	second	second	ADJ
cblr-1758	908	5	machine	machine	NOUN
cblr-1758	908	6	age	age	NOUN
cblr-1758	908	7	495	495	NUM
cblr-1758	908	8	commodity	commodity	NOUN
cblr-1758	908	9	pool.237	pool.237	PROPN
cblr-1758	908	10	computers	computer	NOUN
cblr-1758	908	11	and	and	CCONJ
cblr-1758	908	12	software	software	NOUN
cblr-1758	908	13	programs	program	NOUN
cblr-1758	908	14	can	can	AUX
cblr-1758	908	15	,	,	PUNCT
cblr-1758	908	16	or	or	CCONJ
cblr-1758	908	17	soon	soon	ADV
cblr-1758	908	18	will	will	AUX
cblr-1758	908	19	be	be	AUX
cblr-1758	908	20	able	able	ADJ
cblr-1758	908	21	to	to	PART
cblr-1758	908	22	,	,	PUNCT
cblr-1758	908	23	independently	independently	ADV
cblr-1758	908	24	do	do	VERB
cblr-1758	908	25	all	all	PRON
cblr-1758	908	26	of	of	ADP
cblr-1758	908	27	the	the	DET
cblr-1758	908	28	foregoing	forego	VERB
cblr-1758	908	29	activities	activity	NOUN
cblr-1758	908	30	.	.	PUNCT
cblr-1758	909	1	as	as	ADP
cblr-1758	909	2	such	such	ADJ
cblr-1758	909	3	,	,	PUNCT
cblr-1758	909	4	the	the	DET
cblr-1758	909	5	legal	legal	ADJ
cblr-1758	909	6	and	and	CCONJ
cblr-1758	909	7	regulatory	regulatory	ADJ
cblr-1758	909	8	system	system	NOUN
cblr-1758	909	9	must	must	AUX
cblr-1758	909	10	be	be	AUX
cblr-1758	909	11	prepared	prepare	VERB
cblr-1758	909	12	for	for	ADP
cblr-1758	909	13	the	the	DET
cblr-1758	909	14	prospect	prospect	NOUN
cblr-1758	909	15	of	of	ADP
cblr-1758	909	16	digital	digital	ADJ
cblr-1758	909	17	intermediaries	intermediary	NOUN
cblr-1758	909	18	operating	operate	VERB
cblr-1758	909	19	in	in	ADP
cblr-1758	909	20	the	the	DET
cblr-1758	909	21	futures	future	NOUN
cblr-1758	909	22	markets	market	NOUN
cblr-1758	909	23	.	.	PUNCT
cblr-1758	910	1	as	as	SCONJ
cblr-1758	910	2	mentioned	mention	VERB
cblr-1758	910	3	previously	previously	ADV
cblr-1758	910	4	,	,	PUNCT
cblr-1758	910	5	the	the	DET
cblr-1758	910	6	questions	question	NOUN
cblr-1758	910	7	in	in	ADP
cblr-1758	910	8	the	the	DET
cblr-1758	910	9	cftc	cftc	PROPN
cblr-1758	910	10	’s	’s	PART
cblr-1758	910	11	concept	concept	NOUN
cblr-1758	910	12	release	release	NOUN
cblr-1758	910	13	point	point	NOUN
cblr-1758	910	14	to	to	ADP
cblr-1758	910	15	several	several	ADJ
cblr-1758	910	16	possible	possible	ADJ
cblr-1758	910	17	ways	way	NOUN
cblr-1758	910	18	to	to	PART
cblr-1758	910	19	accommodate	accommodate	VERB
cblr-1758	910	20	increased	increase	VERB
cblr-1758	910	21	automation	automation	NOUN
cblr-1758	910	22	in	in	ADP
cblr-1758	910	23	the	the	DET
cblr-1758	910	24	futures	future	NOUN
cblr-1758	910	25	markets	market	NOUN
cblr-1758	910	26	,	,	PUNCT
cblr-1758	910	27	including	include	VERB
cblr-1758	910	28	requiring	require	VERB
cblr-1758	910	29	firms	firm	NOUN
cblr-1758	910	30	that	that	PRON
cblr-1758	910	31	use	use	VERB
cblr-1758	910	32	atss	atss	NOUN
cblr-1758	910	33	to	to	PART
cblr-1758	910	34	register	register	VERB
cblr-1758	910	35	as	as	ADP
cblr-1758	910	36	floor	floor	NOUN
cblr-1758	910	37	traders	trader	NOUN
cblr-1758	910	38	or	or	CCONJ
cblr-1758	910	39	another	another	DET
cblr-1758	910	40	category	category	NOUN
cblr-1758	910	41	of	of	ADP
cblr-1758	910	42	regulated	regulated	ADJ
cblr-1758	910	43	intermediary	intermediary	NOUN
cblr-1758	910	44	;	;	PUNCT
cblr-1758	910	45	requiring	require	VERB
cblr-1758	910	46	software	software	NOUN
cblr-1758	910	47	firms	firm	NOUN
cblr-1758	910	48	that	that	PRON
cblr-1758	910	49	develop	develop	VERB
cblr-1758	910	50	algorithms	algorithm	NOUN
cblr-1758	910	51	for	for	ADP
cblr-1758	910	52	atss	atss	NOUN
cblr-1758	910	53	to	to	PART
cblr-1758	910	54	register	register	VERB
cblr-1758	910	55	(	(	PUNCT
cblr-1758	910	56	presumably	presumably	ADV
cblr-1758	910	57	as	as	ADP
cblr-1758	910	58	a	a	DET
cblr-1758	910	59	new	new	ADJ
cblr-1758	910	60	category	category	NOUN
cblr-1758	910	61	)	)	PUNCT
cblr-1758	910	62	;	;	PUNCT
cblr-1758	910	63	and	and	CCONJ
cblr-1758	910	64	requiring	require	VERB
cblr-1758	910	65	atss	atss	NOUN
cblr-1758	910	66	or	or	CCONJ
cblr-1758	910	67	algorithms	algorithm	NOUN
cblr-1758	910	68	to	to	PART
cblr-1758	910	69	be	be	AUX
cblr-1758	910	70	identified.238	identified.238	ADJ
cblr-1758	910	71	first	first	ADJ
cblr-1758	910	72	,	,	PUNCT
cblr-1758	910	73	part	part	NOUN
cblr-1758	910	74	iv	iv	NOUN
cblr-1758	910	75	of	of	ADP
cblr-1758	910	76	this	this	DET
cblr-1758	910	77	article	article	NOUN
cblr-1758	910	78	will	will	AUX
cblr-1758	910	79	analyze	analyze	VERB
cblr-1758	910	80	these	these	DET
cblr-1758	910	81	possible	possible	ADJ
cblr-1758	910	82	approaches	approach	NOUN
cblr-1758	910	83	under	under	ADP
cblr-1758	910	84	the	the	DET
cblr-1758	910	85	traditional	traditional	ADJ
cblr-1758	910	86	theoretical	theoretical	ADJ
cblr-1758	910	87	framework	framework	NOUN
cblr-1758	910	88	that	that	PRON
cblr-1758	910	89	congress	congress	PROPN
cblr-1758	910	90	has	have	AUX
cblr-1758	910	91	implicitly	implicitly	ADV
cblr-1758	910	92	employed	employ	VERB
cblr-1758	910	93	when	when	SCONJ
cblr-1758	910	94	deciding	decide	VERB
cblr-1758	910	95	whether	whether	SCONJ
cblr-1758	910	96	to	to	PART
cblr-1758	910	97	subject	subject	VERB
cblr-1758	910	98	a	a	DET
cblr-1758	910	99	new	new	ADJ
cblr-1758	910	100	category	category	NOUN
cblr-1758	910	101	of	of	ADP
cblr-1758	910	102	market	market	NOUN
cblr-1758	910	103	participant	participant	NOUN
cblr-1758	910	104	to	to	AUX
cblr-1758	910	105	compulsory	compulsory	VERB
cblr-1758	910	106	cftc	cftc	PROPN
cblr-1758	910	107	registration	registration	NOUN
cblr-1758	910	108	.	.	PUNCT
cblr-1758	911	1	second	second	ADJ
cblr-1758	911	2	,	,	PUNCT
cblr-1758	911	3	part	part	NOUN
cblr-1758	911	4	iv	iv	PRON
cblr-1758	911	5	will	will	AUX
cblr-1758	911	6	look	look	VERB
cblr-1758	911	7	beyond	beyond	ADP
cblr-1758	911	8	definitional	definitional	ADJ
cblr-1758	911	9	issues	issue	NOUN
cblr-1758	911	10	related	relate	VERB
cblr-1758	911	11	to	to	ADP
cblr-1758	911	12	intermediary	intermediary	ADJ
cblr-1758	911	13	categories	category	NOUN
cblr-1758	911	14	and	and	CCONJ
cblr-1758	911	15	consider	consider	VERB
cblr-1758	911	16	approaches	approach	NOUN
cblr-1758	911	17	suggested	suggest	VERB
cblr-1758	911	18	from	from	ADP
cblr-1758	911	19	legal	legal	ADJ
cblr-1758	911	20	and	and	CCONJ
cblr-1758	911	21	philosophical	philosophical	ADJ
cblr-1758	911	22	research	research	NOUN
cblr-1758	911	23	on	on	ADP
cblr-1758	911	24	autonomous	autonomous	ADJ
cblr-1758	911	25	artificial	artificial	ADJ
cblr-1758	911	26	agents	agent	NOUN
cblr-1758	911	27	.	.	PUNCT
cblr-1758	912	1	a.	a.	NOUN
cblr-1758	912	2	recommended	recommend	VERB
cblr-1758	912	3	expansion	expansion	NOUN
cblr-1758	912	4	of	of	ADP
cblr-1758	912	5	compulsory	compulsory	ADJ
cblr-1758	912	6	registration	registration	NOUN
cblr-1758	912	7	under	under	ADP
cblr-1758	912	8	the	the	DET
cblr-1758	912	9	traditional	traditional	ADJ
cblr-1758	912	10	approach	approach	NOUN
cblr-1758	912	11	as	as	SCONJ
cblr-1758	912	12	discussed	discuss	VERB
cblr-1758	912	13	,	,	PUNCT
cblr-1758	912	14	the	the	DET
cblr-1758	912	15	primary	primary	ADJ
cblr-1758	912	16	objectives	objective	NOUN
cblr-1758	912	17	of	of	ADP
cblr-1758	912	18	the	the	DET
cblr-1758	912	19	cea	cea	PROPN
cblr-1758	912	20	are	be	AUX
cblr-1758	912	21	to	to	PART
cblr-1758	912	22	reduce	reduce	VERB
cblr-1758	912	23	systemic	systemic	ADJ
cblr-1758	912	24	risk	risk	NOUN
cblr-1758	912	25	and	and	CCONJ
cblr-1758	912	26	to	to	PART
cblr-1758	912	27	prevent	prevent	VERB
cblr-1758	912	28	fraud	fraud	NOUN
cblr-1758	912	29	,	,	PUNCT
cblr-1758	912	30	market	market	NOUN
cblr-1758	912	31	manipulation	manipulation	NOUN
cblr-1758	912	32	,	,	PUNCT
cblr-1758	912	33	and	and	CCONJ
cblr-1758	912	34	abusive	abusive	ADJ
cblr-1758	912	35	trading	trading	NOUN
cblr-1758	912	36	practices.239	practices.239	VERB
cblr-1758	912	37	congress	congress	PROPN
cblr-1758	912	38	typically	typically	ADV
cblr-1758	912	39	subjects	subject	VERB
cblr-1758	912	40	a	a	DET
cblr-1758	912	41	new	new	ADJ
cblr-1758	912	42	category	category	NOUN
cblr-1758	912	43	of	of	ADP
cblr-1758	912	44	market	market	NOUN
cblr-1758	912	45	participant	participant	NOUN
cblr-1758	912	46	to	to	PART
cblr-1758	912	47	compulsory	compulsory	ADJ
cblr-1758	912	48	registration	registration	NOUN
cblr-1758	912	49	if	if	SCONJ
cblr-1758	912	50	circumstances	circumstance	NOUN
cblr-1758	912	51	reveal	reveal	VERB
cblr-1758	912	52	that	that	SCONJ
cblr-1758	912	53	a	a	DET
cblr-1758	912	54	specific	specific	ADJ
cblr-1758	912	55	group	group	NOUN
cblr-1758	912	56	of	of	ADP
cblr-1758	912	57	currently	currently	ADV
cblr-1758	912	58	unregulated	unregulated	ADJ
cblr-1758	912	59	market	market	NOUN
cblr-1758	912	60	participants	participant	NOUN
cblr-1758	912	61	have	have	AUX
cblr-1758	912	62	acted	act	VERB
cblr-1758	912	63	in	in	ADP
cblr-1758	912	64	ways	way	NOUN
cblr-1758	912	65	that	that	PRON
cblr-1758	912	66	increase	increase	VERB
cblr-1758	912	67	systemic	systemic	ADJ
cblr-1758	912	68	risk	risk	NOUN
cblr-1758	912	69	,	,	PUNCT
cblr-1758	912	70	defraud	defraud	VERB
cblr-1758	912	71	237	237	NUM
cblr-1758	912	72	see	see	VERB
cblr-1758	912	73	cea	cea	PROPN
cblr-1758	912	74	§	§	PROPN
cblr-1758	912	75	1a(11	1a(11	NUM
cblr-1758	912	76	)	)	PUNCT
cblr-1758	912	77	,	,	PUNCT
cblr-1758	912	78	7	7	NUM
cblr-1758	912	79	u.s.c	u.s.c	ADJ
cblr-1758	912	80	.	.	PUNCT
cblr-1758	913	1	§	§	PROPN
cblr-1758	913	2	1a(11	1a(11	NUM
cblr-1758	913	3	)	)	PUNCT
cblr-1758	913	4	(	(	PUNCT
cblr-1758	913	5	2012	2012	NUM
cblr-1758	913	6	)	)	PUNCT
cblr-1758	913	7	(	(	PUNCT
cblr-1758	913	8	defining	define	VERB
cblr-1758	913	9	“	"	PUNCT
cblr-1758	913	10	commodity	commodity	NOUN
cblr-1758	913	11	pool	pool	NOUN
cblr-1758	913	12	operator	operator	NOUN
cblr-1758	913	13	”	"	PUNCT
cblr-1758	913	14	)	)	PUNCT
cblr-1758	913	15	.	.	PUNCT
cblr-1758	914	1	238	238	NUM
cblr-1758	914	2	see	see	VERB
cblr-1758	914	3	concept	concept	NOUN
cblr-1758	914	4	release	release	NOUN
cblr-1758	914	5	on	on	ADP
cblr-1758	914	6	risk	risk	NOUN
cblr-1758	914	7	controls	control	NOUN
cblr-1758	914	8	and	and	CCONJ
cblr-1758	914	9	system	system	NOUN
cblr-1758	914	10	safeguards	safeguard	NOUN
cblr-1758	914	11	for	for	ADP
cblr-1758	914	12	automated	automate	VERB
cblr-1758	914	13	trading	trading	NOUN
cblr-1758	914	14	environments	environment	NOUN
cblr-1758	914	15	,	,	PUNCT
cblr-1758	914	16	78	78	NUM
cblr-1758	914	17	fed	feed	VERB
cblr-1758	914	18	.	.	PUNCT
cblr-1758	915	1	reg	reg	PROPN
cblr-1758	915	2	.	.	PUNCT
cblr-1758	916	1	at	at	ADP
cblr-1758	916	2	56,558–61	56,558–61	NUM
cblr-1758	916	3	.	.	PUNCT
cblr-1758	917	1	239	239	NUM
cblr-1758	917	2	see	see	VERB
cblr-1758	917	3	supra	supra	PROPN
cblr-1758	917	4	notes	note	VERB
cblr-1758	917	5	44–46	44–46	NUM
cblr-1758	917	6	and	and	CCONJ
cblr-1758	917	7	accompanying	accompany	VERB
cblr-1758	917	8	text	text	NOUN
cblr-1758	917	9	in	in	ADP
cblr-1758	917	10	part	part	NOUN
cblr-1758	917	11	i.	i.	PROPN
cblr-1758	917	12	scopino	scopino	PROPN
cblr-1758	917	13	–	–	PUNCT
cblr-1758	917	14	final	final	ADJ
cblr-1758	917	15	496	496	NUM
cblr-1758	917	16	columbia	columbia	PROPN
cblr-1758	917	17	business	business	NOUN
cblr-1758	917	18	law	law	PROPN
cblr-1758	917	19	review	review	NOUN
cblr-1758	917	20	[	[	X
cblr-1758	917	21	vol	vol	NOUN
cblr-1758	917	22	.	.	NOUN
cblr-1758	917	23	2015	2015	NUM
cblr-1758	917	24	customers	customer	NOUN
cblr-1758	917	25	,	,	PUNCT
cblr-1758	917	26	or	or	CCONJ
cblr-1758	917	27	manipulate	manipulate	VERB
cblr-1758	917	28	(	(	PUNCT
cblr-1758	917	29	or	or	CCONJ
cblr-1758	917	30	disrupt	disrupt	VERB
cblr-1758	917	31	)	)	PUNCT
cblr-1758	917	32	the	the	DET
cblr-1758	917	33	markets.240	markets.240	NOUN
cblr-1758	917	34	compulsory	compulsory	ADJ
cblr-1758	917	35	registration	registration	NOUN
cblr-1758	917	36	helps	help	VERB
cblr-1758	917	37	accomplish	accomplish	VERB
cblr-1758	917	38	these	these	DET
cblr-1758	917	39	objectives	objective	NOUN
cblr-1758	917	40	by	by	ADP
cblr-1758	917	41	identifying	identify	VERB
cblr-1758	917	42	all	all	PRON
cblr-1758	917	43	of	of	ADP
cblr-1758	917	44	the	the	DET
cblr-1758	917	45	relevant	relevant	ADJ
cblr-1758	917	46	market	market	NOUN
cblr-1758	917	47	participants	participant	NOUN
cblr-1758	917	48	and	and	CCONJ
cblr-1758	917	49	subjecting	subject	VERB
cblr-1758	917	50	them	they	PRON
cblr-1758	917	51	to	to	ADP
cblr-1758	917	52	background	background	NOUN
cblr-1758	917	53	fitness	fitness	NOUN
cblr-1758	917	54	checks	check	NOUN
cblr-1758	917	55	,	,	PUNCT
cblr-1758	917	56	as	as	ADV
cblr-1758	917	57	well	well	ADV
cblr-1758	917	58	as	as	ADP
cblr-1758	917	59	by	by	ADP
cblr-1758	917	60	mandating	mandate	VERB
cblr-1758	917	61	ethics	ethic	NOUN
cblr-1758	917	62	training	training	NOUN
cblr-1758	917	63	and	and	CCONJ
cblr-1758	917	64	proficiency	proficiency	NOUN
cblr-1758	917	65	testing	testing	NOUN
cblr-1758	917	66	for	for	ADP
cblr-1758	917	67	some	some	DET
cblr-1758	917	68	individuals	individual	NOUN
cblr-1758	917	69	associated	associate	VERB
cblr-1758	917	70	with	with	ADP
cblr-1758	917	71	registrants.241	registrants.241	NOUN
cblr-1758	917	72	further	far	ADV
cblr-1758	917	73	,	,	PUNCT
cblr-1758	917	74	compulsory	compulsory	ADJ
cblr-1758	917	75	registration	registration	NOUN
cblr-1758	917	76	also	also	ADV
cblr-1758	917	77	brings	bring	VERB
cblr-1758	917	78	with	with	ADP
cblr-1758	917	79	it	it	PRON
cblr-1758	917	80	additional	additional	ADJ
cblr-1758	917	81	regulatory	regulatory	ADJ
cblr-1758	917	82	obligations	obligation	NOUN
cblr-1758	917	83	,	,	PUNCT
cblr-1758	917	84	as	as	SCONJ
cblr-1758	917	85	the	the	DET
cblr-1758	917	86	cftc	cftc	PROPN
cblr-1758	917	87	has	have	AUX
cblr-1758	917	88	promulgated	promulgate	VERB
cblr-1758	917	89	rules	rule	NOUN
cblr-1758	917	90	to	to	PART
cblr-1758	917	91	govern	govern	VERB
cblr-1758	917	92	the	the	DET
cblr-1758	917	93	practices	practice	NOUN
cblr-1758	917	94	of	of	ADP
cblr-1758	917	95	registrants.242	registrants.242	NOUN
cblr-1758	917	96	floor	floor	NOUN
cblr-1758	917	97	traders	trader	NOUN
cblr-1758	917	98	and	and	CCONJ
cblr-1758	917	99	broker	broker	NOUN
cblr-1758	917	100	associations	association	NOUN
cblr-1758	917	101	provide	provide	VERB
cblr-1758	917	102	a	a	DET
cblr-1758	917	103	good	good	ADJ
cblr-1758	917	104	example	example	NOUN
cblr-1758	917	105	of	of	ADP
cblr-1758	917	106	how	how	SCONJ
cblr-1758	917	107	the	the	DET
cblr-1758	917	108	registration	registration	NOUN
cblr-1758	917	109	requirement	requirement	NOUN
cblr-1758	917	110	has	have	AUX
cblr-1758	917	111	expanded	expand	VERB
cblr-1758	917	112	over	over	ADP
cblr-1758	917	113	time	time	NOUN
cblr-1758	917	114	to	to	PART
cblr-1758	917	115	cover	cover	VERB
cblr-1758	917	116	more	more	ADJ
cblr-1758	917	117	groups	group	NOUN
cblr-1758	917	118	.	.	PUNCT
cblr-1758	918	1	floor	floor	NOUN
cblr-1758	918	2	traders	trader	NOUN
cblr-1758	918	3	long	long	ADV
cblr-1758	918	4	avoided	avoid	VERB
cblr-1758	918	5	regulation	regulation	NOUN
cblr-1758	918	6	because	because	SCONJ
cblr-1758	918	7	they	they	PRON
cblr-1758	918	8	do	do	AUX
cblr-1758	918	9	not	not	PART
cblr-1758	918	10	serve	serve	VERB
cblr-1758	918	11	customers	customer	NOUN
cblr-1758	918	12	but	but	CCONJ
cblr-1758	918	13	rather	rather	ADV
cblr-1758	918	14	place	place	VERB
cblr-1758	918	15	trades	trade	VERB
cblr-1758	918	16	for	for	ADP
cblr-1758	918	17	themselves.243	themselves.243	PROPN
cblr-1758	918	18	in	in	ADP
cblr-1758	918	19	short	short	ADJ
cblr-1758	918	20	,	,	PUNCT
cblr-1758	918	21	the	the	DET
cblr-1758	918	22	conventional	conventional	ADJ
cblr-1758	918	23	wisdom	wisdom	NOUN
cblr-1758	918	24	was	be	AUX
cblr-1758	918	25	that	that	SCONJ
cblr-1758	918	26	there	there	PRON
cblr-1758	918	27	was	be	VERB
cblr-1758	918	28	little	little	ADJ
cblr-1758	918	29	or	or	CCONJ
cblr-1758	918	30	no	no	PRON
cblr-1758	918	31	risk	risk	NOUN
cblr-1758	918	32	that	that	SCONJ
cblr-1758	918	33	floor	floor	NOUN
cblr-1758	918	34	traders	trader	NOUN
cblr-1758	918	35	could	could	AUX
cblr-1758	918	36	,	,	PUNCT
cblr-1758	918	37	or	or	CCONJ
cblr-1758	918	38	would	would	AUX
cblr-1758	918	39	,	,	PUNCT
cblr-1758	918	40	contribute	contribute	VERB
cblr-1758	918	41	to	to	ADP
cblr-1758	918	42	improper	improper	ADJ
cblr-1758	918	43	conduct	conduct	NOUN
cblr-1758	918	44	in	in	ADP
cblr-1758	918	45	the	the	DET
cblr-1758	918	46	markets	market	NOUN
cblr-1758	918	47	,	,	PUNCT
cblr-1758	918	48	which	which	PRON
cblr-1758	918	49	made	make	VERB
cblr-1758	918	50	regulating	regulate	VERB
cblr-1758	918	51	floor	floor	NOUN
cblr-1758	918	52	traders	trader	NOUN
cblr-1758	918	53	seem	seem	VERB
cblr-1758	918	54	unnecessary	unnecessary	ADJ
cblr-1758	918	55	.	.	PUNCT
cblr-1758	919	1	likewise	likewise	ADV
cblr-1758	919	2	,	,	PUNCT
cblr-1758	919	3	the	the	DET
cblr-1758	919	4	cea	cea	PROPN
cblr-1758	919	5	had	have	AUX
cblr-1758	919	6	never	never	ADV
cblr-1758	919	7	required	require	VERB
cblr-1758	919	8	futures	future	NOUN
cblr-1758	919	9	trading	trading	NOUN
cblr-1758	919	10	professionals	professional	NOUN
cblr-1758	919	11	who	who	PRON
cblr-1758	919	12	acted	act	VERB
cblr-1758	919	13	cooperatively	cooperatively	ADV
cblr-1758	919	14	or	or	CCONJ
cblr-1758	919	15	as	as	ADP
cblr-1758	919	16	a	a	DET
cblr-1758	919	17	group	group	NOUN
cblr-1758	919	18	to	to	PART
cblr-1758	919	19	register	register	VERB
cblr-1758	919	20	.	.	PUNCT
cblr-1758	920	1	but	but	CCONJ
cblr-1758	920	2	in	in	ADP
cblr-1758	920	3	1989	1989	NUM
cblr-1758	920	4	,	,	PUNCT
cblr-1758	920	5	highly	highly	ADV
cblr-1758	920	6	-	-	PUNCT
cblr-1758	920	7	publicized	publicize	VERB
cblr-1758	920	8	criminal	criminal	ADJ
cblr-1758	920	9	indictments	indictment	NOUN
cblr-1758	920	10	of	of	ADP
cblr-1758	920	11	floor	floor	NOUN
cblr-1758	920	12	brokers	broker	NOUN
cblr-1758	920	13	and	and	CCONJ
cblr-1758	920	14	floor	floor	NOUN
cblr-1758	920	15	traders	trader	NOUN
cblr-1758	920	16	that	that	PRON
cblr-1758	920	17	had	have	AUX
cblr-1758	920	18	resulted	result	VERB
cblr-1758	920	19	from	from	ADP
cblr-1758	920	20	an	an	DET
cblr-1758	920	21	undercover	undercover	ADJ
cblr-1758	920	22	law	law	NOUN
cblr-1758	920	23	enforcement	enforcement	NOUN
cblr-1758	920	24	investigation	investigation	NOUN
cblr-1758	920	25	on	on	ADP
cblr-1758	920	26	the	the	DET
cblr-1758	920	27	trading	trading	NOUN
cblr-1758	920	28	floors	floor	NOUN
cblr-1758	920	29	of	of	ADP
cblr-1758	920	30	chicago	chicago	PROPN
cblr-1758	920	31	futures	future	NOUN
cblr-1758	920	32	exchanges	exchange	NOUN
cblr-1758	920	33	revealed	reveal	VERB
cblr-1758	920	34	that	that	SCONJ
cblr-1758	920	35	,	,	PUNCT
cblr-1758	920	36	although	although	SCONJ
cblr-1758	920	37	floor	floor	NOUN
cblr-1758	920	38	traders	trader	NOUN
cblr-1758	920	39	did	do	AUX
cblr-1758	920	40	not	not	PART
cblr-1758	920	41	have	have	VERB
cblr-1758	920	42	customers	customer	NOUN
cblr-1758	920	43	of	of	ADP
cblr-1758	920	44	their	their	PRON
cblr-1758	920	45	own	own	ADJ
cblr-1758	920	46	,	,	PUNCT
cblr-1758	920	47	some	some	DET
cblr-1758	920	48	floor	floor	NOUN
cblr-1758	920	49	traders	trader	NOUN
cblr-1758	920	50	would	would	AUX
cblr-1758	920	51	assist	assist	VERB
cblr-1758	920	52	floor	floor	NOUN
cblr-1758	920	53	brokers	broker	NOUN
cblr-1758	920	54	in	in	ADP
cblr-1758	920	55	ripping	rip	VERB
cblr-1758	920	56	240	240	NUM
cblr-1758	920	57	see	see	NOUN
cblr-1758	920	58	,	,	PUNCT
cblr-1758	920	59	e.g.	e.g.	ADV
cblr-1758	920	60	,	,	PUNCT
cblr-1758	920	61	cftc	cftc	PROPN
cblr-1758	920	62	staff	staff	NOUN
cblr-1758	920	63	letter	letter	VERB
cblr-1758	920	64	04	04	NUM
cblr-1758	920	65	-	-	SYM
cblr-1758	920	66	34	34	NUM
cblr-1758	920	67	,	,	PUNCT
cblr-1758	920	68	supra	supra	PROPN
cblr-1758	920	69	note	note	NOUN
cblr-1758	920	70	206	206	NUM
cblr-1758	920	71	(	(	PUNCT
cblr-1758	920	72	stating	state	VERB
cblr-1758	920	73	that	that	SCONJ
cblr-1758	920	74	congress	congress	PROPN
cblr-1758	920	75	created	create	VERB
cblr-1758	920	76	the	the	DET
cblr-1758	920	77	introducing	introduce	VERB
cblr-1758	920	78	broker	broker	NOUN
cblr-1758	920	79	category	category	NOUN
cblr-1758	920	80	in	in	ADP
cblr-1758	920	81	response	response	NOUN
cblr-1758	920	82	to	to	ADP
cblr-1758	920	83	wrongdoing	wrongdoing	NOUN
cblr-1758	920	84	by	by	ADP
cblr-1758	920	85	small	small	ADJ
cblr-1758	920	86	,	,	PUNCT
cblr-1758	920	87	independent	independent	ADJ
cblr-1758	920	88	brokers	broker	NOUN
cblr-1758	920	89	who	who	PRON
cblr-1758	920	90	do	do	AUX
cblr-1758	920	91	not	not	PART
cblr-1758	920	92	meet	meet	VERB
cblr-1758	920	93	the	the	DET
cblr-1758	920	94	requirements	requirement	NOUN
cblr-1758	920	95	to	to	PART
cblr-1758	920	96	be	be	AUX
cblr-1758	920	97	classified	classify	VERB
cblr-1758	920	98	as	as	ADP
cblr-1758	920	99	agents	agent	NOUN
cblr-1758	920	100	of	of	ADP
cblr-1758	920	101	fcms	fcms	NOUN
cblr-1758	920	102	and	and	CCONJ
cblr-1758	920	103	thereby	thereby	ADV
cblr-1758	920	104	fell	fall	VERB
cblr-1758	920	105	within	within	ADP
cblr-1758	920	106	a	a	DET
cblr-1758	920	107	regulatory	regulatory	ADJ
cblr-1758	920	108	gap	gap	NOUN
cblr-1758	920	109	(	(	PUNCT
cblr-1758	920	110	citing	cite	VERB
cblr-1758	920	111	h.r	h.r	PROPN
cblr-1758	920	112	.	.	PROPN
cblr-1758	920	113	rep	rep	PROPN
cblr-1758	920	114	.	.	PROPN
cblr-1758	921	1	no	no	INTJ
cblr-1758	921	2	.	.	NOUN
cblr-1758	922	1	97	97	NUM
cblr-1758	922	2	-	-	SYM
cblr-1758	922	3	565	565	NUM
cblr-1758	922	4	,	,	PUNCT
cblr-1758	922	5	pt	pt	NOUN
cblr-1758	922	6	.	.	PROPN
cblr-1758	922	7	1	1	NUM
cblr-1758	922	8	,	,	PUNCT
cblr-1758	922	9	at	at	ADP
cblr-1758	922	10	49	49	NUM
cblr-1758	922	11	(	(	PUNCT
cblr-1758	922	12	1982	1982	NUM
cblr-1758	922	13	)	)	PUNCT
cblr-1758	922	14	)	)	PUNCT
cblr-1758	922	15	)	)	PUNCT
cblr-1758	922	16	.	.	PUNCT
cblr-1758	923	1	see	see	VERB
cblr-1758	923	2	also	also	ADV
cblr-1758	923	3	horwitz	horwitz	PROPN
cblr-1758	923	4	&	&	CCONJ
cblr-1758	923	5	gilberg	gilberg	PROPN
cblr-1758	923	6	,	,	PUNCT
cblr-1758	923	7	supra	supra	PROPN
cblr-1758	923	8	note	note	PROPN
cblr-1758	923	9	94	94	NUM
cblr-1758	923	10	,	,	PUNCT
cblr-1758	923	11	at	at	ADP
cblr-1758	923	12	908	908	NUM
cblr-1758	923	13	.	.	PUNCT
cblr-1758	924	1	241	241	NUM
cblr-1758	924	2	see	see	VERB
cblr-1758	924	3	supra	supra	PROPN
cblr-1758	924	4	notes	note	VERB
cblr-1758	924	5	84–89	84–89	NUM
cblr-1758	924	6	and	and	CCONJ
cblr-1758	924	7	accompanying	accompany	VERB
cblr-1758	924	8	text	text	NOUN
cblr-1758	924	9	&	&	CCONJ
cblr-1758	924	10	part	part	NOUN
cblr-1758	924	11	ii.a	ii.a	PROPN
cblr-1758	924	12	.	.	PROPN
cblr-1758	924	13	242	242	NUM
cblr-1758	924	14	see	see	VERB
cblr-1758	924	15	,	,	PUNCT
cblr-1758	924	16	e.g.	e.g.	ADV
cblr-1758	924	17	,	,	PUNCT
cblr-1758	924	18	17	17	NUM
cblr-1758	924	19	c.f.r	c.f.r	NOUN
cblr-1758	924	20	.	.	PUNCT
cblr-1758	925	1	pt	pt	PROPN
cblr-1758	925	2	.	.	PROPN
cblr-1758	925	3	4	4	NUM
cblr-1758	925	4	(	(	PUNCT
cblr-1758	925	5	2014	2014	NUM
cblr-1758	925	6	)	)	PUNCT
cblr-1758	925	7	(	(	PUNCT
cblr-1758	925	8	commodity	commodity	NOUN
cblr-1758	925	9	pool	pool	NOUN
cblr-1758	925	10	operators	operator	NOUN
cblr-1758	925	11	and	and	CCONJ
cblr-1758	925	12	commodity	commodity	NOUN
cblr-1758	925	13	trading	trading	NOUN
cblr-1758	925	14	advisors	advisor	NOUN
cblr-1758	925	15	)	)	PUNCT
cblr-1758	925	16	.	.	PUNCT
cblr-1758	926	1	243	243	NUM
cblr-1758	926	2	see	see	VERB
cblr-1758	926	3	supra	supra	PROPN
cblr-1758	926	4	part	part	NOUN
cblr-1758	926	5	iii.f	iii.f	PROPN
cblr-1758	926	6	.	.	PUNCT
cblr-1758	927	1	see	see	VERB
cblr-1758	927	2	also	also	ADV
cblr-1758	927	3	supra	supra	PROPN
cblr-1758	927	4	notes	note	VERB
cblr-1758	927	5	217–218	217–218	NUM
cblr-1758	927	6	and	and	CCONJ
cblr-1758	927	7	accompanying	accompany	VERB
cblr-1758	927	8	text	text	NOUN
cblr-1758	927	9	(	(	PUNCT
cblr-1758	927	10	highlighting	highlight	VERB
cblr-1758	927	11	that	that	SCONJ
cblr-1758	927	12	the	the	DET
cblr-1758	927	13	difference	difference	NOUN
cblr-1758	927	14	between	between	ADP
cblr-1758	927	15	a	a	DET
cblr-1758	927	16	floor	floor	NOUN
cblr-1758	927	17	broker	broker	NOUN
cblr-1758	927	18	and	and	CCONJ
cblr-1758	927	19	a	a	DET
cblr-1758	927	20	floor	floor	NOUN
cblr-1758	927	21	trader	trader	NOUN
cblr-1758	927	22	is	be	AUX
cblr-1758	927	23	that	that	SCONJ
cblr-1758	927	24	a	a	DET
cblr-1758	927	25	floor	floor	NOUN
cblr-1758	927	26	broker	broker	NOUN
cblr-1758	927	27	engages	engage	VERB
cblr-1758	927	28	in	in	ADP
cblr-1758	927	29	trades	trade	NOUN
cblr-1758	927	30	for	for	ADP
cblr-1758	927	31	third	third	ADJ
cblr-1758	927	32	parties	party	NOUN
cblr-1758	927	33	,	,	PUNCT
cblr-1758	927	34	while	while	SCONJ
cblr-1758	927	35	a	a	DET
cblr-1758	927	36	floor	floor	NOUN
cblr-1758	927	37	trader	trader	NOUN
cblr-1758	927	38	engages	engage	VERB
cblr-1758	927	39	in	in	ADP
cblr-1758	927	40	transactions	transaction	NOUN
cblr-1758	927	41	on	on	ADP
cblr-1758	927	42	his	his	PRON
cblr-1758	927	43	own	own	ADJ
cblr-1758	927	44	behalf	behalf	NOUN
cblr-1758	927	45	)	)	PUNCT
cblr-1758	927	46	.	.	PUNCT
cblr-1758	928	1	scopino	scopino	PROPN
cblr-1758	928	2	–	–	PUNCT
cblr-1758	928	3	final	final	ADJ
cblr-1758	928	4	no	no	NOUN
cblr-1758	928	5	.	.	PUNCT
cblr-1758	929	1	2:439	2:439	NUM
cblr-1758	929	2	]	]	X
cblr-1758	929	3	the	the	DET
cblr-1758	929	4	second	second	ADJ
cblr-1758	929	5	machine	machine	NOUN
cblr-1758	929	6	age	age	NOUN
cblr-1758	929	7	497	497	NUM
cblr-1758	929	8	off	off	ADP
cblr-1758	929	9	the	the	DET
cblr-1758	929	10	floor	floor	NOUN
cblr-1758	929	11	brokers	broker	NOUN
cblr-1758	929	12	’	'	PUNCT
cblr-1758	929	13	customers.244	customers.244	PROPN
cblr-1758	929	14	in	in	ADP
cblr-1758	929	15	other	other	ADJ
cblr-1758	929	16	instances	instance	NOUN
cblr-1758	929	17	,	,	PUNCT
cblr-1758	929	18	groups	group	NOUN
cblr-1758	929	19	of	of	ADP
cblr-1758	929	20	floor	floor	NOUN
cblr-1758	929	21	traders	trader	NOUN
cblr-1758	929	22	and	and	CCONJ
cblr-1758	929	23	floor	floor	NOUN
cblr-1758	929	24	brokers	broker	NOUN
cblr-1758	929	25	would	would	AUX
cblr-1758	929	26	work	work	VERB
cblr-1758	929	27	together	together	ADV
cblr-1758	929	28	to	to	PART
cblr-1758	929	29	participate	participate	VERB
cblr-1758	929	30	in	in	ADP
cblr-1758	929	31	illegal	illegal	ADJ
cblr-1758	929	32	schemes	scheme	NOUN
cblr-1758	929	33	,	,	PUNCT
cblr-1758	929	34	such	such	ADJ
cblr-1758	929	35	as	as	ADP
cblr-1758	929	36	engaging	engage	VERB
cblr-1758	929	37	in	in	ADP
cblr-1758	929	38	prearranged	prearrange	VERB
cblr-1758	929	39	,	,	PUNCT
cblr-1758	929	40	noncompetitive	noncompetitive	ADJ
cblr-1758	929	41	trades	trade	NOUN
cblr-1758	929	42	to	to	ADP
cblr-1758	929	43	,	,	PUNCT
cblr-1758	929	44	inter	inter	PROPN
cblr-1758	929	45	alia	alia	NOUN
cblr-1758	929	46	,	,	PUNCT
cblr-1758	929	47	evade	evade	VERB
cblr-1758	929	48	tax	tax	NOUN
cblr-1758	929	49	obligations.245	obligations.245	NUM
cblr-1758	929	50	with	with	ADP
cblr-1758	929	51	the	the	DET
cblr-1758	929	52	1989	1989	NUM
cblr-1758	929	53	indictments	indictment	NOUN
cblr-1758	929	54	of	of	ADP
cblr-1758	929	55	floor	floor	NOUN
cblr-1758	929	56	personnel	personnel	NOUN
cblr-1758	929	57	,	,	PUNCT
cblr-1758	929	58	congress	congress	PROPN
cblr-1758	929	59	realized	realize	VERB
cblr-1758	929	60	that	that	SCONJ
cblr-1758	929	61	groups	group	NOUN
cblr-1758	929	62	of	of	ADP
cblr-1758	929	63	floor	floor	NOUN
cblr-1758	929	64	brokers	broker	NOUN
cblr-1758	929	65	and	and	CCONJ
cblr-1758	929	66	traders	trader	NOUN
cblr-1758	929	67	could	could	AUX
cblr-1758	929	68	collude	collude	VERB
cblr-1758	929	69	to	to	PART
cblr-1758	929	70	perpetuate	perpetuate	VERB
cblr-1758	929	71	fraud	fraud	NOUN
cblr-1758	929	72	and	and	CCONJ
cblr-1758	929	73	deceptive	deceptive	ADJ
cblr-1758	929	74	trading	trading	NOUN
cblr-1758	929	75	practices.246	practices.246	PROPN
cblr-1758	929	76	in	in	ADP
cblr-1758	929	77	response	response	NOUN
cblr-1758	929	78	,	,	PUNCT
cblr-1758	929	79	congress	congress	PROPN
cblr-1758	929	80	mandated	mandate	VERB
cblr-1758	929	81	registration	registration	NOUN
cblr-1758	929	82	for	for	ADP
cblr-1758	929	83	floor	floor	NOUN
cblr-1758	929	84	traders	trader	NOUN
cblr-1758	929	85	and	and	CCONJ
cblr-1758	929	86	broker	broker	NOUN
cblr-1758	929	87	associations	association	NOUN
cblr-1758	929	88	in	in	ADP
cblr-1758	929	89	1992.247	1992.247	NUM
cblr-1758	929	90	the	the	DET
cblr-1758	929	91	traditional	traditional	ADJ
cblr-1758	929	92	approach	approach	NOUN
cblr-1758	929	93	congress	congress	PROPN
cblr-1758	929	94	employs	employ	VERB
cblr-1758	929	95	in	in	ADP
cblr-1758	929	96	deciding	decide	VERB
cblr-1758	929	97	whether	whether	SCONJ
cblr-1758	929	98	to	to	PART
cblr-1758	929	99	add	add	VERB
cblr-1758	929	100	new	new	ADJ
cblr-1758	929	101	categories	category	NOUN
cblr-1758	929	102	of	of	ADP
cblr-1758	929	103	market	market	NOUN
cblr-1758	929	104	participants	participant	NOUN
cblr-1758	929	105	to	to	PART
cblr-1758	929	106	compulsory	compulsory	VERB
cblr-1758	929	107	cftc	cftc	NOUN
cblr-1758	929	108	registration	registration	NOUN
cblr-1758	929	109	also	also	ADV
cblr-1758	929	110	is	be	AUX
cblr-1758	929	111	an	an	DET
cblr-1758	929	112	appropriate	appropriate	ADJ
cblr-1758	929	113	response	response	NOUN
cblr-1758	929	114	to	to	ADP
cblr-1758	929	115	the	the	DET
cblr-1758	929	116	three	three	NUM
cblr-1758	929	117	questions	question	NOUN
cblr-1758	929	118	mentioned	mention	VERB
cblr-1758	929	119	earlier	early	ADV
cblr-1758	929	120	in	in	ADP
cblr-1758	929	121	this	this	DET
cblr-1758	929	122	article	article	NOUN
cblr-1758	929	123	that	that	PRON
cblr-1758	929	124	were	be	AUX
cblr-1758	929	125	raised	raise	VERB
cblr-1758	929	126	in	in	ADP
cblr-1758	929	127	the	the	DET
cblr-1758	929	128	concept	concept	NOUN
cblr-1758	929	129	release.248	release.248	VERB
cblr-1758	929	130	each	each	PRON
cblr-1758	929	131	of	of	ADP
cblr-1758	929	132	the	the	DET
cblr-1758	929	133	questions(1	questions(1	NOUN
cblr-1758	929	134	)	)	PUNCT
cblr-1758	929	135	whether	whether	SCONJ
cblr-1758	929	136	to	to	PART
cblr-1758	929	137	require	require	VERB
cblr-1758	929	138	firms	firm	NOUN
cblr-1758	929	139	that	that	PRON
cblr-1758	929	140	use	use	VERB
cblr-1758	929	141	atss	atss	NOUN
cblr-1758	929	142	to	to	PART
cblr-1758	929	143	register	register	VERB
cblr-1758	929	144	as	as	ADP
cblr-1758	929	145	floor	floor	NOUN
cblr-1758	929	146	traders	trader	NOUN
cblr-1758	929	147	(	(	PUNCT
cblr-1758	929	148	or	or	CCONJ
cblr-1758	929	149	some	some	DET
cblr-1758	929	150	other	other	ADJ
cblr-1758	929	151	category	category	NOUN
cblr-1758	929	152	of	of	ADP
cblr-1758	929	153	intermediary	intermediary	NOUN
cblr-1758	929	154	)	)	PUNCT
cblr-1758	929	155	,	,	PUNCT
cblr-1758	929	156	(	(	PUNCT
cblr-1758	929	157	2	2	X
cblr-1758	929	158	)	)	PUNCT
cblr-1758	929	159	whether	whether	SCONJ
cblr-1758	929	160	to	to	PART
cblr-1758	929	161	require	require	VERB
cblr-1758	929	162	“	"	PUNCT
cblr-1758	929	163	software	software	NOUN
cblr-1758	929	164	firms	firm	NOUN
cblr-1758	929	165	”	"	PUNCT
cblr-1758	929	166	that	that	PRON
cblr-1758	929	167	provide	provide	VERB
cblr-1758	929	168	“	"	PUNCT
cblr-1758	929	169	algorithms	algorithm	NOUN
cblr-1758	929	170	”	"	PUNCT
cblr-1758	929	171	for	for	SCONJ
cblr-1758	929	172	atss	atss	NOUN
cblr-1758	929	173	to	to	PART
cblr-1758	929	174	register	register	VERB
cblr-1758	929	175	,	,	PUNCT
cblr-1758	929	176	and	and	CCONJ
cblr-1758	929	177	(	(	PUNCT
cblr-1758	929	178	3	3	X
cblr-1758	929	179	)	)	PUNCT
cblr-1758	929	180	whether	whether	SCONJ
cblr-1758	929	181	to	to	PART
cblr-1758	929	182	implement	implement	VERB
cblr-1758	929	183	“	"	PUNCT
cblr-1758	929	184	measures	measure	NOUN
cblr-1758	929	185	to	to	PART
cblr-1758	929	186	improve	improve	VERB
cblr-1758	929	187	the	the	DET
cblr-1758	929	188	identification	identification	NOUN
cblr-1758	929	189	of	of	ADP
cblr-1758	929	190	atss	atss	NOUN
cblr-1758	929	191	or	or	CCONJ
cblr-1758	929	192	their	their	PRON
cblr-1758	929	193	underlying	underlying	ADJ
cblr-1758	929	194	algorithms”249addresses	algorithms”249addresse	NOUN
cblr-1758	929	195	an	an	DET
cblr-1758	929	196	existing	exist	VERB
cblr-1758	929	197	regulatory	regulatory	ADJ
cblr-1758	929	198	gap	gap	NOUN
cblr-1758	929	199	that	that	PRON
cblr-1758	929	200	should	should	AUX
cblr-1758	929	201	be	be	AUX
cblr-1758	929	202	closed	close	VERB
cblr-1758	929	203	,	,	PUNCT
cblr-1758	929	204	ideally	ideally	ADV
cblr-1758	929	205	by	by	ADP
cblr-1758	929	206	expanding	expand	VERB
cblr-1758	929	207	the	the	DET
cblr-1758	929	208	scope	scope	NOUN
cblr-1758	929	209	of	of	ADP
cblr-1758	929	210	compulsory	compulsory	ADJ
cblr-1758	929	211	registration	registration	NOUN
cblr-1758	929	212	.	.	PUNCT
cblr-1758	930	1	first	first	ADV
cblr-1758	930	2	,	,	PUNCT
cblr-1758	930	3	firms	firm	NOUN
cblr-1758	930	4	that	that	PRON
cblr-1758	930	5	use	use	VERB
cblr-1758	930	6	atss	atss	NOUN
cblr-1758	930	7	(	(	PUNCT
cblr-1758	930	8	including	include	VERB
cblr-1758	930	9	firms	firm	NOUN
cblr-1758	930	10	that	that	PRON
cblr-1758	930	11	use	use	VERB
cblr-1758	930	12	atss	atss	NOUN
cblr-1758	930	13	to	to	PART
cblr-1758	930	14	employ	employ	VERB
cblr-1758	930	15	hft	hft	NOUN
cblr-1758	930	16	strategies	strategy	NOUN
cblr-1758	930	17	)	)	PUNCT
cblr-1758	930	18	might	might	AUX
cblr-1758	930	19	not	not	PART
cblr-1758	930	20	have	have	VERB
cblr-1758	930	21	to	to	PART
cblr-1758	930	22	register	register	VERB
cblr-1758	930	23	with	with	ADP
cblr-1758	930	24	the	the	DET
cblr-1758	930	25	cftc	cftc	PROPN
cblr-1758	930	26	if	if	SCONJ
cblr-1758	930	27	they	they	PRON
cblr-1758	930	28	are	be	AUX
cblr-1758	930	29	proprietary	proprietary	ADJ
cblr-1758	930	30	trading	trading	NOUN
cblr-1758	930	31	firms	firm	NOUN
cblr-1758	930	32	(	(	PUNCT
cblr-1758	930	33	as	as	ADP
cblr-1758	931	1	many	many	ADJ
cblr-1758	931	2	hft	hft	ADJ
cblr-1758	931	3	firms	firm	NOUN
cblr-1758	931	4	are).250	are).250	PROPN
cblr-1758	931	5	unregistered	unregistere	VERB
cblr-1758	931	6	hft	hft	NOUN
cblr-1758	931	7	firms	firm	NOUN
cblr-1758	931	8	could	could	AUX
cblr-1758	931	9	manipulate	manipulate	VERB
cblr-1758	931	10	244	244	NUM
cblr-1758	931	11	see	see	NOUN
cblr-1758	931	12	supra	supra	PROPN
cblr-1758	931	13	part	part	NOUN
cblr-1758	931	14	iii.f	iii.f	PROPN
cblr-1758	931	15	.	.	PUNCT
cblr-1758	932	1	see	see	VERB
cblr-1758	932	2	also	also	ADV
cblr-1758	932	3	supra	supra	PROPN
cblr-1758	932	4	notes	note	VERB
cblr-1758	932	5	226–227	226–227	NUM
cblr-1758	932	6	and	and	CCONJ
cblr-1758	932	7	accompanying	accompany	VERB
cblr-1758	932	8	text	text	NOUN
cblr-1758	932	9	(	(	PUNCT
cblr-1758	932	10	discussing	discuss	VERB
cblr-1758	932	11	the	the	DET
cblr-1758	932	12	august	august	PROPN
cblr-1758	932	13	1989	1989	NUM
cblr-1758	932	14	criminal	criminal	ADJ
cblr-1758	932	15	indictments	indictment	NOUN
cblr-1758	932	16	of	of	ADP
cblr-1758	932	17	46	46	NUM
cblr-1758	932	18	floor	floor	NOUN
cblr-1758	932	19	brokers	broker	NOUN
cblr-1758	932	20	and	and	CCONJ
cblr-1758	932	21	floor	floor	NOUN
cblr-1758	932	22	traders	trader	NOUN
cblr-1758	932	23	operating	operate	VERB
cblr-1758	932	24	on	on	ADP
cblr-1758	932	25	the	the	DET
cblr-1758	932	26	chicago	chicago	PROPN
cblr-1758	932	27	board	board	PROPN
cblr-1758	932	28	of	of	ADP
cblr-1758	932	29	trade	trade	PROPN
cblr-1758	932	30	and	and	CCONJ
cblr-1758	932	31	the	the	DET
cblr-1758	932	32	chicago	chicago	PROPN
cblr-1758	932	33	mercantile	mercantile	PROPN
cblr-1758	932	34	exchange	exchange	PROPN
cblr-1758	932	35	)	)	PUNCT
cblr-1758	932	36	.	.	PUNCT
cblr-1758	933	1	245	245	NUM
cblr-1758	933	2	i	i	PRON
cblr-1758	933	3	d.	d.	PROPN
cblr-1758	933	4	246	246	NUM
cblr-1758	933	5	see	see	VERB
cblr-1758	933	6	supra	supra	PROPN
cblr-1758	933	7	part	part	NOUN
cblr-1758	933	8	iii.f	iii.f	PROPN
cblr-1758	933	9	.	.	PUNCT
cblr-1758	934	1	see	see	VERB
cblr-1758	934	2	also	also	ADV
cblr-1758	934	3	supra	supra	ADJ
cblr-1758	934	4	notes	note	NOUN
cblr-1758	934	5	228–229	228–229	NUM
cblr-1758	934	6	and	and	CCONJ
cblr-1758	934	7	accompanying	accompany	VERB
cblr-1758	934	8	text	text	NOUN
cblr-1758	934	9	(	(	PUNCT
cblr-1758	934	10	discussing	discuss	VERB
cblr-1758	934	11	congress	congress	PROPN
cblr-1758	934	12	’	'	PUNCT
cblr-1758	934	13	enactment	enactment	NOUN
cblr-1758	934	14	of	of	ADP
cblr-1758	934	15	the	the	DET
cblr-1758	934	16	future	future	ADJ
cblr-1758	934	17	trading	trading	NOUN
cblr-1758	934	18	practices	practice	NOUN
cblr-1758	934	19	act	act	NOUN
cblr-1758	934	20	of	of	ADP
cblr-1758	934	21	1992	1992	NUM
cblr-1758	934	22	)	)	PUNCT
cblr-1758	934	23	.	.	PUNCT
cblr-1758	935	1	247	247	NUM
cblr-1758	935	2	i	i	PRON
cblr-1758	935	3	d.	d.	PROPN
cblr-1758	935	4	248	248	NUM
cblr-1758	935	5	see	see	VERB
cblr-1758	935	6	supra	supra	PROPN
cblr-1758	935	7	notes	note	VERB
cblr-1758	935	8	62–64	62–64	NUM
cblr-1758	935	9	and	and	CCONJ
cblr-1758	935	10	accompanying	accompany	VERB
cblr-1758	935	11	text	text	NOUN
cblr-1758	935	12	.	.	PUNCT
cblr-1758	936	1	249	249	NUM
cblr-1758	937	1	i	i	PRON
cblr-1758	937	2	d.	d.	PROPN
cblr-1758	937	3	250	250	NUM
cblr-1758	937	4	propriety	propriety	NOUN
cblr-1758	937	5	trading	trading	NOUN
cblr-1758	937	6	occurs	occur	VERB
cblr-1758	937	7	“	"	PUNCT
cblr-1758	937	8	[	[	X
cblr-1758	937	9	w]hen	w]hen	ADV
cblr-1758	937	10	a	a	DET
cblr-1758	937	11	firm	firm	NOUN
cblr-1758	937	12	trades	trade	VERB
cblr-1758	937	13	for	for	ADP
cblr-1758	937	14	direct	direct	ADJ
cblr-1758	937	15	gain	gain	NOUN
cblr-1758	937	16	instead	instead	ADV
cblr-1758	937	17	of	of	ADP
cblr-1758	937	18	commission	commission	NOUN
cblr-1758	937	19	dollars	dollar	NOUN
cblr-1758	937	20	.	.	PUNCT
cblr-1758	938	1	essentially	essentially	ADV
cblr-1758	938	2	,	,	PUNCT
cblr-1758	938	3	the	the	DET
cblr-1758	938	4	firm	firm	NOUN
cblr-1758	938	5	has	have	AUX
cblr-1758	938	6	decided	decide	VERB
cblr-1758	938	7	to	to	PART
cblr-1758	938	8	profit	profit	VERB
cblr-1758	938	9	scopino	scopino	NOUN
cblr-1758	938	10	–	–	PUNCT
cblr-1758	938	11	final	final	ADJ
cblr-1758	938	12	498	498	NUM
cblr-1758	938	13	columbia	columbia	PROPN
cblr-1758	938	14	business	business	NOUN
cblr-1758	938	15	law	law	PROPN
cblr-1758	938	16	review	review	NOUN
cblr-1758	939	1	[	[	X
cblr-1758	939	2	vol	vol	NOUN
cblr-1758	939	3	.	.	NOUN
cblr-1758	939	4	2015	2015	NUM
cblr-1758	939	5	markets,251	markets,251	PROPN
cblr-1758	939	6	engage	engage	VERB
cblr-1758	939	7	in	in	ADP
cblr-1758	939	8	abusive	abusive	ADJ
cblr-1758	939	9	trading	trading	NOUN
cblr-1758	939	10	practices,252	practices,252	NOUN
cblr-1758	939	11	or	or	CCONJ
cblr-1758	939	12	increase	increase	VERB
cblr-1758	939	13	systemic	systemic	ADJ
cblr-1758	939	14	risk	risk	NOUN
cblr-1758	939	15	,	,	PUNCT
cblr-1758	939	16	however	however	ADV
cblr-1758	939	17	,	,	PUNCT
cblr-1758	939	18	if	if	SCONJ
cblr-1758	939	19	their	their	PRON
cblr-1758	939	20	trading	trading	NOUN
cblr-1758	939	21	algorithms	algorithm	NOUN
cblr-1758	939	22	were	be	AUX
cblr-1758	939	23	to	to	PART
cblr-1758	939	24	malfunction.253	malfunction.253	VERB
cblr-1758	939	25	even	even	ADV
cblr-1758	939	26	if	if	SCONJ
cblr-1758	939	27	current	current	ADJ
cblr-1758	939	28	instances	instance	NOUN
cblr-1758	939	29	of	of	ADP
cblr-1758	939	30	abusive	abusive	ADJ
cblr-1758	939	31	trading	trading	NOUN
cblr-1758	939	32	practices	practice	NOUN
cblr-1758	939	33	by	by	ADP
cblr-1758	939	34	hft	hft	PROPN
cblr-1758	939	35	firms	firm	NOUN
cblr-1758	939	36	involve	involve	VERB
cblr-1758	939	37	situations	situation	NOUN
cblr-1758	939	38	in	in	ADP
cblr-1758	939	39	which	which	PRON
cblr-1758	939	40	humans	human	NOUN
cblr-1758	939	41	direct	direct	VERB
cblr-1758	939	42	atss	atss	PROPN
cblr-1758	939	43	to	to	PART
cblr-1758	939	44	act	act	VERB
cblr-1758	939	45	illegally	illegally	ADV
cblr-1758	939	46	,	,	PUNCT
cblr-1758	939	47	it	it	PRON
cblr-1758	939	48	is	be	AUX
cblr-1758	939	49	conceivable	conceivable	ADJ
cblr-1758	939	50	that	that	SCONJ
cblr-1758	939	51	(	(	PUNCT
cblr-1758	939	52	now	now	ADV
cblr-1758	939	53	or	or	CCONJ
cblr-1758	939	54	at	at	ADP
cblr-1758	939	55	some	some	DET
cblr-1758	939	56	point	point	NOUN
cblr-1758	939	57	in	in	ADP
cblr-1758	939	58	the	the	DET
cblr-1758	939	59	future	future	NOUN
cblr-1758	939	60	)	)	PUNCT
cblr-1758	939	61	atss	atss	ADJ
cblr-1758	939	62	or	or	CCONJ
cblr-1758	939	63	digital	digital	ADJ
cblr-1758	939	64	intermediaries	intermediary	NOUN
cblr-1758	939	65	could	could	AUX
cblr-1758	939	66	become	become	VERB
cblr-1758	939	67	capable	capable	ADJ
cblr-1758	939	68	of	of	ADP
cblr-1758	939	69	engaging	engage	VERB
cblr-1758	939	70	in	in	ADP
cblr-1758	939	71	unlawful	unlawful	ADJ
cblr-1758	939	72	from	from	ADP
cblr-1758	939	73	the	the	DET
cblr-1758	939	74	market	market	NOUN
cblr-1758	939	75	rather	rather	ADV
cblr-1758	939	76	than	than	ADP
cblr-1758	939	77	from	from	ADP
cblr-1758	939	78	commissions	commission	NOUN
cblr-1758	939	79	from	from	ADP
cblr-1758	939	80	processing	processing	NOUN
cblr-1758	939	81	trades	trade	NOUN
cblr-1758	939	82	.	.	PUNCT
cblr-1758	939	83	”	"	PUNCT
cblr-1758	940	1	proprietary	proprietary	ADJ
cblr-1758	940	2	trading	trading	NOUN
cblr-1758	940	3	,	,	PUNCT
cblr-1758	940	4	investopedia	investopedia	PROPN
cblr-1758	940	5	,	,	PUNCT
cblr-1758	940	6	http://www.investopedia.com/terms/	http://www.investopedia.com/terms/	PROPN
cblr-1758	940	7	p	p	X
cblr-1758	940	8	/	/	SYM
cblr-1758	940	9	proprietarytrading.asp	proprietarytrading.asp	PROPN
cblr-1758	940	10	,	,	PUNCT
cblr-1758	940	11	archived	archive	VERB
cblr-1758	940	12	at	at	ADP
cblr-1758	940	13	http://perma.cc/2l3y-jj5v	http://perma.cc/2l3y-jj5v	PROPN
cblr-1758	940	14	.	.	PUNCT
cblr-1758	941	1	some	some	DET
cblr-1758	941	2	hft	hft	NOUN
cblr-1758	941	3	firms	firm	NOUN
cblr-1758	941	4	do	do	AUX
cblr-1758	941	5	not	not	PART
cblr-1758	941	6	have	have	VERB
cblr-1758	941	7	customers	customer	NOUN
cblr-1758	941	8	;	;	PUNCT
cblr-1758	941	9	instead	instead	ADV
cblr-1758	941	10	,	,	PUNCT
cblr-1758	941	11	they	they	PRON
cblr-1758	941	12	are	be	AUX
cblr-1758	941	13	proprietary	proprietary	ADJ
cblr-1758	941	14	traders	trader	NOUN
cblr-1758	941	15	.	.	PUNCT
cblr-1758	942	1	see	see	VERB
cblr-1758	942	2	tara	tara	PROPN
cblr-1758	942	3	bhupathi	bhupathi	PROPN
cblr-1758	942	4	,	,	PUNCT
cblr-1758	942	5	note	note	NOUN
cblr-1758	942	6	,	,	PUNCT
cblr-1758	942	7	technology	technology	NOUN
cblr-1758	942	8	’s	’s	PART
cblr-1758	942	9	latest	late	ADJ
cblr-1758	942	10	market	market	NOUN
cblr-1758	942	11	manipulator	manipulator	NOUN
cblr-1758	942	12	?	?	PUNCT
cblr-1758	943	1	high	high	ADJ
cblr-1758	943	2	frequency	frequency	NOUN
cblr-1758	943	3	trading	trading	NOUN
cblr-1758	943	4	:	:	PUNCT
cblr-1758	943	5	the	the	DET
cblr-1758	943	6	strategies	strategy	NOUN
cblr-1758	943	7	,	,	PUNCT
cblr-1758	943	8	tools	tool	NOUN
cblr-1758	943	9	,	,	PUNCT
cblr-1758	943	10	risks	risk	NOUN
cblr-1758	943	11	,	,	PUNCT
cblr-1758	943	12	and	and	CCONJ
cblr-1758	943	13	responses	response	NOUN
cblr-1758	943	14	,	,	PUNCT
cblr-1758	943	15	11	11	NUM
cblr-1758	943	16	n.c	n.c	PROPN
cblr-1758	943	17	.	.	PROPN
cblr-1758	943	18	j.l	j.l	PROPN
cblr-1758	943	19	.	.	PROPN
cblr-1758	943	20	&	&	CCONJ
cblr-1758	943	21	tech	tech	PROPN
cblr-1758	943	22	.	.	PUNCT
cblr-1758	944	1	377	377	NUM
cblr-1758	944	2	,	,	PUNCT
cblr-1758	944	3	386–87	386–87	NUM
cblr-1758	944	4	(	(	PUNCT
cblr-1758	944	5	2010	2010	NUM
cblr-1758	944	6	)	)	PUNCT
cblr-1758	944	7	.	.	PUNCT
cblr-1758	945	1	251	251	NUM
cblr-1758	945	2	see	see	VERB
cblr-1758	945	3	,	,	PUNCT
cblr-1758	945	4	e.g.	e.g.	ADV
cblr-1758	945	5	,	,	PUNCT
cblr-1758	945	6	press	press	NOUN
cblr-1758	945	7	release	release	NOUN
cblr-1758	945	8	6239	6239	NUM
cblr-1758	945	9	-	-	SYM
cblr-1758	945	10	12	12	NUM
cblr-1758	945	11	,	,	PUNCT
cblr-1758	945	12	cftc	cftc	PROPN
cblr-1758	945	13	,	,	PUNCT
cblr-1758	945	14	federal	federal	ADJ
cblr-1758	945	15	court	court	NOUN
cblr-1758	945	16	orders	order	VERB
cblr-1758	945	17	$	$	SYM
cblr-1758	945	18	14	14	NUM
cblr-1758	945	19	million	million	NUM
cblr-1758	945	20	in	in	ADP
cblr-1758	945	21	fines	fine	NOUN
cblr-1758	945	22	and	and	CCONJ
cblr-1758	945	23	disgorgement	disgorgement	NOUN
cblr-1758	945	24	stemming	stem	VERB
cblr-1758	945	25	from	from	ADP
cblr-1758	945	26	cftc	cftc	PROPN
cblr-1758	945	27	charges	charge	NOUN
cblr-1758	945	28	against	against	ADP
cblr-1758	945	29	optiver	optiver	NOUN
cblr-1758	945	30	and	and	CCONJ
cblr-1758	945	31	others	other	NOUN
cblr-1758	945	32	for	for	ADP
cblr-1758	945	33	manipulation	manipulation	NOUN
cblr-1758	945	34	of	of	ADP
cblr-1758	945	35	nymex	nymex	PROPN
cblr-1758	945	36	crude	crude	PROPN
cblr-1758	945	37	oil	oil	NOUN
cblr-1758	945	38	,	,	PUNCT
cblr-1758	945	39	heating	heating	NOUN
cblr-1758	945	40	oil	oil	NOUN
cblr-1758	945	41	,	,	PUNCT
cblr-1758	945	42	and	and	CCONJ
cblr-1758	945	43	gasoline	gasoline	NOUN
cblr-1758	945	44	futures	future	NOUN
cblr-1758	945	45	contracts	contract	NOUN
cblr-1758	945	46	and	and	CCONJ
cblr-1758	945	47	making	make	VERB
cblr-1758	945	48	false	false	ADJ
cblr-1758	945	49	statements	statement	NOUN
cblr-1758	945	50	(	(	PUNCT
cblr-1758	945	51	apr	apr	NOUN
cblr-1758	945	52	.	.	PROPN
cblr-1758	945	53	19	19	NUM
cblr-1758	945	54	,	,	PUNCT
cblr-1758	945	55	2012	2012	NUM
cblr-1758	945	56	)	)	PUNCT
cblr-1758	945	57	,	,	PUNCT
cblr-1758	945	58	http://www.cftc.gov/pressroom/pressreleases/pr6239-12	http://www.cftc.gov/pressroom/pressreleases/pr6239-12	PROPN
cblr-1758	945	59	,	,	PUNCT
cblr-1758	945	60	archived	archive	VERB
cblr-1758	945	61	at	at	ADP
cblr-1758	945	62	http://perma.cc/3d39-y3v2	http://perma.cc/3d39-y3v2	PROPN
cblr-1758	945	63	(	(	PUNCT
cblr-1758	945	64	“	"	PUNCT
cblr-1758	945	65	‘	'	PUNCT
cblr-1758	945	66	the	the	DET
cblr-1758	945	67	cftc	cftc	PROPN
cblr-1758	945	68	will	will	AUX
cblr-1758	945	69	not	not	PART
cblr-1758	945	70	tolerate	tolerate	VERB
cblr-1758	945	71	traders	trader	NOUN
cblr-1758	945	72	who	who	PRON
cblr-1758	945	73	try	try	VERB
cblr-1758	945	74	to	to	PART
cblr-1758	945	75	gain	gain	VERB
cblr-1758	945	76	an	an	DET
cblr-1758	945	77	unlawful	unlawful	ADJ
cblr-1758	945	78	advantage	advantage	NOUN
cblr-1758	945	79	by	by	ADP
cblr-1758	945	80	using	use	VERB
cblr-1758	945	81	sophisticated	sophisticated	ADJ
cblr-1758	945	82	means	mean	NOUN
cblr-1758	945	83	to	to	PART
cblr-1758	945	84	drive	drive	VERB
cblr-1758	945	85	oil	oil	NOUN
cblr-1758	945	86	and	and	CCONJ
cblr-1758	945	87	gas	gas	NOUN
cblr-1758	945	88	futures	future	NOUN
cblr-1758	945	89	prices	price	NOUN
cblr-1758	945	90	in	in	ADP
cblr-1758	945	91	their	their	PRON
cblr-1758	945	92	favor	favor	NOUN
cblr-1758	945	93	,	,	PUNCT
cblr-1758	945	94	’	'	PUNCT
cblr-1758	945	95	said	say	VERB
cblr-1758	945	96	david	david	PROPN
cblr-1758	945	97	meister	meister	PROPN
cblr-1758	945	98	,	,	PUNCT
cblr-1758	945	99	the	the	DET
cblr-1758	945	100	director	director	NOUN
cblr-1758	945	101	of	of	ADP
cblr-1758	945	102	the	the	DET
cblr-1758	945	103	cftc	cftc	PROPN
cblr-1758	945	104	’s	’s	PART
cblr-1758	945	105	division	division	NOUN
cblr-1758	945	106	of	of	ADP
cblr-1758	945	107	enforcement	enforcement	NOUN
cblr-1758	945	108	.	.	PUNCT
cblr-1758	946	1	‘	'	PUNCT
cblr-1758	946	2	manipulative	manipulative	ADJ
cblr-1758	946	3	schemes	scheme	NOUN
cblr-1758	946	4	like	like	ADP
cblr-1758	946	5	‘	'	PUNCT
cblr-1758	946	6	banging	bang	VERB
cblr-1758	946	7	the	the	DET
cblr-1758	946	8	close	close	ADJ
cblr-1758	946	9	’	'	PUNCT
cblr-1758	946	10	harm	harm	NOUN
cblr-1758	946	11	market	market	NOUN
cblr-1758	946	12	integrity	integrity	NOUN
cblr-1758	946	13	.	.	PUNCT
cblr-1758	946	14	.	.	PUNCT
cblr-1758	946	15	.	.	PUNCT
cblr-1758	946	16	.	.	PUNCT
cblr-1758	946	17	’	'	PUNCT
cblr-1758	946	18	”	"	PUNCT
cblr-1758	946	19	)	)	PUNCT
cblr-1758	946	20	.	.	PUNCT
cblr-1758	947	1	252	252	NUM
cblr-1758	947	2	see	see	VERB
cblr-1758	947	3	press	press	NOUN
cblr-1758	947	4	release	release	NOUN
cblr-1758	947	5	6441	6441	NUM
cblr-1758	947	6	-	-	SYM
cblr-1758	947	7	12	12	NUM
cblr-1758	947	8	,	,	PUNCT
cblr-1758	947	9	cftc	cftc	PROPN
cblr-1758	947	10	,	,	PUNCT
cblr-1758	947	11	cftc	cftc	PROPN
cblr-1758	947	12	files	file	VERB
cblr-1758	947	13	complaint	complaint	VERB
cblr-1758	947	14	in	in	ADP
cblr-1758	947	15	federal	federal	ADJ
cblr-1758	947	16	court	court	NOUN
cblr-1758	947	17	against	against	ADP
cblr-1758	947	18	eric	eric	PROPN
cblr-1758	947	19	moncada	moncada	PROPN
cblr-1758	947	20	,	,	PUNCT
cblr-1758	947	21	bes	bes	PROPN
cblr-1758	947	22	capital	capital	PROPN
cblr-1758	947	23	llc	llc	PROPN
cblr-1758	947	24	,	,	PUNCT
cblr-1758	947	25	and	and	CCONJ
cblr-1758	947	26	serdika	serdika	PROPN
cblr-1758	947	27	llc	llc	PROPN
cblr-1758	947	28	alleging	allege	VERB
cblr-1758	947	29	attempted	attempt	VERB
cblr-1758	947	30	manipulation	manipulation	NOUN
cblr-1758	947	31	of	of	ADP
cblr-1758	947	32	wheat	wheat	NOUN
cblr-1758	947	33	futures	future	NOUN
cblr-1758	947	34	contract	contract	NOUN
cblr-1758	947	35	prices	price	NOUN
cblr-1758	947	36	,	,	PUNCT
cblr-1758	947	37	fictitious	fictitious	ADJ
cblr-1758	947	38	sales	sale	NOUN
cblr-1758	947	39	,	,	PUNCT
cblr-1758	947	40	and	and	CCONJ
cblr-1758	947	41	non	non	ADJ
cblr-1758	947	42	-	-	ADJ
cblr-1758	947	43	competitive	competitive	ADJ
cblr-1758	947	44	transactions	transaction	NOUN
cblr-1758	947	45	(	(	PUNCT
cblr-1758	947	46	dec	dec	PROPN
cblr-1758	947	47	.	.	PROPN
cblr-1758	947	48	4	4	NUM
cblr-1758	947	49	,	,	PUNCT
cblr-1758	947	50	2012	2012	NUM
cblr-1758	947	51	)	)	PUNCT
cblr-1758	947	52	,	,	PUNCT
cblr-1758	947	53	http://www.cftc.gov/pressroom/pressreleases/pr6441-12	http://www.cftc.gov/pressroom/pressreleases/pr6441-12	PROPN
cblr-1758	947	54	,	,	PUNCT
cblr-1758	947	55	archived	archive	VERB
cblr-1758	947	56	at	at	ADP
cblr-1758	947	57	http://perma.cc/7dum-2hvr	http://perma.cc/7dum-2hvr	PROPN
cblr-1758	947	58	.	.	PUNCT
cblr-1758	948	1	253	253	NUM
cblr-1758	948	2	see	see	VERB
cblr-1758	948	3	concept	concept	NOUN
cblr-1758	948	4	release	release	NOUN
cblr-1758	948	5	on	on	ADP
cblr-1758	948	6	risk	risk	NOUN
cblr-1758	948	7	controls	control	NOUN
cblr-1758	948	8	and	and	CCONJ
cblr-1758	948	9	system	system	NOUN
cblr-1758	948	10	safeguards	safeguard	NOUN
cblr-1758	948	11	for	for	ADP
cblr-1758	948	12	automated	automate	VERB
cblr-1758	948	13	trading	trading	NOUN
cblr-1758	948	14	environments	environment	NOUN
cblr-1758	948	15	,	,	PUNCT
cblr-1758	948	16	78	78	NUM
cblr-1758	948	17	fed	feed	VERB
cblr-1758	948	18	.	.	PUNCT
cblr-1758	949	1	reg	reg	PROPN
cblr-1758	949	2	.	.	PUNCT
cblr-1758	950	1	at	at	ADP
cblr-1758	950	2	56,548–49	56,548–49	NUM
cblr-1758	950	3	:	:	PUNCT
cblr-1758	950	4	recent	recent	ADJ
cblr-1758	950	5	malfunctions	malfunction	NOUN
cblr-1758	950	6	in	in	ADP
cblr-1758	950	7	ats	ats	PROPN
cblr-1758	950	8	and	and	CCONJ
cblr-1758	950	9	trading	trading	NOUN
cblr-1758	950	10	platform	platform	NOUN
cblr-1758	950	11	systems	system	NOUN
cblr-1758	950	12	,	,	PUNCT
cblr-1758	950	13	in	in	ADP
cblr-1758	950	14	both	both	PRON
cblr-1758	950	15	derivatives	derivative	NOUN
cblr-1758	950	16	and	and	CCONJ
cblr-1758	950	17	securities	security	NOUN
cblr-1758	950	18	markets	market	NOUN
cblr-1758	950	19	,	,	PUNCT
cblr-1758	950	20	illustrate	illustrate	VERB
cblr-1758	950	21	the	the	DET
cblr-1758	950	22	technological	technological	ADJ
cblr-1758	950	23	and	and	CCONJ
cblr-1758	950	24	operational	operational	ADJ
cblr-1758	950	25	vulnerabilities	vulnerability	NOUN
cblr-1758	950	26	inherent	inherent	ADJ
cblr-1758	950	27	to	to	ADP
cblr-1758	950	28	automated	automate	VERB
cblr-1758	950	29	trading	trading	NOUN
cblr-1758	950	30	environments	environment	NOUN
cblr-1758	950	31	.	.	PUNCT
cblr-1758	951	1	atss	atss	PROPN
cblr-1758	951	2	,	,	PUNCT
cblr-1758	951	3	for	for	ADP
cblr-1758	951	4	example	example	NOUN
cblr-1758	951	5	,	,	PUNCT
cblr-1758	951	6	are	be	AUX
cblr-1758	951	7	vulnerable	vulnerable	ADJ
cblr-1758	951	8	to	to	ADP
cblr-1758	951	9	algorithm	algorithm	NOUN
cblr-1758	951	10	design	design	NOUN
cblr-1758	951	11	flaws	flaw	NOUN
cblr-1758	951	12	,	,	PUNCT
cblr-1758	951	13	market	market	NOUN
cblr-1758	951	14	conditions	condition	NOUN
cblr-1758	951	15	outside	outside	ADV
cblr-1758	951	16	of	of	ADP
cblr-1758	951	17	normal	normal	ADJ
cblr-1758	951	18	operating	operating	NOUN
cblr-1758	951	19	parameters	parameter	NOUN
cblr-1758	951	20	,	,	PUNCT
cblr-1758	951	21	the	the	DET
cblr-1758	951	22	failure	failure	NOUN
cblr-1758	951	23	of	of	ADP
cblr-1758	951	24	built	build	VERB
cblr-1758	951	25	-	-	PUNCT
cblr-1758	951	26	in	in	ADP
cblr-1758	951	27	risk	risk	NOUN
cblr-1758	951	28	controls	control	NOUN
cblr-1758	951	29	,	,	PUNCT
cblr-1758	951	30	operational	operational	ADJ
cblr-1758	951	31	failures	failure	NOUN
cblr-1758	951	32	in	in	ADP
cblr-1758	951	33	the	the	DET
cblr-1758	951	34	communication	communication	NOUN
cblr-1758	951	35	networks	network	NOUN
cblr-1758	951	36	on	on	ADP
cblr-1758	951	37	which	which	PRON
cblr-1758	951	38	atss	atss	PROPN
cblr-1758	951	39	depend	depend	VERB
cblr-1758	951	40	for	for	ADP
cblr-1758	951	41	market	market	NOUN
cblr-1758	951	42	data	datum	NOUN
cblr-1758	951	43	and	and	CCONJ
cblr-1758	951	44	connectivity	connectivity	NOUN
cblr-1758	951	45	with	with	ADP
cblr-1758	951	46	trading	trading	NOUN
cblr-1758	951	47	platforms	platform	NOUN
cblr-1758	951	48	,	,	PUNCT
cblr-1758	951	49	and	and	CCONJ
cblr-1758	951	50	inadequate	inadequate	ADJ
cblr-1758	951	51	human	human	ADJ
cblr-1758	951	52	supervision	supervision	NOUN
cblr-1758	951	53	.	.	PUNCT
cblr-1758	952	1	scopino	scopino	PROPN
cblr-1758	952	2	–	–	PUNCT
cblr-1758	952	3	final	final	ADJ
cblr-1758	952	4	no	no	NOUN
cblr-1758	952	5	.	.	PUNCT
cblr-1758	953	1	2:439	2:439	NUM
cblr-1758	953	2	]	]	X
cblr-1758	953	3	the	the	DET
cblr-1758	953	4	second	second	ADJ
cblr-1758	953	5	machine	machine	NOUN
cblr-1758	953	6	age	age	NOUN
cblr-1758	953	7	499	499	NUM
cblr-1758	953	8	trading	trading	NOUN
cblr-1758	953	9	practices	practice	NOUN
cblr-1758	953	10	such	such	ADJ
cblr-1758	953	11	as	as	ADP
cblr-1758	953	12	wash	wash	NOUN
cblr-1758	953	13	trading	trading	NOUN
cblr-1758	953	14	or	or	CCONJ
cblr-1758	953	15	spoofing	spoof	VERB
cblr-1758	953	16	without	without	ADP
cblr-1758	953	17	human	human	ADJ
cblr-1758	953	18	instigation	instigation	NOUN
cblr-1758	953	19	.	.	PUNCT
cblr-1758	954	1	therefore	therefore	ADV
cblr-1758	954	2	,	,	PUNCT
cblr-1758	954	3	under	under	ADP
cblr-1758	954	4	the	the	DET
cblr-1758	954	5	traditional	traditional	ADJ
cblr-1758	954	6	approach	approach	NOUN
cblr-1758	954	7	,	,	PUNCT
cblr-1758	954	8	because	because	SCONJ
cblr-1758	954	9	unregistered	unregistered	ADJ
cblr-1758	954	10	firms	firm	NOUN
cblr-1758	954	11	that	that	PRON
cblr-1758	954	12	use	use	VERB
cblr-1758	954	13	atss	atss	NOUN
cblr-1758	954	14	could	could	AUX
cblr-1758	954	15	increase	increase	VERB
cblr-1758	954	16	systemic	systemic	ADJ
cblr-1758	954	17	risk	risk	NOUN
cblr-1758	954	18	or	or	CCONJ
cblr-1758	954	19	engage	engage	VERB
cblr-1758	954	20	in	in	ADP
cblr-1758	954	21	improper	improper	ADJ
cblr-1758	954	22	trading	trading	NOUN
cblr-1758	954	23	practices	practice	NOUN
cblr-1758	954	24	,	,	PUNCT
cblr-1758	954	25	congress	congress	PROPN
cblr-1758	954	26	should	should	AUX
cblr-1758	954	27	require	require	VERB
cblr-1758	954	28	persons	person	NOUN
cblr-1758	954	29	that	that	PRON
cblr-1758	954	30	use	use	VERB
cblr-1758	954	31	atss	atss	NOUN
cblr-1758	954	32	to	to	PART
cblr-1758	954	33	register	register	VERB
cblr-1758	954	34	,	,	PUNCT
cblr-1758	954	35	or	or	CCONJ
cblr-1758	954	36	at	at	ADP
cblr-1758	954	37	least	least	ADJ
cblr-1758	954	38	seriously	seriously	ADV
cblr-1758	954	39	consider	consider	VERB
cblr-1758	954	40	doing	do	VERB
cblr-1758	954	41	so.254	so.254	PROPN
cblr-1758	954	42	one	one	NUM
cblr-1758	954	43	proposed	propose	VERB
cblr-1758	954	44	solution	solution	NOUN
cblr-1758	954	45	is	be	AUX
cblr-1758	954	46	to	to	PART
cblr-1758	954	47	require	require	VERB
cblr-1758	954	48	currently	currently	ADV
cblr-1758	954	49	unregistered	unregistered	ADJ
cblr-1758	954	50	firms	firm	NOUN
cblr-1758	954	51	that	that	PRON
cblr-1758	954	52	use	use	VERB
cblr-1758	954	53	atss	atss	NOUN
cblr-1758	954	54	to	to	PART
cblr-1758	954	55	register	register	VERB
cblr-1758	954	56	as	as	ADP
cblr-1758	954	57	floor	floor	NOUN
cblr-1758	954	58	traders	trader	NOUN
cblr-1758	954	59	.	.	PUNCT
cblr-1758	955	1	the	the	DET
cblr-1758	955	2	floor	floor	NOUN
cblr-1758	955	3	trader	trader	NOUN
cblr-1758	955	4	category	category	NOUN
cblr-1758	955	5	only	only	ADV
cblr-1758	955	6	applies	apply	VERB
cblr-1758	955	7	to	to	ADP
cblr-1758	955	8	persons	person	NOUN
cblr-1758	955	9	who	who	PRON
cblr-1758	955	10	have	have	VERB
cblr-1758	955	11	trading	trading	NOUN
cblr-1758	955	12	privileges	privilege	NOUN
cblr-1758	955	13	on	on	ADP
cblr-1758	955	14	an	an	DET
cblr-1758	955	15	exchange	exchange	NOUN
cblr-1758	955	16	(	(	PUNCT
cblr-1758	955	17	or	or	CCONJ
cblr-1758	955	18	swap	swap	NOUN
cblr-1758	955	19	execution	execution	NOUN
cblr-1758	955	20	facility),255	facility),255	NOUN
cblr-1758	955	21	which	which	PRON
cblr-1758	955	22	would	would	AUX
cblr-1758	955	23	appear	appear	VERB
cblr-1758	955	24	to	to	PART
cblr-1758	955	25	correspond	correspond	VERB
cblr-1758	955	26	with	with	ADP
cblr-1758	955	27	hft	hft	PROPN
cblr-1758	955	28	firms	firm	NOUN
cblr-1758	955	29	that	that	PRON
cblr-1758	955	30	have	have	VERB
cblr-1758	955	31	direct	direct	ADJ
cblr-1758	955	32	market	market	NOUN
cblr-1758	955	33	access	access	NOUN
cblr-1758	955	34	to	to	ADP
cblr-1758	955	35	a	a	DET
cblr-1758	955	36	futures	future	NOUN
cblr-1758	955	37	exchange	exchange	NOUN
cblr-1758	955	38	because	because	SCONJ
cblr-1758	955	39	they	they	PRON
cblr-1758	955	40	are	be	AUX
cblr-1758	955	41	exchange	exchange	NOUN
cblr-1758	955	42	members.256	members.256	PROPN
cblr-1758	955	43	some	some	DET
cblr-1758	955	44	hft	hft	PROPN
cblr-1758	955	45	firms	firm	NOUN
cblr-1758	955	46	,	,	PUNCT
cblr-1758	955	47	however	however	ADV
cblr-1758	955	48	,	,	PUNCT
cblr-1758	955	49	obtain	obtain	VERB
cblr-1758	955	50	direct	direct	ADJ
cblr-1758	955	51	market	market	NOUN
cblr-1758	955	52	access	access	NOUN
cblr-1758	955	53	through	through	ADP
cblr-1758	955	54	“	"	PUNCT
cblr-1758	955	55	sponsorship	sponsorship	NOUN
cblr-1758	955	56	”	"	PUNCT
cblr-1758	955	57	by	by	ADP
cblr-1758	955	58	their	their	PRON
cblr-1758	955	59	broker	broker	NOUN
cblr-1758	955	60	.	.	PUNCT
cblr-1758	956	1	sponsorship	sponsorship	NOUN
cblr-1758	956	2	enables	enable	VERB
cblr-1758	956	3	them	they	PRON
cblr-1758	956	4	to	to	PART
cblr-1758	956	5	have	have	VERB
cblr-1758	956	6	direct	direct	ADJ
cblr-1758	956	7	market	market	NOUN
cblr-1758	956	8	access	access	NOUN
cblr-1758	956	9	by	by	ADP
cblr-1758	956	10	trading	trade	VERB
cblr-1758	956	11	under	under	ADP
cblr-1758	956	12	the	the	DET
cblr-1758	956	13	exchange	exchange	NOUN
cblr-1758	956	14	member	member	NOUN
cblr-1758	956	15	identity	identity	NOUN
cblr-1758	956	16	of	of	ADP
cblr-1758	956	17	their	their	PRON
cblr-1758	956	18	254	254	NUM
cblr-1758	956	19	compulsory	compulsory	ADJ
cblr-1758	956	20	registration	registration	NOUN
cblr-1758	956	21	for	for	ADP
cblr-1758	956	22	firms	firm	NOUN
cblr-1758	956	23	that	that	PRON
cblr-1758	956	24	use	use	VERB
cblr-1758	956	25	atss	atss	NOUN
cblr-1758	956	26	appears	appear	VERB
cblr-1758	956	27	to	to	PART
cblr-1758	956	28	be	be	AUX
cblr-1758	956	29	advisable	advisable	ADJ
cblr-1758	956	30	under	under	ADP
cblr-1758	956	31	the	the	DET
cblr-1758	956	32	traditional	traditional	ADJ
cblr-1758	956	33	theoretical	theoretical	ADJ
cblr-1758	956	34	framework	framework	NOUN
cblr-1758	956	35	,	,	PUNCT
cblr-1758	956	36	but	but	CCONJ
cblr-1758	956	37	there	there	PRON
cblr-1758	956	38	are	be	VERB
cblr-1758	956	39	numerous	numerous	ADJ
cblr-1758	956	40	issues	issue	NOUN
cblr-1758	956	41	related	relate	VERB
cblr-1758	956	42	to	to	ADP
cblr-1758	956	43	implementing	implement	VERB
cblr-1758	956	44	such	such	DET
cblr-1758	956	45	a	a	DET
cblr-1758	956	46	requirement	requirement	NOUN
cblr-1758	956	47	that	that	PRON
cblr-1758	956	48	should	should	AUX
cblr-1758	956	49	be	be	AUX
cblr-1758	956	50	evaluated	evaluate	VERB
cblr-1758	956	51	and	and	CCONJ
cblr-1758	956	52	considered	consider	VERB
cblr-1758	956	53	based	base	VERB
cblr-1758	956	54	on	on	ADP
cblr-1758	956	55	market	market	NOUN
cblr-1758	956	56	data	datum	NOUN
cblr-1758	956	57	and	and	CCONJ
cblr-1758	956	58	consultation	consultation	NOUN
cblr-1758	956	59	with	with	ADP
cblr-1758	956	60	industry	industry	NOUN
cblr-1758	956	61	representatives	representative	NOUN
cblr-1758	956	62	.	.	PUNCT
cblr-1758	957	1	the	the	DET
cblr-1758	957	2	concept	concept	NOUN
cblr-1758	957	3	release	release	NOUN
cblr-1758	957	4	raised	raise	VERB
cblr-1758	957	5	numerous	numerous	ADJ
cblr-1758	957	6	questions	question	NOUN
cblr-1758	957	7	that	that	PRON
cblr-1758	957	8	warrant	warrant	VERB
cblr-1758	957	9	further	far	ADV
cblr-1758	957	10	measured	measure	VERB
cblr-1758	957	11	analysis	analysis	NOUN
cblr-1758	957	12	.	.	PUNCT
cblr-1758	958	1	see	see	VERB
cblr-1758	958	2	concept	concept	NOUN
cblr-1758	958	3	release	release	NOUN
cblr-1758	958	4	on	on	ADP
cblr-1758	958	5	risk	risk	NOUN
cblr-1758	958	6	controls	control	NOUN
cblr-1758	958	7	and	and	CCONJ
cblr-1758	958	8	system	system	NOUN
cblr-1758	958	9	safeguards	safeguard	NOUN
cblr-1758	958	10	for	for	ADP
cblr-1758	958	11	automated	automate	VERB
cblr-1758	958	12	trading	trading	NOUN
cblr-1758	958	13	environments	environment	NOUN
cblr-1758	958	14	,	,	PUNCT
cblr-1758	958	15	78	78	NUM
cblr-1758	958	16	fed	feed	VERB
cblr-1758	958	17	.	.	PUNCT
cblr-1758	959	1	reg	reg	PROPN
cblr-1758	959	2	.	.	PUNCT
cblr-1758	960	1	at	at	ADP
cblr-1758	960	2	56,560–61	56,560–61	NUM
cblr-1758	960	3	.	.	PUNCT
cblr-1758	960	4	255	255	NUM
cblr-1758	960	5	see	see	VERB
cblr-1758	960	6	17	17	NUM
cblr-1758	960	7	c.f.r	c.f.r	NOUN
cblr-1758	960	8	.	.	PUNCT
cblr-1758	961	1	§	§	PROPN
cblr-1758	961	2	3.11(a)(2	3.11(a)(2	NUM
cblr-1758	961	3	)	)	PUNCT
cblr-1758	961	4	(	(	PUNCT
cblr-1758	961	5	2014	2014	NUM
cblr-1758	961	6	)	)	PUNCT
cblr-1758	961	7	.	.	PUNCT
cblr-1758	962	1	256	256	NUM
cblr-1758	962	2	see	see	VERB
cblr-1758	962	3	renee	renee	NOUN
cblr-1758	962	4	caruthers	caruther	NOUN
cblr-1758	962	5	,	,	PUNCT
cblr-1758	962	6	the	the	DET
cblr-1758	962	7	big	big	ADJ
cblr-1758	962	8	data	datum	NOUN
cblr-1758	962	9	edge	edge	NOUN
cblr-1758	962	10	for	for	ADP
cblr-1758	962	11	hedge	hedge	NOUN
cblr-1758	962	12	funds	fund	NOUN
cblr-1758	962	13	,	,	PUNCT
cblr-1758	962	14	traders	trader	NOUN
cblr-1758	962	15	mag	mag	INTJ
cblr-1758	962	16	.	.	PROPN
cblr-1758	962	17	,	,	PUNCT
cblr-1758	962	18	feb	feb	PROPN
cblr-1758	962	19	.	.	PROPN
cblr-1758	962	20	2014	2014	NUM
cblr-1758	962	21	,	,	PUNCT
cblr-1758	962	22	at	at	ADP
cblr-1758	962	23	34	34	NUM
cblr-1758	962	24	(	(	PUNCT
cblr-1758	962	25	interview	interview	NOUN
cblr-1758	962	26	with	with	ADP
cblr-1758	962	27	hft	hft	PROPN
cblr-1758	962	28	expert	expert	PROPN
cblr-1758	962	29	irene	irene	PROPN
cblr-1758	962	30	aldridge	aldridge	PROPN
cblr-1758	962	31	in	in	ADP
cblr-1758	962	32	which	which	PRON
cblr-1758	962	33	she	she	PRON
cblr-1758	962	34	explains	explain	VERB
cblr-1758	962	35	that	that	SCONJ
cblr-1758	962	36	many	many	ADJ
cblr-1758	962	37	hft	hft	NOUN
cblr-1758	962	38	firms	firm	NOUN
cblr-1758	962	39	have	have	VERB
cblr-1758	962	40	an	an	DET
cblr-1758	962	41	affiliated	affiliated	ADJ
cblr-1758	962	42	brokerage	brokerage	NOUN
cblr-1758	962	43	that	that	PRON
cblr-1758	962	44	they	they	PRON
cblr-1758	962	45	control	control	VERB
cblr-1758	962	46	that	that	PRON
cblr-1758	962	47	provides	provide	VERB
cblr-1758	962	48	them	they	PRON
cblr-1758	962	49	with	with	ADP
cblr-1758	962	50	direct	direct	ADJ
cblr-1758	962	51	market	market	NOUN
cblr-1758	962	52	access	access	NOUN
cblr-1758	962	53	)	)	PUNCT
cblr-1758	962	54	;	;	PUNCT
cblr-1758	962	55	concept	concept	NOUN
cblr-1758	962	56	release	release	NOUN
cblr-1758	962	57	on	on	ADP
cblr-1758	962	58	risk	risk	NOUN
cblr-1758	962	59	controls	control	NOUN
cblr-1758	962	60	and	and	CCONJ
cblr-1758	962	61	system	system	NOUN
cblr-1758	962	62	safeguards	safeguard	NOUN
cblr-1758	962	63	for	for	ADP
cblr-1758	962	64	automated	automate	VERB
cblr-1758	962	65	trading	trading	NOUN
cblr-1758	962	66	environments	environment	NOUN
cblr-1758	962	67	,	,	PUNCT
cblr-1758	962	68	78	78	NUM
cblr-1758	962	69	fed	feed	VERB
cblr-1758	962	70	.	.	PUNCT
cblr-1758	963	1	reg	reg	PROPN
cblr-1758	963	2	.	.	PUNCT
cblr-1758	964	1	at	at	ADP
cblr-1758	964	2	56,546	56,546	NUM
cblr-1758	964	3	:	:	PUNCT
cblr-1758	964	4	for	for	ADP
cblr-1758	964	5	purposes	purpose	NOUN
cblr-1758	964	6	of	of	ADP
cblr-1758	964	7	this	this	DET
cblr-1758	964	8	concept	concept	NOUN
cblr-1758	964	9	release	release	NOUN
cblr-1758	964	10	,	,	PUNCT
cblr-1758	964	11	[	[	X
cblr-1758	964	12	direct	direct	ADJ
cblr-1758	964	13	market	market	NOUN
cblr-1758	964	14	access	access	NOUN
cblr-1758	964	15	]	]	PUNCT
cblr-1758	964	16	is	be	AUX
cblr-1758	964	17	defined	define	VERB
cblr-1758	964	18	as	as	ADP
cblr-1758	964	19	a	a	DET
cblr-1758	964	20	connection	connection	NOUN
cblr-1758	964	21	method	method	NOUN
cblr-1758	964	22	that	that	PRON
cblr-1758	964	23	enables	enable	VERB
cblr-1758	964	24	a	a	DET
cblr-1758	964	25	market	market	NOUN
cblr-1758	964	26	participant	participant	NOUN
cblr-1758	964	27	to	to	PART
cblr-1758	964	28	transmit	transmit	VERB
cblr-1758	964	29	orders	order	NOUN
cblr-1758	964	30	to	to	ADP
cblr-1758	964	31	a	a	DET
cblr-1758	964	32	trading	trading	NOUN
cblr-1758	964	33	platform	platform	NOUN
cblr-1758	964	34	without	without	ADP
cblr-1758	964	35	reentry	reentry	NOUN
cblr-1758	964	36	or	or	CCONJ
cblr-1758	964	37	prior	prior	ADJ
cblr-1758	964	38	review	review	NOUN
cblr-1758	964	39	by	by	ADP
cblr-1758	964	40	systems	system	NOUN
cblr-1758	964	41	belonging	belong	VERB
cblr-1758	964	42	to	to	ADP
cblr-1758	964	43	the	the	DET
cblr-1758	964	44	market	market	NOUN
cblr-1758	964	45	participant	participant	NOUN
cblr-1758	964	46	’s	’s	PART
cblr-1758	964	47	clearing	clearing	NOUN
cblr-1758	964	48	firm	firm	NOUN
cblr-1758	964	49	.	.	PUNCT
cblr-1758	965	1	dma	dma	PROPN
cblr-1758	965	2	can	can	AUX
cblr-1758	965	3	be	be	AUX
cblr-1758	965	4	provided	provide	VERB
cblr-1758	965	5	directly	directly	ADV
cblr-1758	965	6	by	by	ADP
cblr-1758	965	7	an	an	DET
cblr-1758	965	8	exchange	exchange	NOUN
cblr-1758	965	9	or	or	CCONJ
cblr-1758	965	10	through	through	ADP
cblr-1758	965	11	the	the	DET
cblr-1758	965	12	infrastructure	infrastructure	NOUN
cblr-1758	965	13	of	of	ADP
cblr-1758	965	14	a	a	DET
cblr-1758	965	15	third	third	ADJ
cblr-1758	965	16	-	-	PUNCT
cblr-1758	965	17	party	party	NOUN
cblr-1758	965	18	provider	provider	NOUN
cblr-1758	965	19	.	.	PUNCT
cblr-1758	966	1	scopino	scopino	PROPN
cblr-1758	966	2	–	–	PUNCT
cblr-1758	966	3	final	final	ADJ
cblr-1758	966	4	500	500	NUM
cblr-1758	966	5	columbia	columbia	PROPN
cblr-1758	966	6	business	business	NOUN
cblr-1758	966	7	law	law	PROPN
cblr-1758	966	8	review	review	NOUN
cblr-1758	967	1	[	[	X
cblr-1758	967	2	vol	vol	NOUN
cblr-1758	967	3	.	.	NOUN
cblr-1758	967	4	2015	2015	NUM
cblr-1758	967	5	broker.257	broker.257	NOUN
cblr-1758	967	6	the	the	DET
cblr-1758	967	7	floor	floor	NOUN
cblr-1758	967	8	trader	trader	NOUN
cblr-1758	967	9	category	category	NOUN
cblr-1758	967	10	would	would	AUX
cblr-1758	967	11	appear	appear	VERB
cblr-1758	967	12	to	to	PART
cblr-1758	967	13	be	be	AUX
cblr-1758	967	14	a	a	DET
cblr-1758	967	15	suitable	suitable	ADJ
cblr-1758	967	16	stand	stand	NOUN
cblr-1758	967	17	-	-	PUNCT
cblr-1758	967	18	in	in	NOUN
cblr-1758	967	19	for	for	ADP
cblr-1758	967	20	exchange	exchange	NOUN
cblr-1758	967	21	-	-	PUNCT
cblr-1758	967	22	member	member	NOUN
cblr-1758	967	23	firms	firm	NOUN
cblr-1758	967	24	that	that	PRON
cblr-1758	967	25	use	use	VERB
cblr-1758	967	26	atss	atss	NOUN
cblr-1758	967	27	.	.	PUNCT
cblr-1758	968	1	conversely	conversely	ADV
cblr-1758	968	2	,	,	PUNCT
cblr-1758	968	3	if	if	SCONJ
cblr-1758	968	4	congress	congress	PROPN
cblr-1758	968	5	determines	determine	VERB
cblr-1758	968	6	that	that	SCONJ
cblr-1758	968	7	unregistered	unregistered	ADJ
cblr-1758	968	8	firms	firm	NOUN
cblr-1758	968	9	that	that	PRON
cblr-1758	968	10	use	use	VERB
cblr-1758	968	11	atss	atss	NOUN
cblr-1758	968	12	without	without	ADP
cblr-1758	968	13	direct	direct	ADJ
cblr-1758	968	14	market	market	NOUN
cblr-1758	968	15	access	access	NOUN
cblr-1758	968	16	also	also	ADV
cblr-1758	968	17	threaten	threaten	VERB
cblr-1758	968	18	to	to	PART
cblr-1758	968	19	engage	engage	VERB
cblr-1758	968	20	in	in	ADP
cblr-1758	968	21	abusive	abusive	ADJ
cblr-1758	968	22	trading	trading	NOUN
cblr-1758	968	23	practices	practice	NOUN
cblr-1758	968	24	,	,	PUNCT
cblr-1758	968	25	manipulate	manipulate	NOUN
cblr-1758	968	26	markets	market	NOUN
cblr-1758	968	27	,	,	PUNCT
cblr-1758	968	28	or	or	CCONJ
cblr-1758	968	29	increase	increase	VERB
cblr-1758	968	30	systemic	systemic	ADJ
cblr-1758	968	31	risk	risk	NOUN
cblr-1758	968	32	,	,	PUNCT
cblr-1758	968	33	then	then	ADV
cblr-1758	968	34	congress	congress	PROPN
cblr-1758	968	35	might	might	AUX
cblr-1758	968	36	be	be	AUX
cblr-1758	968	37	better	well	ADJ
cblr-1758	968	38	off	off	ADP
cblr-1758	968	39	crafting	craft	VERB
cblr-1758	968	40	a	a	DET
cblr-1758	968	41	new	new	ADJ
cblr-1758	968	42	registration	registration	NOUN
cblr-1758	968	43	category	category	NOUN
cblr-1758	968	44	to	to	PART
cblr-1758	968	45	specifically	specifically	ADV
cblr-1758	968	46	suit	suit	VERB
cblr-1758	968	47	the	the	DET
cblr-1758	968	48	circumstances	circumstance	NOUN
cblr-1758	968	49	,	,	PUNCT
cblr-1758	968	50	rather	rather	ADV
cblr-1758	968	51	than	than	ADP
cblr-1758	968	52	shoehorn	shoehorn	VERB
cblr-1758	968	53	a	a	DET
cblr-1758	968	54	broad	broad	ADJ
cblr-1758	968	55	swath	swath	NOUN
cblr-1758	968	56	of	of	ADP
cblr-1758	968	57	firms	firm	NOUN
cblr-1758	968	58	into	into	ADP
cblr-1758	968	59	the	the	DET
cblr-1758	968	60	floor	floor	NOUN
cblr-1758	968	61	trader	trader	NOUN
cblr-1758	968	62	category.258	category.258	VERB
cblr-1758	968	63	the	the	DET
cblr-1758	968	64	concept	concept	NOUN
cblr-1758	968	65	release	release	NOUN
cblr-1758	968	66	also	also	ADV
cblr-1758	968	67	raised	raise	VERB
cblr-1758	968	68	the	the	DET
cblr-1758	968	69	question	question	NOUN
cblr-1758	968	70	of	of	ADP
cblr-1758	968	71	whether	whether	SCONJ
cblr-1758	968	72	the	the	DET
cblr-1758	968	73	cftc	cftc	PROPN
cblr-1758	968	74	should	should	AUX
cblr-1758	968	75	require	require	VERB
cblr-1758	968	76	registration	registration	NOUN
cblr-1758	968	77	of	of	ADP
cblr-1758	968	78	all	all	DET
cblr-1758	968	79	those	those	PRON
cblr-1758	968	80	who	who	PRON
cblr-1758	968	81	use	use	VERB
cblr-1758	968	82	atss	atss	NOUN
cblr-1758	968	83	,	,	PUNCT
cblr-1758	968	84	or	or	CCONJ
cblr-1758	968	85	only	only	ADV
cblr-1758	968	86	those	those	DET
cblr-1758	968	87	ats	ats	PROPN
cblr-1758	968	88	users	user	NOUN
cblr-1758	968	89	who	who	PRON
cblr-1758	968	90	also	also	ADV
cblr-1758	968	91	employ	employ	VERB
cblr-1758	968	92	hft	hft	NOUN
cblr-1758	968	93	strategies.259	strategies.259	NOUN
cblr-1758	968	94	this	this	PRON
cblr-1758	968	95	prompted	prompt	VERB
cblr-1758	968	96	the	the	DET
cblr-1758	968	97	further	further	ADJ
cblr-1758	968	98	question	question	NOUN
cblr-1758	968	99	of	of	ADP
cblr-1758	968	100	what	what	PRON
cblr-1758	968	101	“	"	PUNCT
cblr-1758	968	102	firm	firm	ADJ
cblr-1758	968	103	characteristics	characteristic	NOUN
cblr-1758	968	104	,	,	PUNCT
cblr-1758	968	105	trading	trading	NOUN
cblr-1758	968	106	practices	practice	NOUN
cblr-1758	968	107	,	,	PUNCT
cblr-1758	968	108	or	or	CCONJ
cblr-1758	968	109	technologies	technology	NOUN
cblr-1758	968	110	.	.	PUNCT
cblr-1758	968	111	.	.	PUNCT
cblr-1758	969	1	.	.	PUNCT
cblr-1758	970	1	could	could	AUX
cblr-1758	970	2	be	be	AUX
cblr-1758	970	3	used	use	VERB
cblr-1758	970	4	to	to	PART
cblr-1758	970	5	trigger	trigger	VERB
cblr-1758	970	6	a	a	DET
cblr-1758	970	7	registration	registration	NOUN
cblr-1758	970	8	requirement	requirement	NOUN
cblr-1758	970	9	”	"	PUNCT
cblr-1758	970	10	for	for	ADP
cblr-1758	970	11	firms	firm	NOUN
cblr-1758	970	12	operating	operate	VERB
cblr-1758	970	13	atss.260	atss.260	NOUN
cblr-1758	970	14	at	at	ADP
cblr-1758	970	15	present	present	ADJ
cblr-1758	970	16	,	,	PUNCT
cblr-1758	970	17	there	there	PRON
cblr-1758	970	18	is	be	VERB
cblr-1758	970	19	no	no	DET
cblr-1758	970	20	minimum	minimum	ADJ
cblr-1758	970	21	trading	trading	NOUN
cblr-1758	970	22	threshold	threshold	NOUN
cblr-1758	970	23	for	for	ADP
cblr-1758	970	24	floor	floor	NOUN
cblr-1758	970	25	trader	trader	NOUN
cblr-1758	970	26	registration.261	registration.261	NOUN
cblr-1758	970	27	indeed	indeed	ADV
cblr-1758	970	28	,	,	PUNCT
cblr-1758	970	29	most	most	ADJ
cblr-1758	970	30	intermediary	intermediary	ADJ
cblr-1758	970	31	categories	category	NOUN
cblr-1758	970	32	do	do	AUX
cblr-1758	970	33	not	not	PART
cblr-1758	970	34	have	have	VERB
cblr-1758	970	35	threshold	threshold	NOUN
cblr-1758	970	36	activity	activity	NOUN
cblr-1758	970	37	levels	level	NOUN
cblr-1758	970	38	and	and	CCONJ
cblr-1758	970	39	are	be	AUX
cblr-1758	970	40	simply	simply	ADV
cblr-1758	970	41	binary	binary	ADJ
cblr-1758	970	42	propositions	proposition	NOUN
cblr-1758	970	43	.	.	PUNCT
cblr-1758	971	1	exceptions	exception	NOUN
cblr-1758	971	2	,	,	PUNCT
cblr-1758	971	3	however	however	ADV
cblr-1758	971	4	,	,	PUNCT
cblr-1758	971	5	include	include	VERB
cblr-1758	971	6	the	the	DET
cblr-1758	971	7	swap	swap	NOUN
cblr-1758	971	8	dealer	dealer	NOUN
cblr-1758	971	9	and	and	CCONJ
cblr-1758	971	10	major	major	ADJ
cblr-1758	971	11	swap	swap	NOUN
cblr-1758	971	12	participant	participant	NOUN
cblr-1758	971	13	definitions	definition	NOUN
cblr-1758	971	14	,	,	PUNCT
cblr-1758	971	15	which	which	PRON
cblr-1758	971	16	require	require	VERB
cblr-1758	971	17	substantial	substantial	ADJ
cblr-1758	971	18	notional	notional	ADJ
cblr-1758	971	19	amounts	amount	NOUN
cblr-1758	971	20	of	of	ADP
cblr-1758	971	21	swaps	swap	NOUN
cblr-1758	971	22	trading	trading	NOUN
cblr-1758	971	23	to	to	ADP
cblr-1758	971	24	satisfy.262	satisfy.262	PROPN
cblr-1758	971	25	likewise	likewise	ADV
cblr-1758	971	26	,	,	PUNCT
cblr-1758	971	27	cea	cea	PROPN
cblr-1758	971	28	section	section	PROPN
cblr-1758	971	29	4m(1	4m(1	NUM
cblr-1758	971	30	)	)	PUNCT
cblr-1758	971	31	has	have	VERB
cblr-1758	971	32	257	257	NUM
cblr-1758	971	33	bjorn	bjorn	NOUN
cblr-1758	971	34	hagstromer	hagstromer	NOUN
cblr-1758	971	35	&	&	CCONJ
cblr-1758	971	36	lars	lars	PROPN
cblr-1758	971	37	norden	norden	PROPN
cblr-1758	971	38	,	,	PUNCT
cblr-1758	971	39	the	the	DET
cblr-1758	971	40	diversity	diversity	NOUN
cblr-1758	971	41	of	of	ADP
cblr-1758	971	42	highfrequency	highfrequency	NOUN
cblr-1758	971	43	traders	trader	NOUN
cblr-1758	971	44	,	,	PUNCT
cblr-1758	971	45	16	16	NUM
cblr-1758	971	46	j.	j.	PROPN
cblr-1758	971	47	fin	fin	PROPN
cblr-1758	971	48	.	.	PUNCT
cblr-1758	972	1	mkts	mkts	NOUN
cblr-1758	972	2	.	.	PUNCT
cblr-1758	973	1	741	741	NUM
cblr-1758	973	2	,	,	PUNCT
cblr-1758	973	3	744–45	744–45	NUM
cblr-1758	973	4	(	(	PUNCT
cblr-1758	973	5	2013	2013	NUM
cblr-1758	973	6	)	)	PUNCT
cblr-1758	973	7	(	(	PUNCT
cblr-1758	973	8	explaining	explain	VERB
cblr-1758	973	9	the	the	DET
cblr-1758	973	10	mechanics	mechanic	NOUN
cblr-1758	973	11	of	of	ADP
cblr-1758	973	12	direct	direct	ADJ
cblr-1758	973	13	market	market	NOUN
cblr-1758	973	14	access	access	NOUN
cblr-1758	973	15	as	as	SCONJ
cblr-1758	973	16	offered	offer	VERB
cblr-1758	973	17	by	by	ADP
cblr-1758	973	18	brokers	broker	NOUN
cblr-1758	973	19	)	)	PUNCT
cblr-1758	973	20	.	.	PUNCT
cblr-1758	974	1	258	258	NUM
cblr-1758	974	2	the	the	DET
cblr-1758	974	3	securities	securities	PROPN
cblr-1758	974	4	and	and	CCONJ
cblr-1758	974	5	exchange	exchange	PROPN
cblr-1758	974	6	commission	commission	NOUN
cblr-1758	974	7	also	also	ADV
cblr-1758	974	8	is	be	AUX
cblr-1758	974	9	apparently	apparently	ADV
cblr-1758	974	10	considering	consider	VERB
cblr-1758	974	11	requiring	require	VERB
cblr-1758	974	12	proprietary	proprietary	ADJ
cblr-1758	974	13	trading	trading	NOUN
cblr-1758	974	14	firms	firm	NOUN
cblr-1758	974	15	that	that	PRON
cblr-1758	974	16	use	use	VERB
cblr-1758	974	17	ats	at	NOUN
cblr-1758	974	18	in	in	ADP
cblr-1758	974	19	the	the	DET
cblr-1758	974	20	securities	security	NOUN
cblr-1758	974	21	markets	market	NOUN
cblr-1758	974	22	to	to	PART
cblr-1758	974	23	register	register	VERB
cblr-1758	974	24	,	,	PUNCT
cblr-1758	974	25	although	although	SCONJ
cblr-1758	974	26	the	the	DET
cblr-1758	974	27	proposals	proposal	NOUN
cblr-1758	974	28	that	that	PRON
cblr-1758	974	29	would	would	AUX
cblr-1758	974	30	govern	govern	VERB
cblr-1758	974	31	such	such	ADJ
cblr-1758	974	32	firms	firm	NOUN
cblr-1758	974	33	are	be	AUX
cblr-1758	974	34	“	"	PUNCT
cblr-1758	974	35	still	still	ADV
cblr-1758	974	36	in	in	ADP
cblr-1758	974	37	the	the	DET
cblr-1758	974	38	most	most	ADV
cblr-1758	974	39	embryonic	embryonic	ADJ
cblr-1758	974	40	[	[	X
cblr-1758	974	41	stage	stage	NOUN
cblr-1758	974	42	]	]	PUNCT
cblr-1758	974	43	of	of	ADP
cblr-1758	974	44	regulatory	regulatory	ADJ
cblr-1758	974	45	development	development	NOUN
cblr-1758	974	46	.	.	PUNCT
cblr-1758	974	47	”	"	PUNCT
cblr-1758	975	1	mark	mark	PROPN
cblr-1758	975	2	d.	d.	PROPN
cblr-1758	975	3	knoll	knoll	PROPN
cblr-1758	975	4	,	,	PUNCT
cblr-1758	975	5	the	the	DET
cblr-1758	975	6	long	long	ADJ
cblr-1758	975	7	compliance	compliance	NOUN
cblr-1758	975	8	race	race	NOUN
cblr-1758	975	9	,	,	PUNCT
cblr-1758	975	10	traders	trader	NOUN
cblr-1758	975	11	mag	mag	INTJ
cblr-1758	975	12	.	.	PROPN
cblr-1758	975	13	,	,	PUNCT
cblr-1758	975	14	sept	sept	PROPN
cblr-1758	975	15	.	.	PROPN
cblr-1758	975	16	2014	2014	NUM
cblr-1758	975	17	,	,	PUNCT
cblr-1758	975	18	at	at	ADP
cblr-1758	975	19	12	12	NUM
cblr-1758	975	20	(	(	PUNCT
cblr-1758	975	21	stating	state	VERB
cblr-1758	975	22	that	that	SCONJ
cblr-1758	975	23	“	"	PUNCT
cblr-1758	975	24	the	the	DET
cblr-1758	975	25	sec	sec	PROPN
cblr-1758	975	26	is	be	AUX
cblr-1758	975	27	considering	consider	VERB
cblr-1758	975	28	subjecting	subject	VERB
cblr-1758	975	29	unregistered	unregistered	ADJ
cblr-1758	975	30	active	active	ADJ
cblr-1758	975	31	proprietary	proprietary	ADJ
cblr-1758	975	32	traders	trader	NOUN
cblr-1758	975	33	to	to	PART
cblr-1758	975	34	regulation	regulation	VERB
cblr-1758	975	35	as	as	ADP
cblr-1758	975	36	‘	'	PUNCT
cblr-1758	975	37	dealers	dealer	NOUN
cblr-1758	975	38	’	'	PUNCT
cblr-1758	975	39	under	under	ADP
cblr-1758	975	40	the	the	DET
cblr-1758	975	41	exchange	exchange	NOUN
cblr-1758	975	42	act	act	PROPN
cblr-1758	975	43	”	"	PUNCT
cblr-1758	975	44	)	)	PUNCT
cblr-1758	975	45	.	.	PUNCT
cblr-1758	976	1	259	259	NUM
cblr-1758	976	2	concept	concept	NOUN
cblr-1758	976	3	release	release	NOUN
cblr-1758	976	4	on	on	ADP
cblr-1758	976	5	risk	risk	NOUN
cblr-1758	976	6	controls	control	NOUN
cblr-1758	976	7	and	and	CCONJ
cblr-1758	976	8	system	system	NOUN
cblr-1758	976	9	safeguards	safeguard	NOUN
cblr-1758	976	10	for	for	ADP
cblr-1758	976	11	automated	automate	VERB
cblr-1758	976	12	trading	trading	NOUN
cblr-1758	976	13	environments	environment	NOUN
cblr-1758	976	14	,	,	PUNCT
cblr-1758	976	15	78	78	NUM
cblr-1758	976	16	fed	feed	VERB
cblr-1758	976	17	.	.	PUNCT
cblr-1758	977	1	reg	reg	PROPN
cblr-1758	977	2	.	.	PUNCT
cblr-1758	978	1	at	at	ADP
cblr-1758	978	2	56,567	56,567	NUM
cblr-1758	978	3	.	.	PUNCT
cblr-1758	978	4	260	260	NUM
cblr-1758	979	1	i	i	PRON
cblr-1758	979	2	d.	d.	PROPN
cblr-1758	979	3	261	261	NUM
cblr-1758	979	4	see	see	VERB
cblr-1758	979	5	cea	cea	PROPN
cblr-1758	979	6	§	§	PROPN
cblr-1758	979	7	1a(23	1a(23	PROPN
cblr-1758	979	8	)	)	PUNCT
cblr-1758	979	9	,	,	PUNCT
cblr-1758	979	10	7	7	NUM
cblr-1758	979	11	u.s.c	u.s.c	ADJ
cblr-1758	979	12	.	.	PUNCT
cblr-1758	980	1	§	§	PROPN
cblr-1758	980	2	1a(23	1a(23	PROPN
cblr-1758	980	3	)	)	PUNCT
cblr-1758	980	4	(	(	PUNCT
cblr-1758	980	5	2012	2012	NUM
cblr-1758	980	6	)	)	PUNCT
cblr-1758	980	7	;	;	PUNCT
cblr-1758	980	8	17	17	NUM
cblr-1758	980	9	c.f.r	c.f.r	NOUN
cblr-1758	980	10	.	.	PUNCT
cblr-1758	981	1	§	§	PROPN
cblr-1758	981	2	1.3(x	1.3(x	NUM
cblr-1758	981	3	)	)	PUNCT
cblr-1758	981	4	(	(	PUNCT
cblr-1758	981	5	2014	2014	NUM
cblr-1758	981	6	)	)	PUNCT
cblr-1758	981	7	.	.	PUNCT
cblr-1758	982	1	262	262	NUM
cblr-1758	982	2	see	see	VERB
cblr-1758	982	3	17	17	NUM
cblr-1758	982	4	c.f.r	c.f.r	NOUN
cblr-1758	982	5	.	.	PUNCT
cblr-1758	983	1	§	§	PROPN
cblr-1758	983	2	1.3(ggg)(4	1.3(ggg)(4	NUM
cblr-1758	983	3	)	)	PUNCT
cblr-1758	983	4	(	(	PUNCT
cblr-1758	983	5	2014	2014	NUM
cblr-1758	983	6	)	)	PUNCT
cblr-1758	983	7	(	(	PUNCT
cblr-1758	983	8	swap	swap	NOUN
cblr-1758	983	9	dealer	dealer	NOUN
cblr-1758	983	10	)	)	PUNCT
cblr-1758	983	11	;	;	PUNCT
cblr-1758	983	12	i	i	PRON
cblr-1758	983	13	d.	d.	PROPN
cblr-1758	983	14	at	at	ADP
cblr-1758	983	15	§	§	PROPN
cblr-1758	983	16	1.3(hhh	1.3(hhh	NUM
cblr-1758	983	17	)	)	PUNCT
cblr-1758	983	18	(	(	PUNCT
cblr-1758	983	19	major	major	ADJ
cblr-1758	983	20	swap	swap	NOUN
cblr-1758	983	21	participant	participant	NOUN
cblr-1758	983	22	)	)	PUNCT
cblr-1758	983	23	.	.	PUNCT
cblr-1758	984	1	scopino	scopino	PROPN
cblr-1758	984	2	–	–	PUNCT
cblr-1758	984	3	final	final	ADJ
cblr-1758	984	4	no	no	NOUN
cblr-1758	984	5	.	.	PUNCT
cblr-1758	985	1	2:439	2:439	NUM
cblr-1758	985	2	]	]	X
cblr-1758	985	3	the	the	DET
cblr-1758	985	4	second	second	ADJ
cblr-1758	985	5	machine	machine	NOUN
cblr-1758	985	6	age	age	NOUN
cblr-1758	985	7	501	501	NUM
cblr-1758	985	8	a	a	DET
cblr-1758	985	9	de	de	X
cblr-1758	985	10	minimis	minimis	NOUN
cblr-1758	985	11	threshold	threshold	NOUN
cblr-1758	985	12	for	for	ADP
cblr-1758	985	13	commodity	commodity	NOUN
cblr-1758	985	14	trading	trading	NOUN
cblr-1758	985	15	advisor	advisor	NOUN
cblr-1758	985	16	registration	registration	NOUN
cblr-1758	985	17	;	;	PUNCT
cblr-1758	985	18	the	the	DET
cblr-1758	985	19	statute	statute	NOUN
cblr-1758	985	20	states	state	VERB
cblr-1758	985	21	that	that	SCONJ
cblr-1758	985	22	a	a	DET
cblr-1758	985	23	person	person	NOUN
cblr-1758	985	24	does	do	AUX
cblr-1758	985	25	not	not	PART
cblr-1758	985	26	have	have	VERB
cblr-1758	985	27	to	to	PART
cblr-1758	985	28	register	register	VERB
cblr-1758	985	29	as	as	ADP
cblr-1758	985	30	a	a	DET
cblr-1758	985	31	commodity	commodity	NOUN
cblr-1758	985	32	trading	trading	NOUN
cblr-1758	985	33	advisor	advisor	NOUN
cblr-1758	985	34	if	if	SCONJ
cblr-1758	985	35	,	,	PUNCT
cblr-1758	985	36	during	during	ADP
cblr-1758	985	37	the	the	DET
cblr-1758	985	38	course	course	NOUN
cblr-1758	985	39	of	of	ADP
cblr-1758	985	40	the	the	DET
cblr-1758	985	41	preceding	precede	VERB
cblr-1758	985	42	twelve	twelve	NUM
cblr-1758	985	43	months	month	NOUN
cblr-1758	985	44	,	,	PUNCT
cblr-1758	985	45	the	the	DET
cblr-1758	985	46	commodity	commodity	NOUN
cblr-1758	985	47	trading	trading	NOUN
cblr-1758	985	48	advisor	advisor	NOUN
cblr-1758	985	49	has	have	AUX
cblr-1758	985	50	not	not	PART
cblr-1758	985	51	furnished	furnish	VERB
cblr-1758	985	52	commodity	commodity	NOUN
cblr-1758	985	53	trading	trading	NOUN
cblr-1758	985	54	advice	advice	NOUN
cblr-1758	985	55	to	to	ADP
cblr-1758	985	56	more	more	ADJ
cblr-1758	985	57	than	than	ADP
cblr-1758	985	58	fifteen	fifteen	NUM
cblr-1758	985	59	persons	person	NOUN
cblr-1758	985	60	and	and	CCONJ
cblr-1758	985	61	has	have	AUX
cblr-1758	985	62	not	not	PART
cblr-1758	985	63	held	hold	VERB
cblr-1758	985	64	herself	herself	PRON
cblr-1758	985	65	out	out	ADP
cblr-1758	985	66	generally	generally	ADV
cblr-1758	985	67	to	to	ADP
cblr-1758	985	68	the	the	DET
cblr-1758	985	69	public	public	NOUN
cblr-1758	985	70	as	as	ADP
cblr-1758	985	71	a	a	DET
cblr-1758	985	72	commodity	commodity	NOUN
cblr-1758	985	73	trading	trading	NOUN
cblr-1758	985	74	advisor.263	advisor.263	ADV
cblr-1758	985	75	in	in	ADP
cblr-1758	985	76	most	most	ADJ
cblr-1758	985	77	cases	case	NOUN
cblr-1758	985	78	,	,	PUNCT
cblr-1758	985	79	when	when	SCONJ
cblr-1758	985	80	adding	add	VERB
cblr-1758	985	81	a	a	DET
cblr-1758	985	82	new	new	ADJ
cblr-1758	985	83	registrant	registrant	NOUN
cblr-1758	985	84	category	category	NOUN
cblr-1758	985	85	,	,	PUNCT
cblr-1758	985	86	congress	congress	PROPN
cblr-1758	985	87	has	have	AUX
cblr-1758	985	88	simply	simply	ADV
cblr-1758	985	89	required	require	VERB
cblr-1758	985	90	everyone	everyone	PRON
cblr-1758	985	91	within	within	ADP
cblr-1758	985	92	that	that	DET
cblr-1758	985	93	category	category	NOUN
cblr-1758	985	94	to	to	PART
cblr-1758	985	95	register	register	VERB
cblr-1758	985	96	,	,	PUNCT
cblr-1758	985	97	but	but	CCONJ
cblr-1758	985	98	the	the	DET
cblr-1758	985	99	cftc	cftc	PROPN
cblr-1758	985	100	could	could	AUX
cblr-1758	985	101	study	study	VERB
cblr-1758	985	102	the	the	DET
cblr-1758	985	103	matter	matter	NOUN
cblr-1758	985	104	to	to	PART
cblr-1758	985	105	determine	determine	VERB
cblr-1758	985	106	if	if	SCONJ
cblr-1758	985	107	the	the	DET
cblr-1758	985	108	circumstances	circumstance	NOUN
cblr-1758	985	109	warrant	warrant	VERB
cblr-1758	985	110	establishing	establish	VERB
cblr-1758	985	111	minimum	minimum	ADJ
cblr-1758	985	112	thresholds	threshold	NOUN
cblr-1758	985	113	of	of	ADP
cblr-1758	985	114	trading	trading	NOUN
cblr-1758	985	115	or	or	CCONJ
cblr-1758	985	116	other	other	ADJ
cblr-1758	985	117	activity	activity	NOUN
cblr-1758	985	118	levels	level	NOUN
cblr-1758	985	119	to	to	PART
cblr-1758	985	120	trigger	trigger	VERB
cblr-1758	985	121	the	the	DET
cblr-1758	985	122	registration	registration	NOUN
cblr-1758	985	123	requirement	requirement	NOUN
cblr-1758	985	124	for	for	ADP
cblr-1758	985	125	persons	person	NOUN
cblr-1758	985	126	who	who	PRON
cblr-1758	985	127	use	use	VERB
cblr-1758	985	128	atss	atss	NOUN
cblr-1758	985	129	.	.	PUNCT
cblr-1758	986	1	in	in	ADP
cblr-1758	986	2	doing	do	VERB
cblr-1758	986	3	so	so	ADV
cblr-1758	986	4	,	,	PUNCT
cblr-1758	986	5	the	the	DET
cblr-1758	986	6	cftc	cftc	PROPN
cblr-1758	986	7	could	could	AUX
cblr-1758	986	8	seek	seek	VERB
cblr-1758	986	9	input	input	NOUN
cblr-1758	986	10	from	from	ADP
cblr-1758	986	11	market	market	NOUN
cblr-1758	986	12	participants	participant	NOUN
cblr-1758	986	13	and	and	CCONJ
cblr-1758	986	14	industry	industry	NOUN
cblr-1758	986	15	sros	sro	NOUN
cblr-1758	986	16	as	as	ADP
cblr-1758	986	17	to	to	ADP
cblr-1758	986	18	what	what	PRON
cblr-1758	986	19	would	would	AUX
cblr-1758	986	20	be	be	AUX
cblr-1758	986	21	the	the	DET
cblr-1758	986	22	appropriate	appropriate	ADJ
cblr-1758	986	23	thresholds	threshold	NOUN
cblr-1758	986	24	to	to	PART
cblr-1758	986	25	use	use	VERB
cblr-1758	986	26	.	.	PUNCT
cblr-1758	987	1	finally	finally	ADV
cblr-1758	987	2	,	,	PUNCT
cblr-1758	987	3	it	it	PRON
cblr-1758	987	4	should	should	AUX
cblr-1758	987	5	be	be	AUX
cblr-1758	987	6	noted	note	VERB
cblr-1758	987	7	that	that	SCONJ
cblr-1758	987	8	persons	person	NOUN
cblr-1758	987	9	who	who	PRON
cblr-1758	987	10	use	use	VERB
cblr-1758	987	11	automated	automate	VERB
cblr-1758	987	12	computer	computer	NOUN
cblr-1758	987	13	systems	system	NOUN
cblr-1758	987	14	or	or	CCONJ
cblr-1758	987	15	software	software	NOUN
cblr-1758	987	16	programs	program	NOUN
cblr-1758	987	17	in	in	ADP
cblr-1758	987	18	their	their	PRON
cblr-1758	987	19	business	business	NOUN
cblr-1758	987	20	of	of	ADP
cblr-1758	987	21	operating	operate	VERB
cblr-1758	987	22	as	as	ADP
cblr-1758	987	23	regulated	regulate	VERB
cblr-1758	987	24	intermediaries	intermediary	NOUN
cblr-1758	987	25	will	will	AUX
cblr-1758	987	26	continue	continue	VERB
cblr-1758	987	27	to	to	PART
cblr-1758	987	28	be	be	AUX
cblr-1758	987	29	regulated	regulate	VERB
cblr-1758	987	30	.	.	PUNCT
cblr-1758	988	1	the	the	DET
cblr-1758	988	2	concept	concept	NOUN
cblr-1758	988	3	release	release	NOUN
cblr-1758	988	4	also	also	ADV
cblr-1758	988	5	asked	ask	VERB
cblr-1758	988	6	if	if	SCONJ
cblr-1758	988	7	software	software	NOUN
cblr-1758	988	8	firms	firm	NOUN
cblr-1758	988	9	that	that	PRON
cblr-1758	988	10	provided	provide	VERB
cblr-1758	988	11	algorithms	algorithm	NOUN
cblr-1758	988	12	should	should	AUX
cblr-1758	988	13	be	be	AUX
cblr-1758	988	14	required	require	VERB
cblr-1758	988	15	to	to	PART
cblr-1758	988	16	register.264	register.264	VERB
cblr-1758	988	17	natural	natural	ADJ
cblr-1758	988	18	persons	person	NOUN
cblr-1758	988	19	or	or	CCONJ
cblr-1758	988	20	firms	firm	NOUN
cblr-1758	988	21	that	that	PRON
cblr-1758	988	22	sell	sell	VERB
cblr-1758	988	23	software	software	NOUN
cblr-1758	988	24	programs	program	NOUN
cblr-1758	988	25	capable	capable	ADJ
cblr-1758	988	26	of	of	ADP
cblr-1758	988	27	either	either	PRON
cblr-1758	988	28	automatically	automatically	ADV
cblr-1758	988	29	placing	place	VERB
cblr-1758	988	30	trades	trade	NOUN
cblr-1758	988	31	in	in	ADP
cblr-1758	988	32	derivatives	derivative	NOUN
cblr-1758	988	33	for	for	ADP
cblr-1758	988	34	their	their	PRON
cblr-1758	988	35	users	user	NOUN
cblr-1758	988	36	or	or	CCONJ
cblr-1758	988	37	dispensing	dispense	VERB
cblr-1758	988	38	advice	advice	NOUN
cblr-1758	988	39	about	about	ADP
cblr-1758	988	40	derivatives	derivative	NOUN
cblr-1758	988	41	trading	trading	NOUN
cblr-1758	988	42	to	to	ADP
cblr-1758	988	43	their	their	PRON
cblr-1758	988	44	users	user	NOUN
cblr-1758	988	45	are	be	AUX
cblr-1758	988	46	commodity	commodity	NOUN
cblr-1758	988	47	trading	trading	NOUN
cblr-1758	988	48	advisors	advisor	NOUN
cblr-1758	988	49	under	under	ADP
cblr-1758	988	50	the	the	DET
cblr-1758	988	51	existing	exist	VERB
cblr-1758	988	52	view	view	NOUN
cblr-1758	988	53	of	of	ADP
cblr-1758	988	54	the	the	DET
cblr-1758	988	55	law.265	law.265	NOUN
cblr-1758	988	56	accordingly	accordingly	ADV
cblr-1758	988	57	,	,	PUNCT
cblr-1758	988	58	a	a	DET
cblr-1758	988	59	software	software	NOUN
cblr-1758	988	60	firm	firm	NOUN
cblr-1758	988	61	that	that	PRON
cblr-1758	988	62	is	be	AUX
cblr-1758	988	63	compensated	compensate	VERB
cblr-1758	988	64	by	by	ADP
cblr-1758	988	65	others	other	NOUN
cblr-1758	988	66	to	to	PART
cblr-1758	988	67	provide	provide	VERB
cblr-1758	988	68	algorithms	algorithm	NOUN
cblr-1758	988	69	that	that	PRON
cblr-1758	988	70	enable	enable	VERB
cblr-1758	988	71	persons	person	NOUN
cblr-1758	988	72	to	to	PART
cblr-1758	988	73	determine	determine	VERB
cblr-1758	988	74	when	when	SCONJ
cblr-1758	988	75	to	to	PART
cblr-1758	988	76	enter	enter	VERB
cblr-1758	988	77	and	and	CCONJ
cblr-1758	988	78	exit	exit	NOUN
cblr-1758	988	79	futures	future	NOUN
cblr-1758	988	80	trades	trade	NOUN
cblr-1758	988	81	is	be	AUX
cblr-1758	988	82	probably	probably	ADV
cblr-1758	988	83	a	a	DET
cblr-1758	988	84	commodity	commodity	NOUN
cblr-1758	988	85	trading	trading	NOUN
cblr-1758	988	86	advisor.266	advisor.266	NOUN
cblr-1758	988	87	the	the	DET
cblr-1758	988	88	answer	answer	NOUN
cblr-1758	988	89	is	be	AUX
cblr-1758	988	90	not	not	PART
cblr-1758	988	91	certain	certain	ADJ
cblr-1758	988	92	,	,	PUNCT
cblr-1758	988	93	however	however	ADV
cblr-1758	988	94	,	,	PUNCT
cblr-1758	988	95	because	because	SCONJ
cblr-1758	988	96	it	it	PRON
cblr-1758	988	97	is	be	AUX
cblr-1758	988	98	unclear	unclear	ADJ
cblr-1758	988	99	whether	whether	SCONJ
cblr-1758	988	100	providing	provide	VERB
cblr-1758	988	101	algorithms	algorithm	NOUN
cblr-1758	988	102	for	for	ADP
cblr-1758	988	103	atss	atss	NOUN
cblr-1758	988	104	is	be	AUX
cblr-1758	988	105	the	the	DET
cblr-1758	988	106	equivalent	equivalent	ADJ
cblr-1758	988	107	to	to	ADP
cblr-1758	988	108	providing	provide	VERB
cblr-1758	988	109	advice	advice	NOUN
cblr-1758	988	110	263	263	NUM
cblr-1758	988	111	cea	cea	PROPN
cblr-1758	988	112	§	§	PROPN
cblr-1758	988	113	4m(1	4m(1	NUM
cblr-1758	988	114	)	)	PUNCT
cblr-1758	988	115	,	,	PUNCT
cblr-1758	988	116	7	7	NUM
cblr-1758	988	117	u.s.c	u.s.c	ADJ
cblr-1758	988	118	.	.	PUNCT
cblr-1758	989	1	§	§	PROPN
cblr-1758	989	2	6m(1	6m(1	PROPN
cblr-1758	989	3	)	)	PUNCT
cblr-1758	989	4	(	(	PUNCT
cblr-1758	989	5	2012	2012	NUM
cblr-1758	989	6	)	)	PUNCT
cblr-1758	989	7	.	.	PUNCT
cblr-1758	990	1	264	264	NUM
cblr-1758	990	2	concept	concept	NOUN
cblr-1758	990	3	release	release	NOUN
cblr-1758	990	4	on	on	ADP
cblr-1758	990	5	risk	risk	NOUN
cblr-1758	990	6	controls	control	NOUN
cblr-1758	990	7	and	and	CCONJ
cblr-1758	990	8	system	system	NOUN
cblr-1758	990	9	safeguards	safeguard	NOUN
cblr-1758	990	10	for	for	ADP
cblr-1758	990	11	automated	automate	VERB
cblr-1758	990	12	trading	trading	NOUN
cblr-1758	990	13	environments	environment	NOUN
cblr-1758	990	14	,	,	PUNCT
cblr-1758	990	15	78	78	NUM
cblr-1758	990	16	fed	feed	VERB
cblr-1758	990	17	.	.	PUNCT
cblr-1758	991	1	reg	reg	PROPN
cblr-1758	991	2	.	.	PUNCT
cblr-1758	992	1	at	at	ADP
cblr-1758	992	2	56,567	56,567	NUM
cblr-1758	992	3	.	.	PUNCT
cblr-1758	993	1	265	265	NUM
cblr-1758	993	2	cftc	cftc	PROPN
cblr-1758	993	3	v.	v.	PROPN
cblr-1758	993	4	vartuli	vartuli	PROPN
cblr-1758	993	5	,	,	PUNCT
cblr-1758	993	6	228	228	NUM
cblr-1758	993	7	f.3d	f.3d	NUM
cblr-1758	993	8	94	94	NUM
cblr-1758	993	9	,	,	PUNCT
cblr-1758	993	10	103–04	103–04	NUM
cblr-1758	993	11	(	(	PUNCT
cblr-1758	993	12	2d	2d	NUM
cblr-1758	993	13	cir	cir	NOUN
cblr-1758	993	14	.	.	PROPN
cblr-1758	993	15	2000	2000	NUM
cblr-1758	993	16	)	)	PUNCT
cblr-1758	993	17	.	.	PUNCT
cblr-1758	994	1	266	266	NUM
cblr-1758	994	2	i	i	PRON
cblr-1758	994	3	d.	d.	PROPN
cblr-1758	994	4	scopino	scopino	VERB
cblr-1758	994	5	–	–	PUNCT
cblr-1758	995	1	final	final	ADJ
cblr-1758	995	2	502	502	NUM
cblr-1758	995	3	columbia	columbia	PROPN
cblr-1758	995	4	business	business	NOUN
cblr-1758	995	5	law	law	PROPN
cblr-1758	995	6	review	review	NOUN
cblr-1758	995	7	[	[	X
cblr-1758	995	8	vol	vol	NOUN
cblr-1758	995	9	.	.	NOUN
cblr-1758	995	10	2015	2015	NUM
cblr-1758	995	11	about	about	ADP
cblr-1758	995	12	trading	trading	NOUN
cblr-1758	995	13	futures	future	NOUN
cblr-1758	995	14	and	and	CCONJ
cblr-1758	995	15	derivatives.267	derivatives.267	NOUN
cblr-1758	995	16	that	that	PRON
cblr-1758	995	17	appears	appear	VERB
cblr-1758	995	18	to	to	PART
cblr-1758	995	19	be	be	AUX
cblr-1758	995	20	the	the	DET
cblr-1758	995	21	case	case	NOUN
cblr-1758	995	22	,	,	PUNCT
cblr-1758	995	23	given	give	VERB
cblr-1758	995	24	that	that	SCONJ
cblr-1758	995	25	atss	atss	ADJ
cblr-1758	995	26	use	use	VERB
cblr-1758	995	27	algorithms	algorithm	NOUN
cblr-1758	995	28	to	to	PART
cblr-1758	995	29	determine	determine	VERB
cblr-1758	995	30	when	when	SCONJ
cblr-1758	995	31	to	to	PART
cblr-1758	995	32	enter	enter	VERB
cblr-1758	995	33	and	and	CCONJ
cblr-1758	995	34	exit	exit	NOUN
cblr-1758	995	35	trades	trade	NOUN
cblr-1758	995	36	in	in	ADP
cblr-1758	995	37	futures	future	NOUN
cblr-1758	995	38	and	and	CCONJ
cblr-1758	995	39	derivatives	derivative	NOUN
cblr-1758	995	40	.	.	PUNCT
cblr-1758	996	1	yet	yet	CCONJ
cblr-1758	996	2	a	a	DET
cblr-1758	996	3	firm	firm	NOUN
cblr-1758	996	4	could	could	AUX
cblr-1758	996	5	make	make	VERB
cblr-1758	996	6	the	the	DET
cblr-1758	996	7	argument	argument	NOUN
cblr-1758	996	8	that	that	SCONJ
cblr-1758	996	9	,	,	PUNCT
cblr-1758	996	10	unlike	unlike	ADP
cblr-1758	996	11	the	the	DET
cblr-1758	996	12	circumstances	circumstance	NOUN
cblr-1758	996	13	in	in	ADP
cblr-1758	996	14	which	which	PRON
cblr-1758	996	15	a	a	DET
cblr-1758	996	16	person	person	NOUN
cblr-1758	996	17	sells	sell	VERB
cblr-1758	996	18	an	an	DET
cblr-1758	996	19	ats	at	NOUN
cblr-1758	996	20	or	or	CCONJ
cblr-1758	996	21	a	a	DET
cblr-1758	996	22	software	software	NOUN
cblr-1758	996	23	program	program	NOUN
cblr-1758	996	24	that	that	PRON
cblr-1758	996	25	is	be	AUX
cblr-1758	996	26	independently	independently	ADV
cblr-1758	996	27	and	and	CCONJ
cblr-1758	996	28	immediately	immediately	ADV
cblr-1758	996	29	able	able	ADJ
cblr-1758	996	30	to	to	PART
cblr-1758	996	31	advise	advise	VERB
cblr-1758	996	32	others	other	NOUN
cblr-1758	996	33	about	about	ADP
cblr-1758	996	34	trading	trading	NOUN
cblr-1758	996	35	futures	future	NOUN
cblr-1758	996	36	,	,	PUNCT
cblr-1758	996	37	providing	provide	VERB
cblr-1758	996	38	algorithms	algorithm	NOUN
cblr-1758	996	39	is	be	AUX
cblr-1758	996	40	akin	akin	ADJ
cblr-1758	996	41	to	to	ADP
cblr-1758	996	42	providing	provide	VERB
cblr-1758	996	43	only	only	ADV
cblr-1758	996	44	one	one	NUM
cblr-1758	996	45	small	small	ADJ
cblr-1758	996	46	part	part	NOUN
cblr-1758	996	47	of	of	ADP
cblr-1758	996	48	a	a	DET
cblr-1758	996	49	larger	large	ADJ
cblr-1758	996	50	program	program	NOUN
cblr-1758	996	51	or	or	CCONJ
cblr-1758	996	52	entity	entity	NOUN
cblr-1758	996	53	that	that	PRON
cblr-1758	996	54	,	,	PUNCT
cblr-1758	996	55	once	once	ADV
cblr-1758	996	56	put	put	VERB
cblr-1758	996	57	together	together	ADV
cblr-1758	996	58	,	,	PUNCT
cblr-1758	996	59	advises	advise	VERB
cblr-1758	996	60	others	other	NOUN
cblr-1758	996	61	.	.	PUNCT
cblr-1758	997	1	on	on	ADP
cblr-1758	997	2	the	the	DET
cblr-1758	997	3	other	other	ADJ
cblr-1758	997	4	hand	hand	NOUN
cblr-1758	997	5	,	,	PUNCT
cblr-1758	997	6	one	one	PRON
cblr-1758	997	7	could	could	AUX
cblr-1758	997	8	argue	argue	VERB
cblr-1758	997	9	that	that	SCONJ
cblr-1758	997	10	regulating	regulate	VERB
cblr-1758	997	11	persons	person	NOUN
cblr-1758	997	12	who	who	PRON
cblr-1758	997	13	sell	sell	VERB
cblr-1758	997	14	algorithms	algorithm	NOUN
cblr-1758	997	15	for	for	ADP
cblr-1758	997	16	atss	atss	NOUN
cblr-1758	997	17	would	would	AUX
cblr-1758	997	18	help	help	VERB
cblr-1758	997	19	prevent	prevent	VERB
cblr-1758	997	20	systemic	systemic	ADJ
cblr-1758	997	21	risk	risk	NOUN
cblr-1758	997	22	,	,	PUNCT
cblr-1758	997	23	fraud	fraud	NOUN
cblr-1758	997	24	,	,	PUNCT
cblr-1758	997	25	and	and	CCONJ
cblr-1758	997	26	market	market	NOUN
cblr-1758	997	27	manipulation	manipulation	NOUN
cblr-1758	997	28	.	.	PUNCT
cblr-1758	998	1	by	by	ADP
cblr-1758	998	2	subjecting	subject	VERB
cblr-1758	998	3	such	such	ADJ
cblr-1758	998	4	persons	person	NOUN
cblr-1758	998	5	to	to	ADP
cblr-1758	998	6	compulsory	compulsory	ADJ
cblr-1758	998	7	registration	registration	NOUN
cblr-1758	998	8	,	,	PUNCT
cblr-1758	998	9	regulation	regulation	NOUN
cblr-1758	998	10	would	would	AUX
cblr-1758	998	11	screen	screen	VERB
cblr-1758	998	12	dishonest	dishonest	ADJ
cblr-1758	998	13	individuals	individual	NOUN
cblr-1758	998	14	through	through	ADP
cblr-1758	998	15	background	background	NOUN
cblr-1758	998	16	fitness	fitness	NOUN
cblr-1758	998	17	investigations	investigation	NOUN
cblr-1758	998	18	.	.	PUNCT
cblr-1758	999	1	somewhat	somewhat	ADV
cblr-1758	999	2	related	relate	VERB
cblr-1758	999	3	,	,	PUNCT
cblr-1758	999	4	securities	security	NOUN
cblr-1758	999	5	market	market	NOUN
cblr-1758	999	6	regulators	regulator	NOUN
cblr-1758	999	7	appear	appear	VERB
cblr-1758	999	8	to	to	PART
cblr-1758	999	9	be	be	AUX
cblr-1758	999	10	moving	move	VERB
cblr-1758	999	11	toward	toward	ADP
cblr-1758	999	12	registration	registration	NOUN
cblr-1758	999	13	requirements	requirement	NOUN
cblr-1758	999	14	for	for	ADP
cblr-1758	999	15	associated	associated	ADJ
cblr-1758	999	16	persons	person	NOUN
cblr-1758	999	17	who	who	PRON
cblr-1758	999	18	are	be	AUX
cblr-1758	999	19	ats	ats	PROPN
cblr-1758	999	20	designers	designer	NOUN
cblr-1758	999	21	and	and	CCONJ
cblr-1758	999	22	programmers.268	programmers.268	PROPN
cblr-1758	999	23	267	267	NUM
cblr-1758	999	24	the	the	DET
cblr-1758	999	25	cftc	cftc	PROPN
cblr-1758	999	26	requested	request	VERB
cblr-1758	999	27	information	information	NOUN
cblr-1758	999	28	from	from	ADP
cblr-1758	999	29	market	market	NOUN
cblr-1758	999	30	participants	participant	NOUN
cblr-1758	999	31	about	about	ADP
cblr-1758	999	32	the	the	DET
cblr-1758	999	33	relationship	relationship	NOUN
cblr-1758	999	34	between	between	ADP
cblr-1758	999	35	atss	atss	NOUN
cblr-1758	999	36	and	and	CCONJ
cblr-1758	999	37	the	the	DET
cblr-1758	999	38	algorithms	algorithm	NOUN
cblr-1758	999	39	that	that	PRON
cblr-1758	999	40	they	they	PRON
cblr-1758	999	41	employ	employ	VERB
cblr-1758	999	42	.	.	PUNCT
cblr-1758	1000	1	see	see	VERB
cblr-1758	1000	2	concept	concept	NOUN
cblr-1758	1000	3	release	release	NOUN
cblr-1758	1000	4	on	on	ADP
cblr-1758	1000	5	risk	risk	NOUN
cblr-1758	1000	6	controls	control	NOUN
cblr-1758	1000	7	and	and	CCONJ
cblr-1758	1000	8	system	system	NOUN
cblr-1758	1000	9	safeguards	safeguard	NOUN
cblr-1758	1000	10	for	for	ADP
cblr-1758	1000	11	automated	automate	VERB
cblr-1758	1000	12	trading	trading	NOUN
cblr-1758	1000	13	environments	environment	NOUN
cblr-1758	1000	14	,	,	PUNCT
cblr-1758	1000	15	78	78	NUM
cblr-1758	1000	16	fed	feed	VERB
cblr-1758	1000	17	.	.	PUNCT
cblr-1758	1001	1	reg	reg	PROPN
cblr-1758	1001	2	.	.	PUNCT
cblr-1758	1002	1	at	at	ADP
cblr-1758	1002	2	56,560	56,560	NUM
cblr-1758	1002	3	:	:	PUNCT
cblr-1758	1002	4	the	the	DET
cblr-1758	1002	5	[	[	X
cblr-1758	1002	6	cftc	cftc	X
cblr-1758	1002	7	]	]	PUNCT
cblr-1758	1002	8	understands	understand	VERB
cblr-1758	1002	9	that	that	SCONJ
cblr-1758	1002	10	an	an	DET
cblr-1758	1002	11	ats	ats	PROPN
cblr-1758	1002	12	may	may	AUX
cblr-1758	1002	13	consist	consist	VERB
cblr-1758	1002	14	of	of	ADP
cblr-1758	1002	15	numerous	numerous	ADJ
cblr-1758	1002	16	algorithms	algorithm	NOUN
cblr-1758	1002	17	,	,	PUNCT
cblr-1758	1002	18	each	each	PRON
cblr-1758	1002	19	of	of	ADP
cblr-1758	1002	20	which	which	PRON
cblr-1758	1002	21	contributes	contribute	VERB
cblr-1758	1002	22	to	to	ADP
cblr-1758	1002	23	a	a	DET
cblr-1758	1002	24	trading	trading	NOUN
cblr-1758	1002	25	decision	decision	NOUN
cblr-1758	1002	26	.	.	PUNCT
cblr-1758	1003	1	if	if	SCONJ
cblr-1758	1003	2	an	an	DET
cblr-1758	1003	3	algorithm	algorithm	NOUN
cblr-1758	1003	4	-	-	PUNCT
cblr-1758	1003	5	based	base	VERB
cblr-1758	1003	6	identification	identification	NOUN
cblr-1758	1003	7	system	system	NOUN
cblr-1758	1003	8	is	be	AUX
cblr-1758	1003	9	proposed	propose	VERB
cblr-1758	1003	10	,	,	PUNCT
cblr-1758	1003	11	which	which	PRON
cblr-1758	1003	12	of	of	ADP
cblr-1758	1003	13	the	the	DET
cblr-1758	1003	14	potentially	potentially	ADV
cblr-1758	1003	15	multiple	multiple	ADJ
cblr-1758	1003	16	algorithms	algorithm	NOUN
cblr-1758	1003	17	that	that	PRON
cblr-1758	1003	18	constitute	constitute	VERB
cblr-1758	1003	19	an	an	DET
cblr-1758	1003	20	ats	ats	PROPN
cblr-1758	1003	21	should	should	AUX
cblr-1758	1003	22	carry	carry	VERB
cblr-1758	1003	23	the	the	DET
cblr-1758	1003	24	i	i	PROPN
cblr-1758	1003	25	d	d	PROPN
cblr-1758	1003	26	?	?	PUNCT
cblr-1758	1004	1	in	in	ADP
cblr-1758	1004	2	addition	addition	NOUN
cblr-1758	1004	3	,	,	PUNCT
cblr-1758	1004	4	what	what	DET
cblr-1758	1004	5	degree	degree	NOUN
cblr-1758	1004	6	of	of	ADP
cblr-1758	1004	7	change	change	NOUN
cblr-1758	1004	8	to	to	ADP
cblr-1758	1004	9	an	an	DET
cblr-1758	1004	10	algorithm	algorithm	NOUN
cblr-1758	1004	11	should	should	AUX
cblr-1758	1004	12	necessitate	necessitate	VERB
cblr-1758	1004	13	the	the	DET
cblr-1758	1004	14	use	use	NOUN
cblr-1758	1004	15	of	of	ADP
cblr-1758	1004	16	a	a	DET
cblr-1758	1004	17	new	new	ADJ
cblr-1758	1004	18	i	i	PROPN
cblr-1758	1004	19	d	d	PROPN
cblr-1758	1004	20	,	,	PUNCT
cblr-1758	1004	21	and	and	CCONJ
cblr-1758	1004	22	how	how	SCONJ
cblr-1758	1004	23	often	often	ADV
cblr-1758	1004	24	does	do	AUX
cblr-1758	1004	25	this	this	DET
cblr-1758	1004	26	change	change	NOUN
cblr-1758	1004	27	typically	typically	ADV
cblr-1758	1004	28	occur	occur	VERB
cblr-1758	1004	29	?	?	PUNCT
cblr-1758	1004	30	268	268	NUM
cblr-1758	1004	31	as	as	SCONJ
cblr-1758	1004	32	mentioned	mention	VERB
cblr-1758	1004	33	,	,	PUNCT
cblr-1758	1004	34	in	in	ADP
cblr-1758	1004	35	september	september	PROPN
cblr-1758	1004	36	of	of	ADP
cblr-1758	1004	37	2014	2014	NUM
cblr-1758	1004	38	,	,	PUNCT
cblr-1758	1004	39	finra	finra	PROPN
cblr-1758	1004	40	’s	’s	PART
cblr-1758	1004	41	board	board	NOUN
cblr-1758	1004	42	began	begin	VERB
cblr-1758	1004	43	“	"	PUNCT
cblr-1758	1004	44	seeking	seek	VERB
cblr-1758	1004	45	comment	comment	NOUN
cblr-1758	1004	46	on	on	ADP
cblr-1758	1004	47	a	a	DET
cblr-1758	1004	48	proposal	proposal	NOUN
cblr-1758	1004	49	to	to	PART
cblr-1758	1004	50	establish	establish	VERB
cblr-1758	1004	51	a	a	DET
cblr-1758	1004	52	registration	registration	NOUN
cblr-1758	1004	53	requirement	requirement	NOUN
cblr-1758	1004	54	for	for	ADP
cblr-1758	1004	55	associated	associated	ADJ
cblr-1758	1004	56	persons	person	NOUN
cblr-1758	1004	57	who	who	PRON
cblr-1758	1004	58	are	be	AUX
cblr-1758	1004	59	:	:	PUNCT
cblr-1758	1004	60	(	(	PUNCT
cblr-1758	1004	61	1	1	X
cblr-1758	1004	62	)	)	PUNCT
cblr-1758	1004	63	primarily	primarily	ADV
cblr-1758	1004	64	responsible	responsible	ADJ
cblr-1758	1004	65	for	for	ADP
cblr-1758	1004	66	the	the	DET
cblr-1758	1004	67	design	design	NOUN
cblr-1758	1004	68	,	,	PUNCT
cblr-1758	1004	69	development	development	NOUN
cblr-1758	1004	70	or	or	CCONJ
cblr-1758	1004	71	for	for	ADP
cblr-1758	1004	72	directing	direct	VERB
cblr-1758	1004	73	the	the	DET
cblr-1758	1004	74	significant	significant	ADJ
cblr-1758	1004	75	modification	modification	NOUN
cblr-1758	1004	76	of	of	ADP
cblr-1758	1004	77	an	an	DET
cblr-1758	1004	78	algorithmic	algorithmic	ADJ
cblr-1758	1004	79	strategy	strategy	NOUN
cblr-1758	1004	80	;	;	PUNCT
cblr-1758	1004	81	or	or	CCONJ
cblr-1758	1004	82	(	(	PUNCT
cblr-1758	1004	83	2	2	X
cblr-1758	1004	84	)	)	PUNCT
cblr-1758	1004	85	responsible	responsible	ADJ
cblr-1758	1004	86	for	for	ADP
cblr-1758	1004	87	supervising	supervise	VERB
cblr-1758	1004	88	such	such	ADJ
cblr-1758	1004	89	functions	function	NOUN
cblr-1758	1004	90	.	.	PUNCT
cblr-1758	1004	91	”	"	PUNCT
cblr-1758	1005	1	see	see	VERB
cblr-1758	1005	2	finra	finra	PROPN
cblr-1758	1005	3	gets	get	VERB
cblr-1758	1005	4	board	board	NOUN
cblr-1758	1005	5	approval	approval	NOUN
cblr-1758	1005	6	of	of	ADP
cblr-1758	1005	7	series	series	NOUN
cblr-1758	1005	8	of	of	ADP
cblr-1758	1005	9	equity	equity	NOUN
cblr-1758	1005	10	trading	trading	NOUN
cblr-1758	1005	11	and	and	CCONJ
cblr-1758	1005	12	fixed	fix	VERB
cblr-1758	1005	13	income	income	NOUN
cblr-1758	1005	14	rulemaking	rulemaking	NOUN
cblr-1758	1005	15	items	item	NOUN
cblr-1758	1005	16	,	,	PUNCT
cblr-1758	1005	17	professional	professional	ADJ
cblr-1758	1005	18	services	service	NOUN
cblr-1758	1005	19	close	close	NOUN
cblr-1758	1005	20	-	-	PUNCT
cblr-1758	1005	21	up	up	NOUN
cblr-1758	1005	22	(	(	PUNCT
cblr-1758	1005	23	sept	sept	PROPN
cblr-1758	1005	24	.	.	PROPN
cblr-1758	1005	25	30	30	NUM
cblr-1758	1005	26	,	,	PUNCT
cblr-1758	1005	27	2014	2014	NUM
cblr-1758	1005	28	)	)	PUNCT
cblr-1758	1005	29	;	;	PUNCT
cblr-1758	1005	30	regulators	regulator	NOUN
cblr-1758	1005	31	eye	eye	NOUN
cblr-1758	1005	32	algorithms	algorithm	NOUN
cblr-1758	1005	33	,	,	PUNCT
cblr-1758	1005	34	markets	market	NOUN
cblr-1758	1005	35	media	medium	NOUN
cblr-1758	1005	36	,	,	PUNCT
cblr-1758	1005	37	supra	supra	PROPN
cblr-1758	1005	38	note	note	NOUN
cblr-1758	1005	39	64	64	NUM
cblr-1758	1005	40	.	.	PUNCT
cblr-1758	1006	1	this	this	PRON
cblr-1758	1006	2	is	be	AUX
cblr-1758	1006	3	consistent	consistent	ADJ
cblr-1758	1006	4	with	with	ADP
cblr-1758	1006	5	other	other	ADJ
cblr-1758	1006	6	recent	recent	ADJ
cblr-1758	1006	7	efforts	effort	NOUN
cblr-1758	1006	8	by	by	ADP
cblr-1758	1006	9	securities	security	NOUN
cblr-1758	1006	10	industry	industry	NOUN
cblr-1758	1006	11	officials	official	NOUN
cblr-1758	1006	12	to	to	PART
cblr-1758	1006	13	increase	increase	VERB
cblr-1758	1006	14	scrutiny	scrutiny	NOUN
cblr-1758	1006	15	of	of	ADP
cblr-1758	1006	16	atss	atss	ADJ
cblr-1758	1006	17	and	and	CCONJ
cblr-1758	1006	18	hft	hft	NOUN
cblr-1758	1006	19	strategies	strategy	NOUN
cblr-1758	1006	20	.	.	PUNCT
cblr-1758	1007	1	see	see	VERB
cblr-1758	1007	2	knoll	knoll	NOUN
cblr-1758	1007	3	,	,	PUNCT
cblr-1758	1007	4	supra	supra	PROPN
cblr-1758	1007	5	note	note	NOUN
cblr-1758	1007	6	258	258	NUM
cblr-1758	1007	7	,	,	PUNCT
cblr-1758	1007	8	at	at	ADP
cblr-1758	1007	9	12	12	NUM
cblr-1758	1007	10	(	(	PUNCT
cblr-1758	1007	11	stating	state	VERB
cblr-1758	1007	12	that	that	SCONJ
cblr-1758	1007	13	securities	security	NOUN
cblr-1758	1007	14	and	and	CCONJ
cblr-1758	1007	15	exchange	exchange	PROPN
cblr-1758	1007	16	commission	commission	PROPN
cblr-1758	1007	17	chair	chair	PROPN
cblr-1758	1007	18	mary	mary	PROPN
cblr-1758	1007	19	jo	jo	PROPN
cblr-1758	1007	20	scopino	scopino	PROPN
cblr-1758	1007	21	–	–	PUNCT
cblr-1758	1007	22	final	final	ADJ
cblr-1758	1007	23	no	no	NOUN
cblr-1758	1007	24	.	.	PUNCT
cblr-1758	1008	1	2:439	2:439	NUM
cblr-1758	1008	2	]	]	X
cblr-1758	1008	3	the	the	DET
cblr-1758	1008	4	second	second	ADJ
cblr-1758	1008	5	machine	machine	NOUN
cblr-1758	1008	6	age	age	NOUN
cblr-1758	1008	7	503	503	NUM
cblr-1758	1008	8	persons	person	NOUN
cblr-1758	1008	9	are	be	AUX
cblr-1758	1008	10	unlikely	unlikely	ADJ
cblr-1758	1008	11	to	to	PART
cblr-1758	1008	12	face	face	VERB
cblr-1758	1008	13	a	a	DET
cblr-1758	1008	14	registration	registration	NOUN
cblr-1758	1008	15	requirement	requirement	NOUN
cblr-1758	1008	16	,	,	PUNCT
cblr-1758	1008	17	however	however	ADV
cblr-1758	1008	18	,	,	PUNCT
cblr-1758	1008	19	if	if	SCONJ
cblr-1758	1008	20	they	they	PRON
cblr-1758	1008	21	sell	sell	VERB
cblr-1758	1008	22	software	software	NOUN
cblr-1758	1008	23	programs	program	NOUN
cblr-1758	1008	24	that	that	PRON
cblr-1758	1008	25	automatically	automatically	ADV
cblr-1758	1008	26	and	and	CCONJ
cblr-1758	1008	27	independently	independently	ADV
cblr-1758	1008	28	solicit	solicit	VERB
cblr-1758	1008	29	customers	customer	NOUN
cblr-1758	1008	30	rather	rather	ADV
cblr-1758	1008	31	than	than	ADP
cblr-1758	1008	32	place	place	NOUN
cblr-1758	1008	33	trades	trade	NOUN
cblr-1758	1008	34	in	in	ADP
cblr-1758	1008	35	derivatives	derivative	NOUN
cblr-1758	1008	36	or	or	CCONJ
cblr-1758	1008	37	give	give	VERB
cblr-1758	1008	38	advice	advice	NOUN
cblr-1758	1008	39	about	about	ADP
cblr-1758	1008	40	derivatives	derivative	NOUN
cblr-1758	1008	41	trading	trading	NOUN
cblr-1758	1008	42	.	.	PUNCT
cblr-1758	1009	1	none	none	NOUN
cblr-1758	1009	2	of	of	ADP
cblr-1758	1009	3	the	the	DET
cblr-1758	1009	4	intermediary	intermediary	ADJ
cblr-1758	1009	5	category	category	NOUN
cblr-1758	1009	6	definitions	definition	NOUN
cblr-1758	1009	7	is	be	AUX
cblr-1758	1009	8	triggered	trigger	VERB
cblr-1758	1009	9	by	by	ADP
cblr-1758	1009	10	selling	sell	VERB
cblr-1758	1009	11	someone	someone	PRON
cblr-1758	1009	12	a	a	DET
cblr-1758	1009	13	machine	machine	NOUN
cblr-1758	1009	14	or	or	CCONJ
cblr-1758	1009	15	software	software	NOUN
cblr-1758	1009	16	program	program	NOUN
cblr-1758	1009	17	that	that	PRON
cblr-1758	1009	18	is	be	AUX
cblr-1758	1009	19	capable	capable	ADJ
cblr-1758	1009	20	of	of	ADP
cblr-1758	1009	21	soliciting	solicit	VERB
cblr-1758	1009	22	customers	customer	NOUN
cblr-1758	1009	23	for	for	ADP
cblr-1758	1009	24	futures	future	NOUN
cblr-1758	1009	25	or	or	CCONJ
cblr-1758	1009	26	derivatives	derivative	NOUN
cblr-1758	1009	27	trading	trading	NOUN
cblr-1758	1009	28	.	.	PUNCT
cblr-1758	1010	1	instead	instead	ADV
cblr-1758	1010	2	,	,	PUNCT
cblr-1758	1010	3	the	the	DET
cblr-1758	1010	4	definitions	definition	NOUN
cblr-1758	1010	5	focus	focus	VERB
cblr-1758	1010	6	on	on	ADP
cblr-1758	1010	7	persons	person	NOUN
cblr-1758	1010	8	who	who	PRON
cblr-1758	1010	9	actually	actually	ADV
cblr-1758	1010	10	solicit	solicit	VERB
cblr-1758	1010	11	customer	customer	NOUN
cblr-1758	1010	12	funds	fund	NOUN
cblr-1758	1010	13	,	,	PUNCT
cblr-1758	1010	14	orders	order	NOUN
cblr-1758	1010	15	for	for	ADP
cblr-1758	1010	16	trades	trade	NOUN
cblr-1758	1010	17	,	,	PUNCT
cblr-1758	1010	18	or	or	CCONJ
cblr-1758	1010	19	participation	participation	NOUN
cblr-1758	1010	20	in	in	ADP
cblr-1758	1010	21	commodity	commodity	NOUN
cblr-1758	1010	22	pools.269	pools.269	NOUN
cblr-1758	1010	23	put	put	VERB
cblr-1758	1010	24	simply	simply	ADV
cblr-1758	1010	25	,	,	PUNCT
cblr-1758	1010	26	because	because	SCONJ
cblr-1758	1010	27	several	several	ADJ
cblr-1758	1010	28	intermediary	intermediary	ADJ
cblr-1758	1010	29	categories	category	NOUN
cblr-1758	1010	30	target	target	NOUN
cblr-1758	1010	31	persons	person	NOUN
cblr-1758	1010	32	who	who	PRON
cblr-1758	1010	33	solicit	solicit	VERB
cblr-1758	1010	34	for	for	ADP
cblr-1758	1010	35	trades	trade	NOUN
cblr-1758	1010	36	,	,	PUNCT
cblr-1758	1010	37	funds	fund	NOUN
cblr-1758	1010	38	,	,	PUNCT
cblr-1758	1010	39	or	or	CCONJ
cblr-1758	1010	40	the	the	DET
cblr-1758	1010	41	like,270	like,270	ADJ
cblr-1758	1010	42	a	a	DET
cblr-1758	1010	43	person	person	NOUN
cblr-1758	1010	44	who	who	PRON
cblr-1758	1010	45	sells	sell	VERB
cblr-1758	1010	46	a	a	DET
cblr-1758	1010	47	software	software	NOUN
cblr-1758	1010	48	program	program	NOUN
cblr-1758	1010	49	designed	design	VERB
cblr-1758	1010	50	to	to	PART
cblr-1758	1010	51	automatically	automatically	ADV
cblr-1758	1010	52	send	send	VERB
cblr-1758	1010	53	emails	email	NOUN
cblr-1758	1010	54	or	or	CCONJ
cblr-1758	1010	55	messages	message	NOUN
cblr-1758	1010	56	to	to	ADP
cblr-1758	1010	57	others	other	NOUN
cblr-1758	1010	58	to	to	PART
cblr-1758	1010	59	solicit	solicit	VERB
cblr-1758	1010	60	orders	order	NOUN
cblr-1758	1010	61	for	for	ADP
cblr-1758	1010	62	futures	future	NOUN
cblr-1758	1010	63	trades	trade	NOUN
cblr-1758	1010	64	probably	probably	ADV
cblr-1758	1010	65	would	would	AUX
cblr-1758	1010	66	not	not	PART
cblr-1758	1010	67	have	have	VERB
cblr-1758	1010	68	to	to	PART
cblr-1758	1010	69	register	register	VERB
cblr-1758	1010	70	.	.	PUNCT
cblr-1758	1011	1	however	however	ADV
cblr-1758	1011	2	,	,	PUNCT
cblr-1758	1011	3	a	a	DET
cblr-1758	1011	4	person	person	NOUN
cblr-1758	1011	5	who	who	PRON
cblr-1758	1011	6	uses	use	VERB
cblr-1758	1011	7	such	such	DET
cblr-1758	1011	8	a	a	DET
cblr-1758	1011	9	program	program	NOUN
cblr-1758	1011	10	probably	probably	ADV
cblr-1758	1011	11	would	would	AUX
cblr-1758	1011	12	be	be	AUX
cblr-1758	1011	13	required	require	VERB
cblr-1758	1011	14	to	to	PART
cblr-1758	1011	15	register	register	VERB
cblr-1758	1011	16	in	in	ADP
cblr-1758	1011	17	some	some	DET
cblr-1758	1011	18	capacity	capacity	NOUN
cblr-1758	1011	19	with	with	ADP
cblr-1758	1011	20	the	the	DET
cblr-1758	1011	21	cftc.271	cftc.271	NOUN
cblr-1758	1011	22	under	under	ADP
cblr-1758	1011	23	its	its	PRON
cblr-1758	1011	24	traditional	traditional	ADJ
cblr-1758	1011	25	approach	approach	NOUN
cblr-1758	1011	26	,	,	PUNCT
cblr-1758	1011	27	congress	congress	PROPN
cblr-1758	1011	28	should	should	AUX
cblr-1758	1011	29	expand	expand	VERB
cblr-1758	1011	30	the	the	DET
cblr-1758	1011	31	compulsory	compulsory	ADJ
cblr-1758	1011	32	registration	registration	NOUN
cblr-1758	1011	33	requirements	requirement	NOUN
cblr-1758	1011	34	to	to	PART
cblr-1758	1011	35	cover	cover	VERB
cblr-1758	1011	36	persons	person	NOUN
cblr-1758	1011	37	who	who	PRON
cblr-1758	1011	38	sell	sell	VERB
cblr-1758	1011	39	software	software	NOUN
cblr-1758	1011	40	programs	program	NOUN
cblr-1758	1011	41	capable	capable	ADJ
cblr-1758	1011	42	of	of	ADP
cblr-1758	1011	43	soliciting	solicit	VERB
cblr-1758	1011	44	orders	order	NOUN
cblr-1758	1011	45	for	for	ADP
cblr-1758	1011	46	futures	future	NOUN
cblr-1758	1011	47	trades	trade	NOUN
cblr-1758	1011	48	if	if	SCONJ
cblr-1758	1011	49	the	the	DET
cblr-1758	1011	50	activities	activity	NOUN
cblr-1758	1011	51	of	of	ADP
cblr-1758	1011	52	the	the	DET
cblr-1758	1011	53	sellers	seller	NOUN
cblr-1758	1011	54	threaten	threaten	VERB
cblr-1758	1011	55	to	to	PART
cblr-1758	1011	56	increase	increase	VERB
cblr-1758	1011	57	systemic	systemic	ADJ
cblr-1758	1011	58	risk	risk	NOUN
cblr-1758	1011	59	or	or	CCONJ
cblr-1758	1011	60	if	if	SCONJ
cblr-1758	1011	61	the	the	DET
cblr-1758	1011	62	sellers	seller	NOUN
cblr-1758	1011	63	have	have	VERB
cblr-1758	1011	64	the	the	DET
cblr-1758	1011	65	potential	potential	NOUN
cblr-1758	1011	66	to	to	PART
cblr-1758	1011	67	engage	engage	VERB
cblr-1758	1011	68	in	in	ADP
cblr-1758	1011	69	fraudulent	fraudulent	ADJ
cblr-1758	1011	70	,	,	PUNCT
cblr-1758	1011	71	manipulative	manipulative	ADJ
cblr-1758	1011	72	,	,	PUNCT
cblr-1758	1011	73	or	or	CCONJ
cblr-1758	1011	74	abusive	abusive	ADJ
cblr-1758	1011	75	conduct	conduct	NOUN
cblr-1758	1011	76	.	.	PUNCT
cblr-1758	1012	1	at	at	ADP
cblr-1758	1012	2	this	this	DET
cblr-1758	1012	3	point	point	NOUN
cblr-1758	1012	4	,	,	PUNCT
cblr-1758	1012	5	there	there	PRON
cblr-1758	1012	6	does	do	AUX
cblr-1758	1012	7	not	not	PART
cblr-1758	1012	8	appear	appear	VERB
cblr-1758	1012	9	to	to	PART
cblr-1758	1012	10	be	be	AUX
cblr-1758	1012	11	any	any	DET
cblr-1758	1012	12	evidence	evidence	NOUN
cblr-1758	1012	13	of	of	ADP
cblr-1758	1012	14	fraud	fraud	NOUN
cblr-1758	1012	15	,	,	PUNCT
cblr-1758	1012	16	market	market	NOUN
cblr-1758	1012	17	manipulation	manipulation	NOUN
cblr-1758	1012	18	,	,	PUNCT
cblr-1758	1012	19	or	or	CCONJ
cblr-1758	1012	20	an	an	DET
cblr-1758	1012	21	increase	increase	NOUN
cblr-1758	1012	22	in	in	ADP
cblr-1758	1012	23	systemic	systemic	ADJ
cblr-1758	1012	24	risk	risk	NOUN
cblr-1758	1012	25	attributable	attributable	ADJ
cblr-1758	1012	26	directly	directly	ADV
cblr-1758	1012	27	to	to	ADP
cblr-1758	1012	28	the	the	DET
cblr-1758	1012	29	sellers	seller	NOUN
cblr-1758	1012	30	of	of	ADP
cblr-1758	1012	31	software	software	NOUN
cblr-1758	1012	32	programs	program	NOUN
cblr-1758	1012	33	that	that	PRON
cblr-1758	1012	34	enable	enable	VERB
cblr-1758	1012	35	users	user	NOUN
cblr-1758	1012	36	to	to	PART
cblr-1758	1012	37	automatically	automatically	ADV
cblr-1758	1012	38	solicit	solicit	VERB
cblr-1758	1012	39	prospective	prospective	ADJ
cblr-1758	1012	40	and	and	CCONJ
cblr-1758	1012	41	actual	actual	ADJ
cblr-1758	1012	42	customers	customer	NOUN
cblr-1758	1012	43	for	for	ADP
cblr-1758	1012	44	orders	order	NOUN
cblr-1758	1012	45	for	for	ADP
cblr-1758	1012	46	derivatives	derivative	NOUN
cblr-1758	1012	47	trades	trade	NOUN
cblr-1758	1012	48	.	.	PUNCT
cblr-1758	1013	1	this	this	DET
cblr-1758	1013	2	issue	issue	NOUN
cblr-1758	1013	3	is	be	AUX
cblr-1758	1013	4	complicated	complicate	VERB
cblr-1758	1013	5	somewhat	somewhat	ADV
cblr-1758	1013	6	by	by	ADP
cblr-1758	1013	7	the	the	DET
cblr-1758	1013	8	fact	fact	NOUN
cblr-1758	1013	9	that	that	SCONJ
cblr-1758	1013	10	the	the	DET
cblr-1758	1013	11	cea	cea	PROPN
cblr-1758	1013	12	and	and	CCONJ
cblr-1758	1013	13	cftc	cftc	PROPN
cblr-1758	1013	14	white	white	PROPN
cblr-1758	1013	15	instructed	instructed	ADJ
cblr-1758	1013	16	staff	staff	NOUN
cblr-1758	1013	17	“	"	PUNCT
cblr-1758	1013	18	to	to	PART
cblr-1758	1013	19	promote	promote	VERB
cblr-1758	1013	20	rules	rule	NOUN
cblr-1758	1013	21	that	that	PRON
cblr-1758	1013	22	force	force	VERB
cblr-1758	1013	23	firms	firm	NOUN
cblr-1758	1013	24	to	to	PART
cblr-1758	1013	25	pay	pay	VERB
cblr-1758	1013	26	a	a	DET
cblr-1758	1013	27	high	high	ADJ
cblr-1758	1013	28	price	price	NOUN
cblr-1758	1013	29	for	for	ADP
cblr-1758	1013	30	poorly	poorly	ADV
cblr-1758	1013	31	designed	design	VERB
cblr-1758	1013	32	or	or	CCONJ
cblr-1758	1013	33	supervised	supervised	ADJ
cblr-1758	1013	34	algorithms	algorithm	NOUN
cblr-1758	1013	35	”	"	PUNCT
cblr-1758	1013	36	)	)	PUNCT
cblr-1758	1013	37	.	.	PUNCT
cblr-1758	1014	1	269	269	NUM
cblr-1758	1014	2	see	see	VERB
cblr-1758	1014	3	17	17	NUM
cblr-1758	1014	4	c.f.r	c.f.r	NOUN
cblr-1758	1014	5	.	.	PUNCT
cblr-1758	1015	1	§	§	PROPN
cblr-1758	1015	2	1.3(aa	1.3(aa	NUM
cblr-1758	1015	3	)	)	PUNCT
cblr-1758	1015	4	(	(	PUNCT
cblr-1758	1015	5	2014	2014	NUM
cblr-1758	1015	6	)	)	PUNCT
cblr-1758	1015	7	.	.	PUNCT
cblr-1758	1016	1	270	270	NUM
cblr-1758	1016	2	see	see	VERB
cblr-1758	1016	3	,	,	PUNCT
cblr-1758	1016	4	e.g.	e.g.	ADV
cblr-1758	1016	5	,	,	PUNCT
cblr-1758	1016	6	17	17	NUM
cblr-1758	1016	7	c.f.r	c.f.r	NOUN
cblr-1758	1016	8	.	.	PUNCT
cblr-1758	1017	1	§	§	PROPN
cblr-1758	1017	2	§	§	PROPN
cblr-1758	1017	3	1.3(aa	1.3(aa	NUM
cblr-1758	1017	4	)	)	PUNCT
cblr-1758	1017	5	(	(	PUNCT
cblr-1758	1017	6	defining	define	VERB
cblr-1758	1017	7	aps	ap	NOUN
cblr-1758	1017	8	of	of	ADP
cblr-1758	1017	9	other	other	ADJ
cblr-1758	1017	10	intermediaries	intermediary	NOUN
cblr-1758	1017	11	)	)	PUNCT
cblr-1758	1017	12	,	,	PUNCT
cblr-1758	1017	13	1.3(bb	1.3(bb	NUM
cblr-1758	1017	14	)	)	PUNCT
cblr-1758	1017	15	(	(	PUNCT
cblr-1758	1017	16	defining	define	VERB
cblr-1758	1017	17	commodity	commodity	NOUN
cblr-1758	1017	18	trading	trading	NOUN
cblr-1758	1017	19	advisors	advisor	NOUN
cblr-1758	1017	20	)	)	PUNCT
cblr-1758	1017	21	,	,	PUNCT
cblr-1758	1017	22	1.3(cc	1.3(cc	NUM
cblr-1758	1017	23	)	)	PUNCT
cblr-1758	1017	24	(	(	PUNCT
cblr-1758	1017	25	defining	define	VERB
cblr-1758	1017	26	commodity	commodity	NOUN
cblr-1758	1017	27	pool	pool	NOUN
cblr-1758	1017	28	operators	operator	NOUN
cblr-1758	1017	29	)	)	PUNCT
cblr-1758	1017	30	(	(	PUNCT
cblr-1758	1017	31	2014	2014	NUM
cblr-1758	1017	32	)	)	PUNCT
cblr-1758	1017	33	.	.	PUNCT
cblr-1758	1018	1	271	271	NUM
cblr-1758	1018	2	in	in	ADP
cblr-1758	1018	3	which	which	PRON
cblr-1758	1018	4	exact	exact	ADJ
cblr-1758	1018	5	capacity	capacity	NOUN
cblr-1758	1018	6	a	a	DET
cblr-1758	1018	7	person	person	NOUN
cblr-1758	1018	8	who	who	PRON
cblr-1758	1018	9	used	use	VERB
cblr-1758	1018	10	a	a	DET
cblr-1758	1018	11	software	software	NOUN
cblr-1758	1018	12	program	program	NOUN
cblr-1758	1018	13	to	to	PART
cblr-1758	1018	14	solicit	solicit	VERB
cblr-1758	1018	15	orders	order	NOUN
cblr-1758	1018	16	for	for	ADP
cblr-1758	1018	17	trades	trade	NOUN
cblr-1758	1018	18	would	would	AUX
cblr-1758	1018	19	have	have	VERB
cblr-1758	1018	20	to	to	PART
cblr-1758	1018	21	register	register	VERB
cblr-1758	1018	22	would	would	AUX
cblr-1758	1018	23	depend	depend	VERB
cblr-1758	1018	24	on	on	ADP
cblr-1758	1018	25	whether	whether	SCONJ
cblr-1758	1018	26	the	the	DET
cblr-1758	1018	27	person	person	NOUN
cblr-1758	1018	28	also	also	ADV
cblr-1758	1018	29	accepted	accept	VERB
cblr-1758	1018	30	funds	fund	NOUN
cblr-1758	1018	31	to	to	PART
cblr-1758	1018	32	place	place	VERB
cblr-1758	1018	33	the	the	DET
cblr-1758	1018	34	customers	customer	NOUN
cblr-1758	1018	35	’	'	PUNCT
cblr-1758	1018	36	trades	trade	NOUN
cblr-1758	1018	37	(	(	PUNCT
cblr-1758	1018	38	in	in	ADP
cblr-1758	1018	39	which	which	DET
cblr-1758	1018	40	case	case	NOUN
cblr-1758	1018	41	the	the	DET
cblr-1758	1018	42	person	person	NOUN
cblr-1758	1018	43	would	would	AUX
cblr-1758	1018	44	be	be	AUX
cblr-1758	1018	45	an	an	DET
cblr-1758	1018	46	fcm	fcm	X
cblr-1758	1018	47	)	)	PUNCT
cblr-1758	1018	48	and	and	CCONJ
cblr-1758	1018	49	other	other	ADJ
cblr-1758	1018	50	factors	factor	NOUN
cblr-1758	1018	51	.	.	PUNCT
cblr-1758	1019	1	scopino	scopino	ADJ
cblr-1758	1019	2	–	–	PUNCT
cblr-1758	1019	3	final	final	ADJ
cblr-1758	1019	4	504	504	NUM
cblr-1758	1019	5	columbia	columbia	PROPN
cblr-1758	1019	6	business	business	NOUN
cblr-1758	1019	7	law	law	NOUN
cblr-1758	1019	8	review	review	NOUN
cblr-1758	1019	9	[	[	X
cblr-1758	1019	10	vol	vol	NOUN
cblr-1758	1019	11	.	.	NOUN
cblr-1758	1019	12	2015	2015	NUM
cblr-1758	1019	13	regulations	regulation	NOUN
cblr-1758	1019	14	already	already	ADV
cblr-1758	1019	15	regulate	regulate	VERB
cblr-1758	1019	16	the	the	DET
cblr-1758	1019	17	users	user	NOUN
cblr-1758	1019	18	of	of	ADP
cblr-1758	1019	19	such	such	ADJ
cblr-1758	1019	20	programs	program	NOUN
cblr-1758	1019	21	,	,	PUNCT
cblr-1758	1019	22	thereby	thereby	ADV
cblr-1758	1019	23	protecting	protect	VERB
cblr-1758	1019	24	customers	customer	NOUN
cblr-1758	1019	25	and	and	CCONJ
cblr-1758	1019	26	other	other	ADJ
cblr-1758	1019	27	market	market	NOUN
cblr-1758	1019	28	participants.272	participants.272	PROPN
cblr-1758	1019	29	if	if	SCONJ
cblr-1758	1019	30	congress	congress	PROPN
cblr-1758	1019	31	or	or	CCONJ
cblr-1758	1019	32	the	the	DET
cblr-1758	1019	33	cftc	cftc	PROPN
cblr-1758	1019	34	later	later	ADV
cblr-1758	1019	35	uncovers	uncover	NOUN
cblr-1758	1019	36	,	,	PUNCT
cblr-1758	1019	37	for	for	ADP
cblr-1758	1019	38	example	example	NOUN
cblr-1758	1019	39	,	,	PUNCT
cblr-1758	1019	40	significant	significant	ADJ
cblr-1758	1019	41	evidence	evidence	NOUN
cblr-1758	1019	42	of	of	ADP
cblr-1758	1019	43	increased	increase	VERB
cblr-1758	1019	44	systemic	systemic	ADJ
cblr-1758	1019	45	risk	risk	NOUN
cblr-1758	1019	46	or	or	CCONJ
cblr-1758	1019	47	fraudulent	fraudulent	ADJ
cblr-1758	1019	48	conduct	conduct	NOUN
cblr-1758	1019	49	traceable	traceable	ADJ
cblr-1758	1019	50	solely	solely	ADV
cblr-1758	1019	51	to	to	ADP
cblr-1758	1019	52	the	the	DET
cblr-1758	1019	53	creators	creator	NOUN
cblr-1758	1019	54	and	and	CCONJ
cblr-1758	1019	55	sellers	seller	NOUN
cblr-1758	1019	56	of	of	ADP
cblr-1758	1019	57	automated	automate	VERB
cblr-1758	1019	58	solicitation	solicitation	NOUN
cblr-1758	1019	59	software	software	NOUN
cblr-1758	1019	60	,	,	PUNCT
cblr-1758	1019	61	but	but	CCONJ
cblr-1758	1019	62	not	not	PART
cblr-1758	1019	63	to	to	ADP
cblr-1758	1019	64	the	the	DET
cblr-1758	1019	65	users	user	NOUN
cblr-1758	1019	66	of	of	ADP
cblr-1758	1019	67	such	such	ADJ
cblr-1758	1019	68	software	software	NOUN
cblr-1758	1019	69	,	,	PUNCT
cblr-1758	1019	70	then	then	ADV
cblr-1758	1019	71	such	such	ADJ
cblr-1758	1019	72	information	information	NOUN
cblr-1758	1019	73	would	would	AUX
cblr-1758	1019	74	support	support	VERB
cblr-1758	1019	75	the	the	DET
cblr-1758	1019	76	regulation	regulation	NOUN
cblr-1758	1019	77	of	of	ADP
cblr-1758	1019	78	software	software	NOUN
cblr-1758	1019	79	makers	maker	NOUN
cblr-1758	1019	80	and	and	CCONJ
cblr-1758	1019	81	sellers	seller	NOUN
cblr-1758	1019	82	.	.	PUNCT
cblr-1758	1020	1	the	the	DET
cblr-1758	1020	2	concept	concept	NOUN
cblr-1758	1020	3	release	release	NOUN
cblr-1758	1020	4	also	also	ADV
cblr-1758	1020	5	asked	ask	VERB
cblr-1758	1020	6	if	if	SCONJ
cblr-1758	1020	7	the	the	DET
cblr-1758	1020	8	cftc	cftc	PROPN
cblr-1758	1020	9	should	should	AUX
cblr-1758	1020	10	implement	implement	VERB
cblr-1758	1020	11	measures	measure	NOUN
cblr-1758	1020	12	to	to	PART
cblr-1758	1020	13	identify	identify	VERB
cblr-1758	1020	14	atss	atss	NOUN
cblr-1758	1020	15	and	and	CCONJ
cblr-1758	1020	16	algorithms273	algorithms273	PROPN
cblr-1758	1020	17	as	as	ADP
cblr-1758	1020	18	a	a	DET
cblr-1758	1020	19	way	way	NOUN
cblr-1758	1020	20	to	to	PART
cblr-1758	1020	21	limit	limit	VERB
cblr-1758	1020	22	the	the	DET
cblr-1758	1020	23	malfunction	malfunction	NOUN
cblr-1758	1020	24	of	of	ADP
cblr-1758	1020	25	atss	atss	NOUN
cblr-1758	1020	26	and	and	CCONJ
cblr-1758	1020	27	decrease	decrease	VERB
cblr-1758	1020	28	systemic	systemic	ADJ
cblr-1758	1020	29	risk.274	risk.274	NOUN
cblr-1758	1020	30	enhancing	enhance	VERB
cblr-1758	1020	31	measures	measure	NOUN
cblr-1758	1020	32	to	to	PART
cblr-1758	1020	33	identify	identify	VERB
cblr-1758	1020	34	atss	atss	NOUN
cblr-1758	1020	35	and	and	CCONJ
cblr-1758	1020	36	algorithms	algorithm	NOUN
cblr-1758	1020	37	appears	appear	VERB
cblr-1758	1020	38	to	to	PART
cblr-1758	1020	39	be	be	AUX
cblr-1758	1020	40	an	an	DET
cblr-1758	1020	41	appropriate	appropriate	ADJ
cblr-1758	1020	42	response,275	response,275	NOUN
cblr-1758	1020	43	especially	especially	ADV
cblr-1758	1020	44	given	give	VERB
cblr-1758	1020	45	the	the	DET
cblr-1758	1020	46	fact	fact	NOUN
cblr-1758	1020	47	that	that	SCONJ
cblr-1758	1020	48	atss	atss	NOUN
cblr-1758	1020	49	and	and	CCONJ
cblr-1758	1020	50	algorithms	algorithm	NOUN
cblr-1758	1020	51	are	be	AUX
cblr-1758	1020	52	not	not	PART
cblr-1758	1020	53	“	"	PUNCT
cblr-1758	1020	54	persons	person	NOUN
cblr-1758	1020	55	”	"	PUNCT
cblr-1758	1020	56	for	for	ADP
cblr-1758	1020	57	purposes	purpose	NOUN
cblr-1758	1020	58	of	of	ADP
cblr-1758	1020	59	the	the	DET
cblr-1758	1020	60	law	law	NOUN
cblr-1758	1020	61	and	and	CCONJ
cblr-1758	1020	62	therefore	therefore	ADV
cblr-1758	1020	63	could	could	AUX
cblr-1758	1020	64	not	not	PART
cblr-1758	1020	65	be	be	AUX
cblr-1758	1020	66	subject	subject	ADJ
cblr-1758	1020	67	to	to	ADP
cblr-1758	1020	68	traditional	traditional	ADJ
cblr-1758	1020	69	registration	registration	NOUN
cblr-1758	1020	70	requirements	requirement	NOUN
cblr-1758	1020	71	or	or	CCONJ
cblr-1758	1020	72	other	other	ADJ
cblr-1758	1020	73	mechanisms	mechanism	NOUN
cblr-1758	1020	74	to	to	PART
cblr-1758	1020	75	police	police	VERB
cblr-1758	1020	76	their	their	PRON
cblr-1758	1020	77	behavior.276	behavior.276	NOUN
cblr-1758	1020	78	an	an	DET
cblr-1758	1020	79	identification	identification	NOUN
cblr-1758	1020	80	program	program	NOUN
cblr-1758	1020	81	is	be	AUX
cblr-1758	1020	82	consistent	consistent	ADJ
cblr-1758	1020	83	with	with	ADP
cblr-1758	1020	84	the	the	DET
cblr-1758	1020	85	willingness	willingness	NOUN
cblr-1758	1020	86	of	of	ADP
cblr-1758	1020	87	congress	congress	PROPN
cblr-1758	1020	88	to	to	PART
cblr-1758	1020	89	employ	employ	VERB
cblr-1758	1020	90	relatively	relatively	ADV
cblr-1758	1020	91	novel	novel	ADJ
cblr-1758	1020	92	272	272	NUM
cblr-1758	1020	93	and	and	CCONJ
cblr-1758	1020	94	users	user	NOUN
cblr-1758	1020	95	of	of	ADP
cblr-1758	1020	96	such	such	ADJ
cblr-1758	1020	97	software	software	NOUN
cblr-1758	1020	98	programs	program	NOUN
cblr-1758	1020	99	presumably	presumably	ADV
cblr-1758	1020	100	know	know	VERB
cblr-1758	1020	101	that	that	SCONJ
cblr-1758	1020	102	they	they	PRON
cblr-1758	1020	103	are	be	AUX
cblr-1758	1020	104	regulated	regulate	VERB
cblr-1758	1020	105	,	,	PUNCT
cblr-1758	1020	106	and	and	CCONJ
cblr-1758	1020	107	therefore	therefore	ADV
cblr-1758	1020	108	would	would	AUX
cblr-1758	1020	109	seek	seek	VERB
cblr-1758	1020	110	to	to	PART
cblr-1758	1020	111	ensure	ensure	VERB
cblr-1758	1020	112	that	that	SCONJ
cblr-1758	1020	113	the	the	DET
cblr-1758	1020	114	programs	program	NOUN
cblr-1758	1020	115	complied	comply	VERB
cblr-1758	1020	116	with	with	ADP
cblr-1758	1020	117	all	all	DET
cblr-1758	1020	118	relevant	relevant	ADJ
cblr-1758	1020	119	regulations	regulation	NOUN
cblr-1758	1020	120	.	.	PUNCT
cblr-1758	1021	1	users	user	NOUN
cblr-1758	1021	2	of	of	ADP
cblr-1758	1021	3	computers	computer	NOUN
cblr-1758	1021	4	or	or	CCONJ
cblr-1758	1021	5	software	software	NOUN
cblr-1758	1021	6	programs	program	NOUN
cblr-1758	1021	7	that	that	PRON
cblr-1758	1021	8	perform	perform	VERB
cblr-1758	1021	9	the	the	DET
cblr-1758	1021	10	functions	function	NOUN
cblr-1758	1021	11	of	of	ADP
cblr-1758	1021	12	intermediaries	intermediary	NOUN
cblr-1758	1021	13	are	be	AUX
cblr-1758	1021	14	regulated	regulate	VERB
cblr-1758	1021	15	by	by	ADP
cblr-1758	1021	16	virtue	virtue	NOUN
cblr-1758	1021	17	of	of	ADP
cblr-1758	1021	18	the	the	DET
cblr-1758	1021	19	fact	fact	NOUN
cblr-1758	1021	20	that	that	SCONJ
cblr-1758	1021	21	the	the	DET
cblr-1758	1021	22	definitions	definition	NOUN
cblr-1758	1021	23	of	of	ADP
cblr-1758	1021	24	intermediaries	intermediary	NOUN
cblr-1758	1021	25	cover	cover	VERB
cblr-1758	1021	26	anyone	anyone	PRON
cblr-1758	1021	27	who	who	PRON
cblr-1758	1021	28	engages	engage	VERB
cblr-1758	1021	29	in	in	ADP
cblr-1758	1021	30	the	the	DET
cblr-1758	1021	31	designated	designate	VERB
cblr-1758	1021	32	activities	activity	NOUN
cblr-1758	1021	33	,	,	PUNCT
cblr-1758	1021	34	whether	whether	SCONJ
cblr-1758	1021	35	manually	manually	ADV
cblr-1758	1021	36	or	or	CCONJ
cblr-1758	1021	37	with	with	ADP
cblr-1758	1021	38	the	the	DET
cblr-1758	1021	39	aid	aid	NOUN
cblr-1758	1021	40	of	of	ADP
cblr-1758	1021	41	technology	technology	NOUN
cblr-1758	1021	42	.	.	PUNCT
cblr-1758	1022	1	see	see	VERB
cblr-1758	1022	2	,	,	PUNCT
cblr-1758	1022	3	e.g.	e.g.	ADV
cblr-1758	1022	4	,	,	PUNCT
cblr-1758	1022	5	exemption	exemption	NOUN
cblr-1758	1022	6	from	from	ADP
cblr-1758	1022	7	registration	registration	NOUN
cblr-1758	1022	8	as	as	ADP
cblr-1758	1022	9	a	a	DET
cblr-1758	1022	10	commodity	commodity	NOUN
cblr-1758	1022	11	trading	trading	NOUN
cblr-1758	1022	12	advisor	advisor	NOUN
cblr-1758	1022	13	,	,	PUNCT
cblr-1758	1022	14	65	65	NUM
cblr-1758	1022	15	fed	feed	VERB
cblr-1758	1022	16	.	.	PUNCT
cblr-1758	1023	1	reg	reg	PROPN
cblr-1758	1023	2	.	.	PUNCT
cblr-1758	1024	1	at	at	ADP
cblr-1758	1024	2	23,939	23,939	NUM
cblr-1758	1024	3	.	.	PUNCT
cblr-1758	1025	1	273	273	NUM
cblr-1758	1025	2	concept	concept	NOUN
cblr-1758	1025	3	release	release	NOUN
cblr-1758	1025	4	on	on	ADP
cblr-1758	1025	5	risk	risk	NOUN
cblr-1758	1025	6	controls	control	NOUN
cblr-1758	1025	7	and	and	CCONJ
cblr-1758	1025	8	system	system	NOUN
cblr-1758	1025	9	safeguards	safeguard	NOUN
cblr-1758	1025	10	for	for	ADP
cblr-1758	1025	11	automated	automate	VERB
cblr-1758	1025	12	trading	trading	NOUN
cblr-1758	1025	13	environments	environment	NOUN
cblr-1758	1025	14	,	,	PUNCT
cblr-1758	1025	15	78	78	NUM
cblr-1758	1025	16	fed	feed	VERB
cblr-1758	1025	17	.	.	PUNCT
cblr-1758	1026	1	reg	reg	PROPN
cblr-1758	1026	2	.	.	PUNCT
cblr-1758	1027	1	at	at	ADP
cblr-1758	1027	2	56,559	56,559	NUM
cblr-1758	1027	3	(	(	PUNCT
cblr-1758	1027	4	“	"	PUNCT
cblr-1758	1027	5	the	the	DET
cblr-1758	1027	6	[	[	X
cblr-1758	1027	7	cftc	cftc	X
cblr-1758	1027	8	]	]	PUNCT
cblr-1758	1027	9	is	be	AUX
cblr-1758	1027	10	considering	consider	VERB
cblr-1758	1027	11	measures	measure	NOUN
cblr-1758	1027	12	to	to	PART
cblr-1758	1027	13	improve	improve	VERB
cblr-1758	1027	14	the	the	DET
cblr-1758	1027	15	identification	identification	NOUN
cblr-1758	1027	16	of	of	ADP
cblr-1758	1027	17	ats	at	NOUN
cblr-1758	1027	18	or	or	CCONJ
cblr-1758	1027	19	their	their	PRON
cblr-1758	1027	20	underlying	underlie	VERB
cblr-1758	1027	21	algorithms	algorithm	NOUN
cblr-1758	1027	22	in	in	ADP
cblr-1758	1027	23	messages	message	NOUN
cblr-1758	1027	24	generated	generate	VERB
cblr-1758	1027	25	by	by	ADP
cblr-1758	1027	26	atss	atss	NOUN
cblr-1758	1027	27	.	.	PUNCT
cblr-1758	1028	1	the	the	DET
cblr-1758	1028	2	[	[	X
cblr-1758	1028	3	cftc	cftc	X
cblr-1758	1028	4	]	]	PUNCT
cblr-1758	1028	5	believes	believe	VERB
cblr-1758	1028	6	that	that	SCONJ
cblr-1758	1028	7	identification	identification	NOUN
cblr-1758	1028	8	of	of	ADP
cblr-1758	1028	9	atss	atss	NOUN
cblr-1758	1028	10	or	or	CCONJ
cblr-1758	1028	11	underlying	underlying	ADJ
cblr-1758	1028	12	algorithms	algorithm	NOUN
cblr-1758	1028	13	could	could	AUX
cblr-1758	1028	14	help	help	VERB
cblr-1758	1028	15	both	both	DET
cblr-1758	1028	16	firms	firm	NOUN
cblr-1758	1028	17	and	and	CCONJ
cblr-1758	1028	18	trading	trading	NOUN
cblr-1758	1028	19	platforms	platform	NOUN
cblr-1758	1028	20	to	to	PART
cblr-1758	1028	21	more	more	ADV
cblr-1758	1028	22	quickly	quickly	ADV
cblr-1758	1028	23	identify	identify	VERB
cblr-1758	1028	24	malfunctioning	malfunction	VERB
cblr-1758	1028	25	systems	system	NOUN
cblr-1758	1028	26	that	that	PRON
cblr-1758	1028	27	could	could	AUX
cblr-1758	1028	28	disrupt	disrupt	VERB
cblr-1758	1028	29	markets	market	NOUN
cblr-1758	1028	30	.	.	PUNCT
cblr-1758	1028	31	”	"	PUNCT
cblr-1758	1028	32	)	)	PUNCT
cblr-1758	1028	33	.	.	PUNCT
cblr-1758	1029	1	274	274	NUM
cblr-1758	1029	2	see	see	VERB
cblr-1758	1029	3	i	i	PRON
cblr-1758	1029	4	d.	d.	PROPN
cblr-1758	1029	5	at	at	ADP
cblr-1758	1029	6	56,543	56,543	NUM
cblr-1758	1029	7	,	,	PUNCT
cblr-1758	1029	8	56,548–49	56,548–49	NUM
cblr-1758	1029	9	(	(	PUNCT
cblr-1758	1029	10	discussing	discuss	VERB
cblr-1758	1029	11	“	"	PUNCT
cblr-1758	1029	12	recent	recent	ADJ
cblr-1758	1029	13	disruptive	disruptive	ADJ
cblr-1758	1029	14	events	event	NOUN
cblr-1758	1029	15	in	in	ADP
cblr-1758	1029	16	automated	automate	VERB
cblr-1758	1029	17	trading	trading	NOUN
cblr-1758	1029	18	environments	environment	NOUN
cblr-1758	1029	19	”	"	PUNCT
cblr-1758	1029	20	)	)	PUNCT
cblr-1758	1029	21	.	.	PUNCT
cblr-1758	1030	1	275	275	NUM
cblr-1758	1030	2	for	for	ADP
cblr-1758	1030	3	a	a	DET
cblr-1758	1030	4	discussion	discussion	NOUN
cblr-1758	1030	5	of	of	ADP
cblr-1758	1030	6	the	the	DET
cblr-1758	1030	7	may	may	PROPN
cblr-1758	1030	8	6	6	NUM
cblr-1758	1030	9	,	,	PUNCT
cblr-1758	1030	10	2010	2010	NUM
cblr-1758	1030	11	“	"	PUNCT
cblr-1758	1030	12	flash	flash	NOUN
cblr-1758	1030	13	crash	crash	NOUN
cblr-1758	1030	14	”	"	PUNCT
cblr-1758	1030	15	and	and	CCONJ
cblr-1758	1030	16	other	other	ADJ
cblr-1758	1030	17	highly	highly	ADV
cblr-1758	1030	18	publicized	publicize	VERB
cblr-1758	1030	19	malfunctions	malfunction	NOUN
cblr-1758	1030	20	of	of	ADP
cblr-1758	1030	21	algorithmic	algorithmic	ADJ
cblr-1758	1030	22	trading	trading	NOUN
cblr-1758	1030	23	,	,	PUNCT
cblr-1758	1030	24	see	see	VERB
cblr-1758	1030	25	i	i	PRON
cblr-1758	1030	26	d.	d.	PROPN
cblr-1758	1030	27	at	at	ADP
cblr-1758	1030	28	56,547–50	56,547–50	NUM
cblr-1758	1030	29	.	.	PUNCT
cblr-1758	1030	30	276	276	NUM
cblr-1758	1031	1	the	the	DET
cblr-1758	1031	2	fact	fact	NOUN
cblr-1758	1031	3	that	that	SCONJ
cblr-1758	1031	4	atss	atss	NOUN
cblr-1758	1031	5	and	and	CCONJ
cblr-1758	1031	6	algorithms	algorithm	NOUN
cblr-1758	1031	7	are	be	AUX
cblr-1758	1031	8	not	not	PART
cblr-1758	1031	9	persons	person	NOUN
cblr-1758	1031	10	has	have	VERB
cblr-1758	1031	11	other	other	ADJ
cblr-1758	1031	12	regulatory	regulatory	ADJ
cblr-1758	1031	13	implications	implication	NOUN
cblr-1758	1031	14	.	.	PUNCT
cblr-1758	1032	1	for	for	ADP
cblr-1758	1032	2	example	example	NOUN
cblr-1758	1032	3	,	,	PUNCT
cblr-1758	1032	4	the	the	DET
cblr-1758	1032	5	cftc	cftc	PROPN
cblr-1758	1032	6	could	could	AUX
cblr-1758	1032	7	not	not	PART
cblr-1758	1032	8	bring	bring	VERB
cblr-1758	1032	9	a	a	DET
cblr-1758	1032	10	civil	civil	ADJ
cblr-1758	1032	11	enforcement	enforcement	NOUN
cblr-1758	1032	12	suit	suit	NOUN
cblr-1758	1032	13	against	against	ADP
cblr-1758	1032	14	an	an	DET
cblr-1758	1032	15	algorithm	algorithm	NOUN
cblr-1758	1032	16	.	.	PUNCT
cblr-1758	1033	1	scopino	scopino	PROPN
cblr-1758	1033	2	–	–	PUNCT
cblr-1758	1033	3	final	final	ADJ
cblr-1758	1033	4	no	no	NOUN
cblr-1758	1033	5	.	.	PUNCT
cblr-1758	1034	1	2:439	2:439	NUM
cblr-1758	1034	2	]	]	X
cblr-1758	1034	3	the	the	DET
cblr-1758	1034	4	second	second	ADJ
cblr-1758	1034	5	machine	machine	NOUN
cblr-1758	1034	6	age	age	NOUN
cblr-1758	1034	7	505	505	NUM
cblr-1758	1034	8	approaches	approach	NOUN
cblr-1758	1034	9	to	to	ADP
cblr-1758	1034	10	regulating	regulate	VERB
cblr-1758	1034	11	persons	person	NOUN
cblr-1758	1034	12	who	who	PRON
cblr-1758	1034	13	pose	pose	VERB
cblr-1758	1034	14	risks	risk	NOUN
cblr-1758	1034	15	to	to	ADP
cblr-1758	1034	16	other	other	ADJ
cblr-1758	1034	17	market	market	NOUN
cblr-1758	1034	18	participants	participant	NOUN
cblr-1758	1034	19	.	.	PUNCT
cblr-1758	1035	1	namely	namely	ADV
cblr-1758	1035	2	,	,	PUNCT
cblr-1758	1035	3	in	in	ADP
cblr-1758	1035	4	1992	1992	NUM
cblr-1758	1035	5	,	,	PUNCT
cblr-1758	1035	6	congress	congress	PROPN
cblr-1758	1035	7	required	require	VERB
cblr-1758	1035	8	broker	broker	NOUN
cblr-1758	1035	9	associations	association	NOUN
cblr-1758	1035	10	to	to	PART
cblr-1758	1035	11	register	register	VERB
cblr-1758	1035	12	with	with	ADP
cblr-1758	1035	13	dcms	dcms	NOUN
cblr-1758	1035	14	(	(	PUNCT
cblr-1758	1035	15	i.e.	i.e.	X
cblr-1758	1035	16	,	,	PUNCT
cblr-1758	1035	17	futures	future	NOUN
cblr-1758	1035	18	exchanges	exchange	NOUN
cblr-1758	1035	19	)	)	PUNCT
cblr-1758	1035	20	when	when	SCONJ
cblr-1758	1035	21	criminal	criminal	ADJ
cblr-1758	1035	22	indictments	indictment	NOUN
cblr-1758	1035	23	and	and	CCONJ
cblr-1758	1035	24	news	news	NOUN
cblr-1758	1035	25	reports	report	NOUN
cblr-1758	1035	26	revealed	reveal	VERB
cblr-1758	1035	27	that	that	SCONJ
cblr-1758	1035	28	groups	group	NOUN
cblr-1758	1035	29	of	of	ADP
cblr-1758	1035	30	floor	floor	NOUN
cblr-1758	1035	31	brokers	broker	NOUN
cblr-1758	1035	32	and	and	CCONJ
cblr-1758	1035	33	floor	floor	NOUN
cblr-1758	1035	34	traders	trader	NOUN
cblr-1758	1035	35	were	be	AUX
cblr-1758	1035	36	collusively	collusively	ADV
cblr-1758	1035	37	engaging	engage	VERB
cblr-1758	1035	38	in	in	ADP
cblr-1758	1035	39	improper	improper	ADJ
cblr-1758	1035	40	activities	activity	NOUN
cblr-1758	1035	41	.	.	PUNCT
cblr-1758	1036	1	given	give	VERB
cblr-1758	1036	2	recent	recent	ADJ
cblr-1758	1036	3	examples	example	NOUN
cblr-1758	1036	4	of	of	ADP
cblr-1758	1036	5	ats	ats	PROPN
cblr-1758	1036	6	malfunctions	malfunction	NOUN
cblr-1758	1036	7	that	that	PRON
cblr-1758	1036	8	imperiled	imperil	VERB
cblr-1758	1036	9	market	market	NOUN
cblr-1758	1036	10	participants,277	participants,277	NOUN
cblr-1758	1036	11	an	an	DET
cblr-1758	1036	12	ats	ats	PROPN
cblr-1758	1036	13	and	and	CCONJ
cblr-1758	1036	14	algorithm	algorithm	NOUN
cblr-1758	1036	15	identification	identification	NOUN
cblr-1758	1036	16	program	program	NOUN
cblr-1758	1036	17	is	be	AUX
cblr-1758	1036	18	a	a	DET
cblr-1758	1036	19	worthwhile	worthwhile	ADJ
cblr-1758	1036	20	endeavor	endeavor	NOUN
cblr-1758	1036	21	.	.	PUNCT
cblr-1758	1037	1	identification	identification	NOUN
cblr-1758	1037	2	is	be	AUX
cblr-1758	1037	3	one	one	NUM
cblr-1758	1037	4	of	of	ADP
cblr-1758	1037	5	the	the	DET
cblr-1758	1037	6	main	main	ADJ
cblr-1758	1037	7	functions	function	NOUN
cblr-1758	1037	8	of	of	ADP
cblr-1758	1037	9	the	the	DET
cblr-1758	1037	10	cea	cea	PROPN
cblr-1758	1037	11	’s	’s	PART
cblr-1758	1037	12	compulsory	compulsory	ADJ
cblr-1758	1037	13	registration	registration	NOUN
cblr-1758	1037	14	system.278	system.278	NOUN
cblr-1758	1037	15	accordingly	accordingly	ADV
cblr-1758	1037	16	,	,	PUNCT
cblr-1758	1037	17	the	the	DET
cblr-1758	1037	18	identification	identification	NOUN
cblr-1758	1037	19	program	program	NOUN
cblr-1758	1037	20	could	could	AUX
cblr-1758	1037	21	be	be	AUX
cblr-1758	1037	22	the	the	DET
cblr-1758	1037	23	initial	initial	ADJ
cblr-1758	1037	24	step	step	NOUN
cblr-1758	1037	25	in	in	ADP
cblr-1758	1037	26	what	what	PRON
cblr-1758	1037	27	would	would	AUX
cblr-1758	1037	28	evolve	evolve	VERB
cblr-1758	1037	29	into	into	ADP
cblr-1758	1037	30	a	a	DET
cblr-1758	1037	31	pseudo	pseudo	NOUN
cblr-1758	1037	32	-	-	NOUN
cblr-1758	1037	33	registration	registration	NOUN
cblr-1758	1037	34	requirement	requirement	NOUN
cblr-1758	1037	35	for	for	ADP
cblr-1758	1037	36	atss	atss	NOUN
cblr-1758	1037	37	and	and	CCONJ
cblr-1758	1037	38	algorithms	algorithm	NOUN
cblr-1758	1037	39	,	,	PUNCT
cblr-1758	1037	40	with	with	SCONJ
cblr-1758	1037	41	other	other	ADJ
cblr-1758	1037	42	specific	specific	ADJ
cblr-1758	1037	43	regulatory	regulatory	ADJ
cblr-1758	1037	44	mandates	mandate	NOUN
cblr-1758	1037	45	(	(	PUNCT
cblr-1758	1037	46	e.g.	e.g.	ADV
cblr-1758	1037	47	,	,	PUNCT
cblr-1758	1037	48	algorithm	algorithm	NOUN
cblr-1758	1037	49	testing	testing	NOUN
cblr-1758	1037	50	standards	standard	NOUN
cblr-1758	1037	51	,	,	PUNCT
cblr-1758	1037	52	supervisory	supervisory	ADJ
cblr-1758	1037	53	requirements	requirement	NOUN
cblr-1758	1037	54	,	,	PUNCT
cblr-1758	1037	55	etc	etc	X
cblr-1758	1037	56	.	.	X
cblr-1758	1037	57	)	)	PUNCT
cblr-1758	1037	58	to	to	PART
cblr-1758	1037	59	be	be	AUX
cblr-1758	1037	60	added	add	VERB
cblr-1758	1037	61	with	with	ADP
cblr-1758	1037	62	time	time	NOUN
cblr-1758	1037	63	.	.	PUNCT
cblr-1758	1038	1	under	under	ADP
cblr-1758	1038	2	such	such	DET
cblr-1758	1038	3	a	a	DET
cblr-1758	1038	4	program	program	NOUN
cblr-1758	1038	5	,	,	PUNCT
cblr-1758	1038	6	the	the	DET
cblr-1758	1038	7	cftc	cftc	PROPN
cblr-1758	1038	8	could	could	AUX
cblr-1758	1038	9	develop	develop	VERB
cblr-1758	1038	10	regulations	regulation	NOUN
cblr-1758	1038	11	for	for	ADP
cblr-1758	1038	12	atss	atss	NOUN
cblr-1758	1038	13	and	and	CCONJ
cblr-1758	1038	14	algorithms	algorithm	NOUN
cblr-1758	1038	15	that	that	PRON
cblr-1758	1038	16	mirrored	mirror	VERB
cblr-1758	1038	17	the	the	DET
cblr-1758	1038	18	regulations	regulation	NOUN
cblr-1758	1038	19	of	of	ADP
cblr-1758	1038	20	intermediaries	intermediary	NOUN
cblr-1758	1038	21	,	,	PUNCT
cblr-1758	1038	22	with	with	ADP
cblr-1758	1038	23	a	a	DET
cblr-1758	1038	24	disqualification	disqualification	NOUN
cblr-1758	1038	25	system	system	NOUN
cblr-1758	1038	26	for	for	ADP
cblr-1758	1038	27	unfit	unfit	ADJ
cblr-1758	1038	28	atss	atss	NOUN
cblr-1758	1038	29	,	,	PUNCT
cblr-1758	1038	30	proficiency	proficiency	NOUN
cblr-1758	1038	31	standards	standard	NOUN
cblr-1758	1038	32	for	for	ADP
cblr-1758	1038	33	atss	atss	NOUN
cblr-1758	1038	34	,	,	PUNCT
cblr-1758	1038	35	and	and	CCONJ
cblr-1758	1038	36	ethics	ethic	NOUN
cblr-1758	1038	37	training	training	NOUN
cblr-1758	1038	38	(	(	PUNCT
cblr-1758	1038	39	or	or	CCONJ
cblr-1758	1038	40	programming	programming	NOUN
cblr-1758	1038	41	)	)	PUNCT
cblr-1758	1038	42	requirements	requirement	NOUN
cblr-1758	1038	43	for	for	ADP
cblr-1758	1038	44	atss	atss	NOUN
cblr-1758	1038	45	.	.	PUNCT
cblr-1758	1039	1	the	the	DET
cblr-1758	1039	2	specifics	specific	NOUN
cblr-1758	1039	3	of	of	ADP
cblr-1758	1039	4	implementing	implement	VERB
cblr-1758	1039	5	an	an	DET
cblr-1758	1039	6	277	277	NUM
cblr-1758	1039	7	see	see	NOUN
cblr-1758	1039	8	concept	concept	NOUN
cblr-1758	1039	9	release	release	NOUN
cblr-1758	1039	10	on	on	ADP
cblr-1758	1039	11	risk	risk	NOUN
cblr-1758	1039	12	controls	control	NOUN
cblr-1758	1039	13	and	and	CCONJ
cblr-1758	1039	14	system	system	NOUN
cblr-1758	1039	15	safeguards	safeguard	NOUN
cblr-1758	1039	16	for	for	ADP
cblr-1758	1039	17	automated	automate	VERB
cblr-1758	1039	18	trading	trading	NOUN
cblr-1758	1039	19	environments	environment	NOUN
cblr-1758	1039	20	,	,	PUNCT
cblr-1758	1039	21	78	78	NUM
cblr-1758	1039	22	fed	feed	VERB
cblr-1758	1039	23	.	.	PUNCT
cblr-1758	1040	1	reg	reg	PROPN
cblr-1758	1040	2	.	.	PUNCT
cblr-1758	1041	1	at	at	ADP
cblr-1758	1041	2	56,548–49	56,548–49	PROPN
cblr-1758	1041	3	(	(	PUNCT
cblr-1758	1041	4	discussing	discuss	VERB
cblr-1758	1041	5	examples	example	NOUN
cblr-1758	1041	6	of	of	ADP
cblr-1758	1041	7	highly	highly	ADV
cblr-1758	1041	8	publicized	publicize	VERB
cblr-1758	1041	9	ats	at	NOUN
cblr-1758	1041	10	malfunctions	malfunction	NOUN
cblr-1758	1041	11	)	)	PUNCT
cblr-1758	1041	12	.	.	PUNCT
cblr-1758	1042	1	278	278	NUM
cblr-1758	1042	2	see	see	VERB
cblr-1758	1042	3	,	,	PUNCT
cblr-1758	1042	4	e.g.	e.g.	ADV
cblr-1758	1042	5	,	,	PUNCT
cblr-1758	1042	6	cftc	cftc	PROPN
cblr-1758	1042	7	v.	v.	PROPN
cblr-1758	1042	8	wilson	wilson	PROPN
cblr-1758	1042	9	,	,	PUNCT
cblr-1758	1042	10	27	27	NUM
cblr-1758	1042	11	f.	f.	PROPN
cblr-1758	1042	12	supp	supp	PROPN
cblr-1758	1042	13	.	.	PUNCT
cblr-1758	1043	1	3d	3d	PROPN
cblr-1758	1043	2	517	517	NUM
cblr-1758	1043	3	,	,	PUNCT
cblr-1758	1043	4	522	522	NUM
cblr-1758	1043	5	,	,	PUNCT
cblr-1758	1043	6	526	526	NUM
cblr-1758	1043	7	(	(	PUNCT
cblr-1758	1043	8	s.d.n.y	s.d.n.y	PROPN
cblr-1758	1043	9	.	.	PROPN
cblr-1758	1043	10	june	june	PROPN
cblr-1758	1043	11	26	26	NUM
cblr-1758	1043	12	,	,	PUNCT
cblr-1758	1043	13	2014	2014	NUM
cblr-1758	1043	14	)	)	PUNCT
cblr-1758	1043	15	(	(	PUNCT
cblr-1758	1043	16	denying	deny	VERB
cblr-1758	1043	17	a	a	DET
cblr-1758	1043	18	motion	motion	NOUN
cblr-1758	1043	19	to	to	PART
cblr-1758	1043	20	dismiss	dismiss	VERB
cblr-1758	1043	21	where	where	SCONJ
cblr-1758	1043	22	a	a	DET
cblr-1758	1043	23	high	high	ADJ
cblr-1758	1043	24	-	-	PUNCT
cblr-1758	1043	25	speed	speed	NOUN
cblr-1758	1043	26	trading	trading	NOUN
cblr-1758	1043	27	firm	firm	NOUN
cblr-1758	1043	28	was	be	AUX
cblr-1758	1043	29	accused	accuse	VERB
cblr-1758	1043	30	of	of	ADP
cblr-1758	1043	31	banging	bang	VERB
cblr-1758	1043	32	the	the	DET
cblr-1758	1043	33	close	close	NOUN
cblr-1758	1043	34	in	in	ADP
cblr-1758	1043	35	violation	violation	NOUN
cblr-1758	1043	36	of	of	ADP
cblr-1758	1043	37	cea	cea	PROPN
cblr-1758	1043	38	section	section	PROPN
cblr-1758	1043	39	6(c	6(c	NUM
cblr-1758	1043	40	)	)	PUNCT
cblr-1758	1043	41	and	and	CCONJ
cblr-1758	1043	42	section	section	NOUN
cblr-1758	1043	43	9(a)(2	9(a)(2	NUM
cblr-1758	1043	44	)	)	PUNCT
cblr-1758	1043	45	)	)	PUNCT
cblr-1758	1043	46	;	;	PUNCT
cblr-1758	1043	47	press	press	NOUN
cblr-1758	1043	48	release	release	NOUN
cblr-1758	1043	49	6766	6766	NUM
cblr-1758	1043	50	-	-	SYM
cblr-1758	1043	51	13	13	NUM
cblr-1758	1043	52	,	,	PUNCT
cblr-1758	1043	53	cftc	cftc	PROPN
cblr-1758	1043	54	,	,	PUNCT
cblr-1758	1043	55	cftc	cftc	PROPN
cblr-1758	1043	56	charges	charge	VERB
cblr-1758	1043	57	donald	donald	PROPN
cblr-1758	1043	58	r.	r.	PROPN
cblr-1758	1043	59	wilson	wilson	PROPN
cblr-1758	1043	60	and	and	CCONJ
cblr-1758	1043	61	his	his	PRON
cblr-1758	1043	62	company	company	NOUN
cblr-1758	1043	63	,	,	PUNCT
cblr-1758	1043	64	drw	drw	PROPN
cblr-1758	1043	65	investments	investments	PROPN
cblr-1758	1043	66	,	,	PUNCT
cblr-1758	1043	67	llc	llc	PROPN
cblr-1758	1043	68	,	,	PUNCT
cblr-1758	1043	69	with	with	ADP
cblr-1758	1043	70	price	price	NOUN
cblr-1758	1043	71	manipulation	manipulation	NOUN
cblr-1758	1043	72	(	(	PUNCT
cblr-1758	1043	73	nov	nov	PROPN
cblr-1758	1043	74	.	.	PROPN
cblr-1758	1043	75	6	6	NUM
cblr-1758	1043	76	.	.	NOUN
cblr-1758	1043	77	2013	2013	NUM
cblr-1758	1043	78	)	)	PUNCT
cblr-1758	1043	79	,	,	PUNCT
cblr-1758	1043	80	available	available	ADJ
cblr-1758	1043	81	at	at	ADP
cblr-1758	1043	82	http://www.cftc.gov/	http://www.cftc.gov/	ADJ
cblr-1758	1043	83	pressroom	pressroom	NOUN
cblr-1758	1043	84	/	/	SYM
cblr-1758	1043	85	pressreleases	pressreleases	PROPN
cblr-1758	1043	86	/	/	SYM
cblr-1758	1043	87	pr6766	pr6766	NOUN
cblr-1758	1043	88	-	-	PUNCT
cblr-1758	1043	89	13	13	NUM
cblr-1758	1043	90	,	,	PUNCT
cblr-1758	1043	91	archived	archive	VERB
cblr-1758	1043	92	at	at	ADP
cblr-1758	1043	93	http://perma.cc/v5qwrqwx	http://perma.cc/v5qwrqwx	PROPN
cblr-1758	1043	94	(	(	PUNCT
cblr-1758	1043	95	stating	state	VERB
cblr-1758	1043	96	that	that	SCONJ
cblr-1758	1043	97	the	the	DET
cblr-1758	1043	98	cftc	cftc	PROPN
cblr-1758	1043	99	has	have	AUX
cblr-1758	1043	100	filed	file	VERB
cblr-1758	1043	101	a	a	DET
cblr-1758	1043	102	civil	civil	ADJ
cblr-1758	1043	103	enforcement	enforcement	NOUN
cblr-1758	1043	104	action	action	NOUN
cblr-1758	1043	105	,	,	PUNCT
cblr-1758	1043	106	for	for	ADP
cblr-1758	1043	107	violations	violation	NOUN
cblr-1758	1043	108	of	of	ADP
cblr-1758	1043	109	7	7	NUM
cblr-1758	1043	110	u.s.c	u.s.c	ADJ
cblr-1758	1043	111	.	.	PUNCT
cblr-1758	1044	1	sections	section	NOUN
cblr-1758	1044	2	6(c	6(c	NUM
cblr-1758	1044	3	)	)	PUNCT
cblr-1758	1044	4	,	,	PUNCT
cblr-1758	1044	5	9(a)(2	9(a)(2	NUM
cblr-1758	1044	6	)	)	PUNCT
cblr-1758	1044	7	,	,	PUNCT
cblr-1758	1044	8	and	and	CCONJ
cblr-1758	1044	9	13(b	13(b	NUM
cblr-1758	1044	10	)	)	PUNCT
cblr-1758	1044	11	,	,	PUNCT
cblr-1758	1044	12	against	against	ADP
cblr-1758	1044	13	wilson	wilson	PROPN
cblr-1758	1044	14	and	and	CCONJ
cblr-1758	1044	15	drw	drw	PROPN
cblr-1758	1044	16	investments	investment	NOUN
cblr-1758	1044	17	for	for	ADP
cblr-1758	1044	18	allegedly	allegedly	ADV
cblr-1758	1044	19	“	"	PUNCT
cblr-1758	1044	20	banging	bang	VERB
cblr-1758	1044	21	the	the	DET
cblr-1758	1044	22	close	close	NOUN
cblr-1758	1044	23	”	"	PUNCT
cblr-1758	1044	24	in	in	ADP
cblr-1758	1044	25	order	order	NOUN
cblr-1758	1044	26	to	to	PART
cblr-1758	1044	27	manipulate	manipulate	VERB
cblr-1758	1044	28	settlement	settlement	NOUN
cblr-1758	1044	29	prices	price	NOUN
cblr-1758	1044	30	)	)	PUNCT
cblr-1758	1044	31	;	;	PUNCT
cblr-1758	1044	32	press	press	NOUN
cblr-1758	1044	33	release	release	NOUN
cblr-1758	1044	34	6239	6239	NUM
cblr-1758	1044	35	-	-	SYM
cblr-1758	1044	36	12	12	NUM
cblr-1758	1044	37	,	,	PUNCT
cblr-1758	1044	38	cftc	cftc	PROPN
cblr-1758	1044	39	,	,	PUNCT
cblr-1758	1044	40	federal	federal	ADJ
cblr-1758	1044	41	court	court	NOUN
cblr-1758	1044	42	orders	order	VERB
cblr-1758	1044	43	$	$	SYM
cblr-1758	1044	44	14	14	NUM
cblr-1758	1044	45	million	million	NUM
cblr-1758	1044	46	in	in	ADP
cblr-1758	1044	47	fines	fine	NOUN
cblr-1758	1044	48	and	and	CCONJ
cblr-1758	1044	49	disgorgement	disgorgement	NOUN
cblr-1758	1044	50	stemming	stem	VERB
cblr-1758	1044	51	from	from	ADP
cblr-1758	1044	52	cftc	cftc	PROPN
cblr-1758	1044	53	charges	charge	NOUN
cblr-1758	1044	54	against	against	ADP
cblr-1758	1044	55	optiver	optiver	NOUN
cblr-1758	1044	56	and	and	CCONJ
cblr-1758	1044	57	others	other	NOUN
cblr-1758	1044	58	for	for	ADP
cblr-1758	1044	59	manipulation	manipulation	NOUN
cblr-1758	1044	60	of	of	ADP
cblr-1758	1044	61	nymex	nymex	PROPN
cblr-1758	1044	62	crude	crude	PROPN
cblr-1758	1044	63	oil	oil	NOUN
cblr-1758	1044	64	,	,	PUNCT
cblr-1758	1044	65	heating	heating	NOUN
cblr-1758	1044	66	oil	oil	NOUN
cblr-1758	1044	67	,	,	PUNCT
cblr-1758	1044	68	and	and	CCONJ
cblr-1758	1044	69	gasoline	gasoline	NOUN
cblr-1758	1044	70	futures	future	NOUN
cblr-1758	1044	71	contracts	contract	NOUN
cblr-1758	1044	72	and	and	CCONJ
cblr-1758	1044	73	making	make	VERB
cblr-1758	1044	74	false	false	ADJ
cblr-1758	1044	75	statements	statement	NOUN
cblr-1758	1044	76	(	(	PUNCT
cblr-1758	1044	77	apr	apr	NOUN
cblr-1758	1044	78	.	.	PROPN
cblr-1758	1044	79	19	19	NUM
cblr-1758	1044	80	,	,	PUNCT
cblr-1758	1044	81	2012	2012	NUM
cblr-1758	1044	82	)	)	PUNCT
cblr-1758	1044	83	,	,	PUNCT
cblr-1758	1044	84	http://www.cftc.gov/pressroom/pressreleases/	http://www.cftc.gov/pressroom/pressreleases/	PROPN
cblr-1758	1044	85	pr6239	pr6239	PROPN
cblr-1758	1044	86	-	-	PUNCT
cblr-1758	1044	87	12	12	NUM
cblr-1758	1044	88	,	,	PUNCT
cblr-1758	1044	89	archived	archive	VERB
cblr-1758	1044	90	at	at	ADP
cblr-1758	1044	91	http://perma.cc/2uzg-pya4	http://perma.cc/2uzg-pya4	PROPN
cblr-1758	1044	92	.	.	PUNCT
cblr-1758	1045	1	scopino	scopino	PROPN
cblr-1758	1045	2	–	–	PUNCT
cblr-1758	1045	3	final	final	ADJ
cblr-1758	1045	4	506	506	NUM
cblr-1758	1045	5	columbia	columbia	PROPN
cblr-1758	1045	6	business	business	NOUN
cblr-1758	1045	7	law	law	PROPN
cblr-1758	1045	8	review	review	NOUN
cblr-1758	1045	9	[	[	X
cblr-1758	1045	10	vol	vol	NOUN
cblr-1758	1045	11	.	.	NOUN
cblr-1758	1045	12	2015	2015	NUM
cblr-1758	1045	13	identification	identification	NOUN
cblr-1758	1045	14	program	program	NOUN
cblr-1758	1045	15	for	for	ADP
cblr-1758	1045	16	atss	atss	NOUN
cblr-1758	1045	17	and	and	CCONJ
cblr-1758	1045	18	algorithms	algorithm	NOUN
cblr-1758	1045	19	,	,	PUNCT
cblr-1758	1045	20	however	however	ADV
cblr-1758	1045	21	,	,	PUNCT
cblr-1758	1045	22	should	should	AUX
cblr-1758	1045	23	be	be	AUX
cblr-1758	1045	24	worked	work	VERB
cblr-1758	1045	25	out	out	ADP
cblr-1758	1045	26	cooperatively	cooperatively	ADV
cblr-1758	1045	27	with	with	ADP
cblr-1758	1045	28	the	the	DET
cblr-1758	1045	29	exchanges	exchange	NOUN
cblr-1758	1045	30	and	and	CCONJ
cblr-1758	1045	31	market	market	NOUN
cblr-1758	1045	32	participants	participant	NOUN
cblr-1758	1045	33	to	to	PART
cblr-1758	1045	34	ensure	ensure	VERB
cblr-1758	1045	35	that	that	SCONJ
cblr-1758	1045	36	there	there	PRON
cblr-1758	1045	37	is	be	VERB
cblr-1758	1045	38	a	a	DET
cblr-1758	1045	39	uniform	uniform	NOUN
cblr-1758	1045	40	,	,	PUNCT
cblr-1758	1045	41	industry	industry	NOUN
cblr-1758	1045	42	-	-	PUNCT
cblr-1758	1045	43	wide	wide	ADJ
cblr-1758	1045	44	method	method	NOUN
cblr-1758	1045	45	to	to	PART
cblr-1758	1045	46	distinguish	distinguish	VERB
cblr-1758	1045	47	atss	atss	NOUN
cblr-1758	1045	48	from	from	ADP
cblr-1758	1045	49	algorithms.279	algorithms.279	ADP
cblr-1758	1045	50	the	the	DET
cblr-1758	1045	51	idea	idea	NOUN
cblr-1758	1045	52	of	of	ADP
cblr-1758	1045	53	an	an	DET
cblr-1758	1045	54	identification	identification	NOUN
cblr-1758	1045	55	program	program	NOUN
cblr-1758	1045	56	for	for	ADP
cblr-1758	1045	57	atss	atss	NOUN
cblr-1758	1045	58	and	and	CCONJ
cblr-1758	1045	59	algorithms	algorithm	NOUN
cblr-1758	1045	60	,	,	PUNCT
cblr-1758	1045	61	while	while	SCONJ
cblr-1758	1045	62	relatively	relatively	ADV
cblr-1758	1045	63	undefined	undefined	ADJ
cblr-1758	1045	64	by	by	ADP
cblr-1758	1045	65	the	the	DET
cblr-1758	1045	66	cftc	cftc	PROPN
cblr-1758	1045	67	at	at	ADP
cblr-1758	1045	68	this	this	DET
cblr-1758	1045	69	stage	stage	NOUN
cblr-1758	1045	70	,	,	PUNCT
cblr-1758	1045	71	is	be	AUX
cblr-1758	1045	72	an	an	DET
cblr-1758	1045	73	example	example	NOUN
cblr-1758	1045	74	of	of	ADP
cblr-1758	1045	75	what	what	PRON
cblr-1758	1045	76	the	the	DET
cblr-1758	1045	77	future	future	NOUN
cblr-1758	1045	78	might	might	AUX
cblr-1758	1045	79	have	have	AUX
cblr-1758	1045	80	in	in	ADP
cblr-1758	1045	81	store	store	NOUN
cblr-1758	1045	82	for	for	ADP
cblr-1758	1045	83	the	the	DET
cblr-1758	1045	84	regulation	regulation	NOUN
cblr-1758	1045	85	of	of	ADP
cblr-1758	1045	86	financial	financial	ADJ
cblr-1758	1045	87	market	market	NOUN
cblr-1758	1045	88	intermediaries	intermediary	NOUN
cblr-1758	1045	89	.	.	PUNCT
cblr-1758	1046	1	the	the	DET
cblr-1758	1046	2	mention	mention	NOUN
cblr-1758	1046	3	of	of	ADP
cblr-1758	1046	4	such	such	DET
cblr-1758	1046	5	a	a	DET
cblr-1758	1046	6	program	program	NOUN
cblr-1758	1046	7	in	in	ADP
cblr-1758	1046	8	the	the	DET
cblr-1758	1046	9	concept	concept	NOUN
cblr-1758	1046	10	release	release	NOUN
cblr-1758	1046	11	is	be	AUX
cblr-1758	1046	12	the	the	DET
cblr-1758	1046	13	cftc	cftc	PROPN
cblr-1758	1046	14	’s	’s	PART
cblr-1758	1046	15	first	first	ADJ
cblr-1758	1046	16	(	(	PUNCT
cblr-1758	1046	17	implicit	implicit	ADJ
cblr-1758	1046	18	)	)	PUNCT
cblr-1758	1046	19	recognition	recognition	NOUN
cblr-1758	1046	20	of	of	ADP
cblr-1758	1046	21	the	the	DET
cblr-1758	1046	22	fact	fact	NOUN
cblr-1758	1046	23	that	that	SCONJ
cblr-1758	1046	24	natural	natural	ADJ
cblr-1758	1046	25	persons	person	NOUN
cblr-1758	1046	26	are	be	AUX
cblr-1758	1046	27	not	not	PART
cblr-1758	1046	28	going	go	VERB
cblr-1758	1046	29	to	to	PART
cblr-1758	1046	30	be	be	AUX
cblr-1758	1046	31	the	the	DET
cblr-1758	1046	32	primary	primary	ADJ
cblr-1758	1046	33	actors	actor	NOUN
cblr-1758	1046	34	in	in	ADP
cblr-1758	1046	35	the	the	DET
cblr-1758	1046	36	futures	future	NOUN
cblr-1758	1046	37	and	and	CCONJ
cblr-1758	1046	38	derivatives	derivative	NOUN
cblr-1758	1046	39	markets	market	NOUN
cblr-1758	1046	40	,	,	PUNCT
cblr-1758	1046	41	and	and	CCONJ
cblr-1758	1046	42	that	that	SCONJ
cblr-1758	1046	43	regulators	regulator	NOUN
cblr-1758	1046	44	will	will	AUX
cblr-1758	1046	45	need	need	VERB
cblr-1758	1046	46	to	to	PART
cblr-1758	1046	47	look	look	VERB
cblr-1758	1046	48	behind	behind	ADP
cblr-1758	1046	49	the	the	DET
cblr-1758	1046	50	natural	natural	ADJ
cblr-1758	1046	51	persons	person	NOUN
cblr-1758	1046	52	just	just	ADV
cblr-1758	1046	53	as	as	SCONJ
cblr-1758	1046	54	one	one	PRON
cblr-1758	1046	55	might	might	AUX
cblr-1758	1046	56	look	look	VERB
cblr-1758	1046	57	under	under	ADP
cblr-1758	1046	58	the	the	DET
cblr-1758	1046	59	hood	hood	NOUN
cblr-1758	1046	60	of	of	ADP
cblr-1758	1046	61	a	a	DET
cblr-1758	1046	62	car	car	NOUN
cblr-1758	1046	63	to	to	PART
cblr-1758	1046	64	examine	examine	VERB
cblr-1758	1046	65	the	the	DET
cblr-1758	1046	66	engine	engine	NOUN
cblr-1758	1046	67	.	.	PUNCT
cblr-1758	1047	1	specifically	specifically	ADV
cblr-1758	1047	2	,	,	PUNCT
cblr-1758	1047	3	artificial	artificial	ADJ
cblr-1758	1047	4	autonomous	autonomous	ADJ
cblr-1758	1047	5	agents––here	agents––here	PROPN
cblr-1758	1047	6	,	,	PUNCT
cblr-1758	1047	7	atss	atss	NOUN
cblr-1758	1047	8	and	and	CCONJ
cblr-1758	1047	9	algorithms	algorithm	NOUN
cblr-1758	1047	10	–	–	PUNCT
cblr-1758	1047	11	–	–	PUNCT
cblr-1758	1047	12	are	be	AUX
cblr-1758	1047	13	not	not	PART
cblr-1758	1047	14	legal	legal	ADJ
cblr-1758	1047	15	persons	person	NOUN
cblr-1758	1047	16	but	but	CCONJ
cblr-1758	1047	17	are	be	AUX
cblr-1758	1047	18	responsible	responsible	ADJ
cblr-1758	1047	19	for	for	ADP
cblr-1758	1047	20	directing	direct	VERB
cblr-1758	1047	21	and	and	CCONJ
cblr-1758	1047	22	controlling	control	VERB
cblr-1758	1047	23	trading	trading	NOUN
cblr-1758	1047	24	by	by	ADP
cblr-1758	1047	25	participants	participant	NOUN
cblr-1758	1047	26	in	in	ADP
cblr-1758	1047	27	the	the	DET
cblr-1758	1047	28	derivatives	derivative	NOUN
cblr-1758	1047	29	markets	market	NOUN
cblr-1758	1047	30	.	.	PUNCT
cblr-1758	1048	1	establishing	establish	VERB
cblr-1758	1048	2	an	an	DET
cblr-1758	1048	3	identification	identification	NOUN
cblr-1758	1048	4	system	system	NOUN
cblr-1758	1048	5	for	for	ADP
cblr-1758	1048	6	atss	atss	NOUN
cblr-1758	1048	7	and	and	CCONJ
cblr-1758	1048	8	algorithms	algorithm	NOUN
cblr-1758	1048	9	makes	make	VERB
cblr-1758	1048	10	sense	sense	NOUN
cblr-1758	1048	11	under	under	ADP
cblr-1758	1048	12	the	the	DET
cblr-1758	1048	13	traditional	traditional	ADJ
cblr-1758	1048	14	framework	framework	NOUN
cblr-1758	1048	15	that	that	PRON
cblr-1758	1048	16	congress	congress	PROPN
cblr-1758	1048	17	has	have	AUX
cblr-1758	1048	18	used	use	VERB
cblr-1758	1048	19	when	when	SCONJ
cblr-1758	1048	20	deciding	decide	VERB
cblr-1758	1048	21	whether	whether	SCONJ
cblr-1758	1048	22	to	to	PART
cblr-1758	1048	23	expand	expand	VERB
cblr-1758	1048	24	regulatory	regulatory	ADJ
cblr-1758	1048	25	requirements	requirement	NOUN
cblr-1758	1048	26	to	to	PART
cblr-1758	1048	27	cover	cover	VERB
cblr-1758	1048	28	new	new	ADJ
cblr-1758	1048	29	intermediaries	intermediary	NOUN
cblr-1758	1048	30	.	.	PUNCT
cblr-1758	1049	1	as	as	SCONJ
cblr-1758	1049	2	discussed	discuss	VERB
cblr-1758	1049	3	above	above	ADV
cblr-1758	1049	4	,	,	PUNCT
cblr-1758	1049	5	trading	trading	NOUN
cblr-1758	1049	6	activities	activity	NOUN
cblr-1758	1049	7	by	by	ADP
cblr-1758	1049	8	atss	atss	NOUN
cblr-1758	1049	9	and	and	CCONJ
cblr-1758	1049	10	algorithms	algorithm	NOUN
cblr-1758	1049	11	could	could	AUX
cblr-1758	1049	12	,	,	PUNCT
cblr-1758	1049	13	in	in	ADP
cblr-1758	1049	14	the	the	DET
cblr-1758	1049	15	event	event	NOUN
cblr-1758	1049	16	of	of	ADP
cblr-1758	1049	17	a	a	DET
cblr-1758	1049	18	malfunction	malfunction	NOUN
cblr-1758	1049	19	,	,	PUNCT
cblr-1758	1049	20	increase	increase	VERB
cblr-1758	1049	21	systemic	systemic	ADJ
cblr-1758	1049	22	risk.280	risk.280	NOUN
cblr-1758	1049	23	likewise	likewise	ADV
cblr-1758	1049	24	,	,	PUNCT
cblr-1758	1049	25	atss	atss	NOUN
cblr-1758	1049	26	and	and	CCONJ
cblr-1758	1049	27	algorithms	algorithm	NOUN
cblr-1758	1049	28	are	be	AUX
cblr-1758	1049	29	capable	capable	ADJ
cblr-1758	1049	30	of	of	ADP
cblr-1758	1049	31	manipulating	manipulate	VERB
cblr-1758	1049	32	the	the	DET
cblr-1758	1049	33	markets	market	NOUN
cblr-1758	1049	34	for	for	ADP
cblr-1758	1049	35	derivatives	derivative	NOUN
cblr-1758	1049	36	contracts	contract	NOUN
cblr-1758	1049	37	and	and	CCONJ
cblr-1758	1049	38	engaging	engage	VERB
cblr-1758	1049	39	in	in	ADP
cblr-1758	1049	40	wash	wash	NOUN
cblr-1758	1049	41	trades	trade	NOUN
cblr-1758	1049	42	and	and	CCONJ
cblr-1758	1049	43	other	other	ADJ
cblr-1758	1049	44	disruptive	disruptive	ADJ
cblr-1758	1049	45	trading	trading	NOUN
cblr-1758	1049	46	practices.281	practices.281	NOUN
cblr-1758	1049	47	therefore	therefore	ADV
cblr-1758	1049	48	,	,	PUNCT
cblr-1758	1049	49	increased	increase	VERB
cblr-1758	1049	50	oversight	oversight	NOUN
cblr-1758	1049	51	of	of	ADP
cblr-1758	1049	52	atss	atss	NOUN
cblr-1758	1049	53	and	and	CCONJ
cblr-1758	1049	54	279	279	NUM
cblr-1758	1049	55	see	see	VERB
cblr-1758	1049	56	concept	concept	NOUN
cblr-1758	1049	57	release	release	NOUN
cblr-1758	1049	58	on	on	ADP
cblr-1758	1049	59	risk	risk	NOUN
cblr-1758	1049	60	controls	control	NOUN
cblr-1758	1049	61	and	and	CCONJ
cblr-1758	1049	62	system	system	NOUN
cblr-1758	1049	63	safeguards	safeguard	NOUN
cblr-1758	1049	64	for	for	ADP
cblr-1758	1049	65	automated	automate	VERB
cblr-1758	1049	66	trading	trading	NOUN
cblr-1758	1049	67	environments	environment	NOUN
cblr-1758	1049	68	,	,	PUNCT
cblr-1758	1049	69	78	78	NUM
cblr-1758	1049	70	fed	feed	VERB
cblr-1758	1049	71	.	.	PUNCT
cblr-1758	1050	1	reg	reg	PROPN
cblr-1758	1050	2	.	.	PUNCT
cblr-1758	1051	1	at	at	ADP
cblr-1758	1051	2	56,559–60	56,559–60	NUM
cblr-1758	1051	3	.	.	PUNCT
cblr-1758	1052	1	others	other	NOUN
cblr-1758	1052	2	have	have	AUX
cblr-1758	1052	3	recognized	recognize	VERB
cblr-1758	1052	4	the	the	DET
cblr-1758	1052	5	problem	problem	NOUN
cblr-1758	1052	6	of	of	ADP
cblr-1758	1052	7	identifying	identify	VERB
cblr-1758	1052	8	autonomous	autonomous	ADJ
cblr-1758	1052	9	artificial	artificial	ADJ
cblr-1758	1052	10	agents	agent	NOUN
cblr-1758	1052	11	.	.	PUNCT
cblr-1758	1053	1	see	see	VERB
cblr-1758	1053	2	,	,	PUNCT
cblr-1758	1053	3	e.g.	e.g.	ADV
cblr-1758	1053	4	,	,	PUNCT
cblr-1758	1053	5	chopra	chopra	PROPN
cblr-1758	1053	6	&	&	CCONJ
cblr-1758	1053	7	white	white	PROPN
cblr-1758	1053	8	,	,	PUNCT
cblr-1758	1053	9	supra	supra	PROPN
cblr-1758	1053	10	note	note	PROPN
cblr-1758	1053	11	65	65	NUM
cblr-1758	1053	12	,	,	PUNCT
cblr-1758	1053	13	at	at	ADP
cblr-1758	1053	14	181–82	181–82	NOUN
cblr-1758	1053	15	.	.	PUNCT
cblr-1758	1054	1	280	280	NUM
cblr-1758	1054	2	see	see	VERB
cblr-1758	1054	3	supra	supra	ADJ
cblr-1758	1054	4	notes	note	NOUN
cblr-1758	1054	5	29–31	29–31	NUM
cblr-1758	1054	6	and	and	CCONJ
cblr-1758	1054	7	accompanying	accompany	VERB
cblr-1758	1054	8	text	text	NOUN
cblr-1758	1054	9	.	.	PUNCT
cblr-1758	1055	1	281	281	NUM
cblr-1758	1055	2	as	as	ADV
cblr-1758	1055	3	discussed	discuss	VERB
cblr-1758	1055	4	previously	previously	ADV
cblr-1758	1055	5	,	,	PUNCT
cblr-1758	1055	6	although	although	SCONJ
cblr-1758	1055	7	existing	exist	VERB
cblr-1758	1055	8	cases	case	NOUN
cblr-1758	1055	9	involving	involve	VERB
cblr-1758	1055	10	manipulative	manipulative	ADJ
cblr-1758	1055	11	and	and	CCONJ
cblr-1758	1055	12	disruptive	disruptive	ADJ
cblr-1758	1055	13	trading	trading	NOUN
cblr-1758	1055	14	practices	practice	NOUN
cblr-1758	1055	15	by	by	ADP
cblr-1758	1055	16	atss	atss	NOUN
cblr-1758	1055	17	employing	employ	VERB
cblr-1758	1055	18	hft	hft	NOUN
cblr-1758	1055	19	strategies	strategy	NOUN
cblr-1758	1055	20	were	be	AUX
cblr-1758	1055	21	believed	believe	VERB
cblr-1758	1055	22	to	to	PART
cblr-1758	1055	23	have	have	AUX
cblr-1758	1055	24	consisted	consist	VERB
cblr-1758	1055	25	of	of	ADP
cblr-1758	1055	26	human	human	NOUN
cblr-1758	1055	27	-	-	PUNCT
cblr-1758	1055	28	directed	direct	VERB
cblr-1758	1055	29	schemes	scheme	NOUN
cblr-1758	1055	30	,	,	PUNCT
cblr-1758	1055	31	it	it	PRON
cblr-1758	1055	32	is	be	AUX
cblr-1758	1055	33	entirely	entirely	ADV
cblr-1758	1055	34	possible	possible	ADJ
cblr-1758	1055	35	for	for	ADP
cblr-1758	1055	36	atss	atss	NOUN
cblr-1758	1055	37	to	to	PART
cblr-1758	1055	38	behave	behave	VERB
cblr-1758	1055	39	in	in	ADP
cblr-1758	1055	40	ways	way	NOUN
cblr-1758	1055	41	not	not	PART
cblr-1758	1055	42	intended	intend	VERB
cblr-1758	1055	43	or	or	CCONJ
cblr-1758	1055	44	expected	expect	VERB
cblr-1758	1055	45	by	by	ADP
cblr-1758	1055	46	their	their	PRON
cblr-1758	1055	47	programmers	programmer	NOUN
cblr-1758	1055	48	.	.	PUNCT
cblr-1758	1056	1	see	see	VERB
cblr-1758	1056	2	neyfakh	neyfakh	PROPN
cblr-1758	1056	3	,	,	PUNCT
cblr-1758	1056	4	supra	supra	PROPN
cblr-1758	1056	5	note	note	PROPN
cblr-1758	1056	6	35	35	NUM
cblr-1758	1056	7	:	:	PUNCT
cblr-1758	1056	8	scopino	scopino	NOUN
cblr-1758	1056	9	–	–	PUNCT
cblr-1758	1056	10	final	final	ADJ
cblr-1758	1056	11	no	no	NOUN
cblr-1758	1056	12	.	.	PUNCT
cblr-1758	1057	1	2:439	2:439	NUM
cblr-1758	1057	2	]	]	X
cblr-1758	1057	3	the	the	DET
cblr-1758	1057	4	second	second	ADJ
cblr-1758	1057	5	machine	machine	NOUN
cblr-1758	1057	6	age	age	NOUN
cblr-1758	1057	7	507	507	NUM
cblr-1758	1057	8	algorithms	algorithm	NOUN
cblr-1758	1057	9	is	be	AUX
cblr-1758	1057	10	warranted	warrant	VERB
cblr-1758	1057	11	to	to	PART
cblr-1758	1057	12	enable	enable	VERB
cblr-1758	1057	13	the	the	DET
cblr-1758	1057	14	cftc	cftc	PROPN
cblr-1758	1057	15	to	to	PART
cblr-1758	1057	16	reduce	reduce	VERB
cblr-1758	1057	17	systemic	systemic	ADJ
cblr-1758	1057	18	risk	risk	NOUN
cblr-1758	1057	19	and	and	CCONJ
cblr-1758	1057	20	decrease	decrease	VERB
cblr-1758	1057	21	the	the	DET
cblr-1758	1057	22	likelihood	likelihood	NOUN
cblr-1758	1057	23	of	of	ADP
cblr-1758	1057	24	disruptive	disruptive	ADJ
cblr-1758	1057	25	trading	trading	NOUN
cblr-1758	1057	26	practices	practice	NOUN
cblr-1758	1057	27	.	.	PUNCT
cblr-1758	1058	1	b.	b.	PROPN
cblr-1758	1058	2	looking	look	VERB
cblr-1758	1058	3	behind	behind	ADP
cblr-1758	1058	4	the	the	DET
cblr-1758	1058	5	registrants	registrant	NOUN
cblr-1758	1058	6	to	to	ADP
cblr-1758	1058	7	the	the	DET
cblr-1758	1058	8	autonomous	autonomous	ADJ
cblr-1758	1058	9	artificial	artificial	ADJ
cblr-1758	1058	10	agents	agent	NOUN
cblr-1758	1058	11	consideration	consideration	NOUN
cblr-1758	1058	12	of	of	ADP
cblr-1758	1058	13	the	the	DET
cblr-1758	1058	14	suggested	suggest	VERB
cblr-1758	1058	15	ats	ats	PROPN
cblr-1758	1058	16	and	and	CCONJ
cblr-1758	1058	17	algorithm	algorithm	PROPN
cblr-1758	1058	18	identification	identification	NOUN
cblr-1758	1058	19	program	program	NOUN
cblr-1758	1058	20	hints	hint	VERB
cblr-1758	1058	21	at	at	ADP
cblr-1758	1058	22	a	a	DET
cblr-1758	1058	23	larger	large	ADJ
cblr-1758	1058	24	,	,	PUNCT
cblr-1758	1058	25	more	more	ADV
cblr-1758	1058	26	important	important	ADJ
cblr-1758	1058	27	issue	issue	NOUN
cblr-1758	1058	28	hiding	hide	VERB
cblr-1758	1058	29	behind	behind	ADP
cblr-1758	1058	30	the	the	DET
cblr-1758	1058	31	questions	question	NOUN
cblr-1758	1058	32	asked	ask	VERB
cblr-1758	1058	33	in	in	ADP
cblr-1758	1058	34	the	the	DET
cblr-1758	1058	35	concept	concept	NOUN
cblr-1758	1058	36	release	release	NOUN
cblr-1758	1058	37	.	.	PUNCT
cblr-1758	1059	1	namely	namely	ADV
cblr-1758	1059	2	,	,	PUNCT
cblr-1758	1059	3	how	how	SCONJ
cblr-1758	1059	4	can	can	AUX
cblr-1758	1059	5	congress	congress	PROPN
cblr-1758	1059	6	and	and	CCONJ
cblr-1758	1059	7	the	the	DET
cblr-1758	1059	8	cftc	cftc	PROPN
cblr-1758	1059	9	ensure	ensure	VERB
cblr-1758	1059	10	that	that	SCONJ
cblr-1758	1059	11	the	the	DET
cblr-1758	1059	12	futures	future	NOUN
cblr-1758	1059	13	and	and	CCONJ
cblr-1758	1059	14	derivatives	derivative	NOUN
cblr-1758	1059	15	markets	market	NOUN
cblr-1758	1059	16	maintain	maintain	VERB
cblr-1758	1059	17	high	high	ADJ
cblr-1758	1059	18	ethical	ethical	ADJ
cblr-1758	1059	19	standards	standard	NOUN
cblr-1758	1059	20	and	and	CCONJ
cblr-1758	1059	21	a	a	DET
cblr-1758	1059	22	respect	respect	NOUN
cblr-1758	1059	23	for	for	ADP
cblr-1758	1059	24	the	the	DET
cblr-1758	1059	25	law	law	NOUN
cblr-1758	1059	26	among	among	ADP
cblr-1758	1059	27	market	market	NOUN
cblr-1758	1059	28	participants	participant	NOUN
cblr-1758	1059	29	even	even	ADV
cblr-1758	1059	30	as	as	ADP
cblr-1758	1059	31	more	more	ADJ
cblr-1758	1059	32	of	of	ADP
cblr-1758	1059	33	the	the	DET
cblr-1758	1059	34	market	market	NOUN
cblr-1758	1059	35	becomes	become	VERB
cblr-1758	1059	36	automated	automate	VERB
cblr-1758	1059	37	and	and	CCONJ
cblr-1758	1059	38	therefore	therefore	ADV
cblr-1758	1059	39	removed	remove	VERB
cblr-1758	1059	40	from	from	ADP
cblr-1758	1059	41	immediate	immediate	ADJ
cblr-1758	1059	42	and	and	CCONJ
cblr-1758	1059	43	specific	specific	ADJ
cblr-1758	1059	44	human	human	ADJ
cblr-1758	1059	45	direction	direction	NOUN
cblr-1758	1059	46	?	?	PUNCT
cblr-1758	1060	1	the	the	DET
cblr-1758	1060	2	reference	reference	NOUN
cblr-1758	1060	3	to	to	ADP
cblr-1758	1060	4	an	an	DET
cblr-1758	1060	5	identification	identification	NOUN
cblr-1758	1060	6	program	program	NOUN
cblr-1758	1060	7	for	for	ADP
cblr-1758	1060	8	atss	atss	NOUN
cblr-1758	1060	9	and	and	CCONJ
cblr-1758	1060	10	algorithms	algorithm	NOUN
cblr-1758	1060	11	indirectly	indirectly	ADV
cblr-1758	1060	12	shows	show	VERB
cblr-1758	1060	13	that	that	SCONJ
cblr-1758	1060	14	traditional	traditional	ADJ
cblr-1758	1060	15	approaches	approach	NOUN
cblr-1758	1060	16	to	to	ADP
cblr-1758	1060	17	the	the	DET
cblr-1758	1060	18	regulation	regulation	NOUN
cblr-1758	1060	19	of	of	ADP
cblr-1758	1060	20	intermediaries	intermediary	NOUN
cblr-1758	1060	21	will	will	AUX
cblr-1758	1060	22	not	not	PART
cblr-1758	1060	23	necessarily	necessarily	ADV
cblr-1758	1060	24	work	work	VERB
cblr-1758	1060	25	in	in	ADP
cblr-1758	1060	26	situations	situation	NOUN
cblr-1758	1060	27	where	where	SCONJ
cblr-1758	1060	28	the	the	DET
cblr-1758	1060	29	decision	decision	NOUN
cblr-1758	1060	30	makers	maker	NOUN
cblr-1758	1060	31	for	for	ADP
cblr-1758	1060	32	registrants	registrant	NOUN
cblr-1758	1060	33	are	be	AUX
cblr-1758	1060	34	not	not	PART
cblr-1758	1060	35	legal	legal	ADJ
cblr-1758	1060	36	persons	person	NOUN
cblr-1758	1060	37	and	and	CCONJ
cblr-1758	1060	38	therefore	therefore	ADV
cblr-1758	1060	39	can	can	AUX
cblr-1758	1060	40	not	not	PART
cblr-1758	1060	41	register	register	VERB
cblr-1758	1060	42	themselves	themselves	PRON
cblr-1758	1060	43	,	,	PUNCT
cblr-1758	1060	44	or	or	CCONJ
cblr-1758	1060	45	,	,	PUNCT
cblr-1758	1060	46	in	in	ADP
cblr-1758	1060	47	the	the	DET
cblr-1758	1060	48	event	event	NOUN
cblr-1758	1060	49	of	of	ADP
cblr-1758	1060	50	wrongdoing	wrongdoing	NOUN
cblr-1758	1060	51	,	,	PUNCT
cblr-1758	1060	52	can	can	AUX
cblr-1758	1060	53	not	not	PART
cblr-1758	1060	54	be	be	AUX
cblr-1758	1060	55	punished	punish	VERB
cblr-1758	1060	56	under	under	ADP
cblr-1758	1060	57	current	current	ADJ
cblr-1758	1060	58	legal	legal	ADJ
cblr-1758	1060	59	doctrines	doctrine	NOUN
cblr-1758	1060	60	.	.	PUNCT
cblr-1758	1061	1	ensuring	ensure	VERB
cblr-1758	1061	2	that	that	SCONJ
cblr-1758	1061	3	automated	automate	VERB
cblr-1758	1061	4	derivatives	derivative	NOUN
cblr-1758	1061	5	markets	market	NOUN
cblr-1758	1061	6	are	be	AUX
cblr-1758	1061	7	characterized	characterize	VERB
cblr-1758	1061	8	by	by	ADP
cblr-1758	1061	9	fair	fair	ADJ
cblr-1758	1061	10	dealings	dealing	NOUN
cblr-1758	1061	11	and	and	CCONJ
cblr-1758	1061	12	ethical	ethical	ADJ
cblr-1758	1061	13	conduct	conduct	NOUN
cblr-1758	1061	14	necessitates	necessitate	VERB
cblr-1758	1061	15	looking	look	VERB
cblr-1758	1061	16	beyond	beyond	ADP
cblr-1758	1061	17	traditional	traditional	ADJ
cblr-1758	1061	18	registration	registration	NOUN
cblr-1758	1061	19	categories	category	NOUN
cblr-1758	1061	20	to	to	PART
cblr-1758	1061	21	reach	reach	VERB
cblr-1758	1061	22	the	the	DET
cblr-1758	1061	23	autonomous	autonomous	ADJ
cblr-1758	1061	24	artificial	artificial	ADJ
cblr-1758	1061	25	agents	agent	NOUN
cblr-1758	1061	26	operating	operate	VERB
cblr-1758	1061	27	behind	behind	ADP
cblr-1758	1061	28	the	the	DET
cblr-1758	1061	29	legal	legal	ADJ
cblr-1758	1061	30	persons	person	NOUN
cblr-1758	1061	31	(	(	PUNCT
cblr-1758	1061	32	i.e.	i.e.	X
cblr-1758	1061	33	,	,	PUNCT
cblr-1758	1061	34	the	the	DET
cblr-1758	1061	35	firms	firm	NOUN
cblr-1758	1061	36	and	and	CCONJ
cblr-1758	1061	37	natural	natural	ADJ
cblr-1758	1061	38	persons	person	NOUN
cblr-1758	1061	39	)	)	PUNCT
cblr-1758	1061	40	.	.	PUNCT
cblr-1758	1062	1	it	it	PRON
cblr-1758	1062	2	is	be	AUX
cblr-1758	1062	3	the	the	DET
cblr-1758	1062	4	autonomous	autonomous	ADJ
cblr-1758	1062	5	artificial	artificial	ADJ
cblr-1758	1062	6	agents	agent	NOUN
cblr-1758	1062	7	(	(	PUNCT
cblr-1758	1062	8	and	and	CCONJ
cblr-1758	1062	9	not	not	PART
cblr-1758	1062	10	the	the	DET
cblr-1758	1062	11	legal	legal	ADJ
cblr-1758	1062	12	persons	person	NOUN
cblr-1758	1062	13	)	)	PUNCT
cblr-1758	1062	14	that	that	PRON
cblr-1758	1062	15	are	be	AUX
cblr-1758	1062	16	actually	actually	ADV
cblr-1758	1062	17	directing	direct	VERB
cblr-1758	1062	18	trading	trading	NOUN
cblr-1758	1062	19	and	and	CCONJ
cblr-1758	1062	20	investment	investment	NOUN
cblr-1758	1062	21	decisions	decision	NOUN
cblr-1758	1062	22	in	in	ADP
cblr-1758	1062	23	many	many	ADJ
cblr-1758	1062	24	cases	case	NOUN
cblr-1758	1062	25	.	.	PUNCT
cblr-1758	1063	1	the	the	DET
cblr-1758	1063	2	focus	focus	NOUN
cblr-1758	1063	3	,	,	PUNCT
cblr-1758	1063	4	therefore	therefore	ADV
cblr-1758	1063	5	,	,	PUNCT
cblr-1758	1063	6	should	should	AUX
cblr-1758	1063	7	be	be	AUX
cblr-1758	1063	8	on	on	ADP
cblr-1758	1063	9	making	make	VERB
cblr-1758	1063	10	sure	sure	ADJ
cblr-1758	1063	11	that	that	SCONJ
cblr-1758	1063	12	all	all	DET
cblr-1758	1063	13	automated	automate	VERB
cblr-1758	1063	14	computers	computer	NOUN
cblr-1758	1063	15	and	and	CCONJ
cblr-1758	1063	16	software	software	NOUN
cblr-1758	1063	17	programs	program	NOUN
cblr-1758	1063	18	operating	operate	VERB
cblr-1758	1063	19	in	in	ADP
cblr-1758	1063	20	the	the	DET
cblr-1758	1063	21	markets	market	NOUN
cblr-1758	1063	22	—	—	PUNCT
cblr-1758	1063	23	registrants	registrant	NOUN
cblr-1758	1063	24	or	or	CCONJ
cblr-1758	1063	25	not	not	PART
cblr-1758	1063	26	,	,	PUNCT
cblr-1758	1063	27	legal	legal	ADJ
cblr-1758	1063	28	persons	person	NOUN
cblr-1758	1063	29	or	or	CCONJ
cblr-1758	1063	30	not	not	PART
cblr-1758	1063	31	—	—	PUNCT
cblr-1758	1063	32	with	with	ADP
cblr-1758	1063	33	most	most	ADJ
cblr-1758	1063	34	robot	robot	NOUN
cblr-1758	1063	35	-	-	PUNCT
cblr-1758	1063	36	like	like	ADJ
cblr-1758	1063	37	machines	machine	NOUN
cblr-1758	1063	38	that	that	PRON
cblr-1758	1063	39	exist	exist	VERB
cblr-1758	1063	40	today	today	NOUN
cblr-1758	1063	41	,	,	PUNCT
cblr-1758	1063	42	any	any	DET
cblr-1758	1063	43	serious	serious	ADJ
cblr-1758	1063	44	problems	problem	NOUN
cblr-1758	1063	45	can	can	AUX
cblr-1758	1063	46	be	be	AUX
cblr-1758	1063	47	easily	easily	ADV
cblr-1758	1063	48	traced	trace	VERB
cblr-1758	1063	49	back	back	ADV
cblr-1758	1063	50	to	to	ADP
cblr-1758	1063	51	a	a	DET
cblr-1758	1063	52	human	human	NOUN
cblr-1758	1063	53	somewhere	somewhere	ADV
cblr-1758	1063	54	,	,	PUNCT
cblr-1758	1063	55	whether	whether	SCONJ
cblr-1758	1063	56	because	because	SCONJ
cblr-1758	1063	57	the	the	DET
cblr-1758	1063	58	machine	machine	NOUN
cblr-1758	1063	59	was	be	AUX
cblr-1758	1063	60	used	use	VERB
cblr-1758	1063	61	carelessly	carelessly	ADV
cblr-1758	1063	62	or	or	CCONJ
cblr-1758	1063	63	because	because	SCONJ
cblr-1758	1063	64	it	it	PRON
cblr-1758	1063	65	was	be	AUX
cblr-1758	1063	66	intentionally	intentionally	ADV
cblr-1758	1063	67	programmed	program	VERB
cblr-1758	1063	68	to	to	PART
cblr-1758	1063	69	do	do	VERB
cblr-1758	1063	70	harm	harm	NOUN
cblr-1758	1063	71	.	.	PUNCT
cblr-1758	1064	1	but	but	CCONJ
cblr-1758	1064	2	experts	expert	NOUN
cblr-1758	1064	3	in	in	ADP
cblr-1758	1064	4	artificial	artificial	ADJ
cblr-1758	1064	5	intelligence	intelligence	NOUN
cblr-1758	1064	6	and	and	CCONJ
cblr-1758	1064	7	the	the	DET
cblr-1758	1064	8	emerging	emerge	VERB
cblr-1758	1064	9	field	field	NOUN
cblr-1758	1064	10	of	of	ADP
cblr-1758	1064	11	robot	robot	NOUN
cblr-1758	1064	12	ethics	ethic	NOUN
cblr-1758	1064	13	say	say	VERB
cblr-1758	1064	14	that	that	PRON
cblr-1758	1064	15	is	be	AUX
cblr-1758	1064	16	likely	likely	ADJ
cblr-1758	1064	17	to	to	PART
cblr-1758	1064	18	change	change	VERB
cblr-1758	1064	19	.	.	PUNCT
cblr-1758	1065	1	scopino	scopino	ADJ
cblr-1758	1065	2	–	–	PUNCT
cblr-1758	1065	3	final	final	ADJ
cblr-1758	1065	4	508	508	NUM
cblr-1758	1065	5	columbia	columbia	PROPN
cblr-1758	1065	6	business	business	NOUN
cblr-1758	1065	7	law	law	NOUN
cblr-1758	1065	8	review	review	NOUN
cblr-1758	1066	1	[	[	X
cblr-1758	1066	2	vol	vol	NOUN
cblr-1758	1066	3	.	.	PUNCT
cblr-1758	1066	4	2015	2015	NUM
cblr-1758	1066	5	understand	understand	VERB
cblr-1758	1066	6	and	and	CCONJ
cblr-1758	1066	7	follow	follow	VERB
cblr-1758	1066	8	the	the	DET
cblr-1758	1066	9	ethical	ethical	ADJ
cblr-1758	1066	10	guidelines	guideline	NOUN
cblr-1758	1066	11	and	and	CCONJ
cblr-1758	1066	12	business	business	NOUN
cblr-1758	1066	13	conduct	conduct	NOUN
cblr-1758	1066	14	standards	standard	NOUN
cblr-1758	1066	15	mandated	mandate	VERB
cblr-1758	1066	16	for	for	ADP
cblr-1758	1066	17	the	the	DET
cblr-1758	1066	18	industry	industry	NOUN
cblr-1758	1066	19	,	,	PUNCT
cblr-1758	1066	20	as	as	SCONJ
cblr-1758	1066	21	detailed	detail	VERB
cblr-1758	1066	22	by	by	ADP
cblr-1758	1066	23	the	the	DET
cblr-1758	1066	24	relevant	relevant	ADJ
cblr-1758	1066	25	laws	law	NOUN
cblr-1758	1066	26	,	,	PUNCT
cblr-1758	1066	27	regulations	regulation	NOUN
cblr-1758	1066	28	,	,	PUNCT
cblr-1758	1066	29	and	and	CCONJ
cblr-1758	1066	30	rules	rule	NOUN
cblr-1758	1066	31	.	.	PUNCT
cblr-1758	1067	1	some	some	DET
cblr-1758	1067	2	scholars	scholar	NOUN
cblr-1758	1067	3	of	of	ADP
cblr-1758	1067	4	law	law	NOUN
cblr-1758	1067	5	and	and	CCONJ
cblr-1758	1067	6	philosophy	philosophy	NOUN
cblr-1758	1067	7	have	have	AUX
cblr-1758	1067	8	studied	study	VERB
cblr-1758	1067	9	approaches	approach	NOUN
cblr-1758	1067	10	to	to	ADP
cblr-1758	1067	11	inputting	inputte	VERB
cblr-1758	1067	12	ethical	ethical	ADJ
cblr-1758	1067	13	and	and	CCONJ
cblr-1758	1067	14	moral	moral	ADJ
cblr-1758	1067	15	principles	principle	NOUN
cblr-1758	1067	16	into	into	ADP
cblr-1758	1067	17	autonomous	autonomous	ADJ
cblr-1758	1067	18	artificial	artificial	ADJ
cblr-1758	1067	19	agents	agent	NOUN
cblr-1758	1067	20	,	,	PUNCT
cblr-1758	1067	21	as	as	ADV
cblr-1758	1067	22	well	well	ADV
cblr-1758	1067	23	as	as	ADP
cblr-1758	1067	24	methods	method	NOUN
cblr-1758	1067	25	to	to	PART
cblr-1758	1067	26	best	well	ADV
cblr-1758	1067	27	allocate	allocate	VERB
cblr-1758	1067	28	liability	liability	NOUN
cblr-1758	1067	29	for	for	ADP
cblr-1758	1067	30	autonomous	autonomous	ADJ
cblr-1758	1067	31	artificial	artificial	ADJ
cblr-1758	1067	32	agent	agent	NOUN
cblr-1758	1067	33	wrongdoing	wrongdoing	NOUN
cblr-1758	1067	34	.	.	PUNCT
cblr-1758	1068	1	their	their	PRON
cblr-1758	1068	2	observations	observation	NOUN
cblr-1758	1068	3	and	and	CCONJ
cblr-1758	1068	4	analysis	analysis	NOUN
cblr-1758	1068	5	may	may	AUX
cblr-1758	1068	6	provide	provide	VERB
cblr-1758	1068	7	helpful	helpful	ADJ
cblr-1758	1068	8	insights	insight	NOUN
cblr-1758	1068	9	for	for	ADP
cblr-1758	1068	10	the	the	DET
cblr-1758	1068	11	regulation	regulation	NOUN
cblr-1758	1068	12	of	of	ADP
cblr-1758	1068	13	digital	digital	ADJ
cblr-1758	1068	14	intermediaries	intermediary	NOUN
cblr-1758	1068	15	in	in	ADP
cblr-1758	1068	16	the	the	DET
cblr-1758	1068	17	futures	future	NOUN
cblr-1758	1068	18	markets.282	markets.282	PRON
cblr-1758	1068	19	wendell	wendell	PROPN
cblr-1758	1068	20	wallach	wallach	PROPN
cblr-1758	1068	21	,	,	PUNCT
cblr-1758	1068	22	chair	chair	NOUN
cblr-1758	1068	23	of	of	ADP
cblr-1758	1068	24	the	the	DET
cblr-1758	1068	25	technology	technology	NOUN
cblr-1758	1068	26	and	and	CCONJ
cblr-1758	1068	27	ethics	ethic	NOUN
cblr-1758	1068	28	study	study	NOUN
cblr-1758	1068	29	group	group	NOUN
cblr-1758	1068	30	at	at	ADP
cblr-1758	1068	31	yale	yale	PROPN
cblr-1758	1068	32	university	university	PROPN
cblr-1758	1068	33	’s	’s	PART
cblr-1758	1068	34	interdisciplinary	interdisciplinary	ADJ
cblr-1758	1068	35	center	center	NOUN
cblr-1758	1068	36	for	for	ADP
cblr-1758	1068	37	bioethics	bioethics	NOUN
cblr-1758	1068	38	,	,	PUNCT
cblr-1758	1068	39	advocates	advocate	NOUN
cblr-1758	1068	40	for	for	ADP
cblr-1758	1068	41	open	open	ADJ
cblr-1758	1068	42	societal	societal	ADJ
cblr-1758	1068	43	discussion	discussion	NOUN
cblr-1758	1068	44	about	about	ADP
cblr-1758	1068	45	the	the	DET
cblr-1758	1068	46	best	good	ADJ
cblr-1758	1068	47	methods	method	NOUN
cblr-1758	1068	48	for	for	ADP
cblr-1758	1068	49	ensuring	ensure	VERB
cblr-1758	1068	50	that	that	SCONJ
cblr-1758	1068	51	autonomous	autonomous	ADJ
cblr-1758	1068	52	artificial	artificial	ADJ
cblr-1758	1068	53	agents	agent	NOUN
cblr-1758	1068	54	are	be	AUX
cblr-1758	1068	55	created	create	VERB
cblr-1758	1068	56	with	with	ADP
cblr-1758	1068	57	morality	morality	NOUN
cblr-1758	1068	58	.	.	PUNCT
cblr-1758	1069	1	this	this	PRON
cblr-1758	1069	2	necessitates	necessitate	VERB
cblr-1758	1069	3	an	an	DET
cblr-1758	1069	4	examination	examination	NOUN
cblr-1758	1069	5	of	of	ADP
cblr-1758	1069	6	“	"	PUNCT
cblr-1758	1069	7	the	the	DET
cblr-1758	1069	8	very	very	ADJ
cblr-1758	1069	9	nature	nature	NOUN
cblr-1758	1069	10	of	of	ADP
cblr-1758	1069	11	moral	moral	ADJ
cblr-1758	1069	12	and	and	CCONJ
cblr-1758	1069	13	ethical	ethical	ADJ
cblr-1758	1069	14	decision	decision	NOUN
cblr-1758	1069	15	-	-	PUNCT
cblr-1758	1069	16	making	making	NOUN
cblr-1758	1069	17	[	[	X
cblr-1758	1069	18	,	,	PUNCT
cblr-1758	1069	19	]	]	X
cblr-1758	1069	20	”	"	PUNCT
cblr-1758	1069	21	be	be	AUX
cblr-1758	1069	22	it	it	PRON
cblr-1758	1069	23	from	from	ADP
cblr-1758	1069	24	a	a	DET
cblr-1758	1069	25	“	"	PUNCT
cblr-1758	1069	26	top	top	ADJ
cblr-1758	1069	27	-	-	PUNCT
cblr-1758	1069	28	down	down	ADP
cblr-1758	1069	29	approach	approach	NOUN
cblr-1758	1069	30	to	to	ADP
cblr-1758	1069	31	morality	morality	NOUN
cblr-1758	1069	32	,	,	PUNCT
cblr-1758	1069	33	wherein	wherein	SCONJ
cblr-1758	1069	34	the	the	DET
cblr-1758	1069	35	machine	machine	NOUN
cblr-1758	1069	36	is	be	AUX
cblr-1758	1069	37	governed	govern	VERB
cblr-1758	1069	38	by	by	ADP
cblr-1758	1069	39	a	a	DET
cblr-1758	1069	40	series	series	NOUN
cblr-1758	1069	41	of	of	ADP
cblr-1758	1069	42	laws	law	NOUN
cblr-1758	1069	43	or	or	CCONJ
cblr-1758	1069	44	rules	rule	NOUN
cblr-1758	1069	45	.	.	PUNCT
cblr-1758	1069	46	.	.	PUNCT
cblr-1758	1069	47	.	.	PUNCT
cblr-1758	1070	1	[	[	X
cblr-1758	1070	2	or	or	CCONJ
cblr-1758	1070	3	]	]	PUNCT
cblr-1758	1070	4	a	a	DET
cblr-1758	1070	5	bottom	bottom	ADJ
cblr-1758	1070	6	-	-	PUNCT
cblr-1758	1070	7	up	up	ADP
cblr-1758	1070	8	system	system	NOUN
cblr-1758	1070	9	,	,	PUNCT
cblr-1758	1070	10	in	in	ADP
cblr-1758	1070	11	which	which	PRON
cblr-1758	1070	12	morality	morality	NOUN
cblr-1758	1070	13	is	be	AUX
cblr-1758	1070	14	gradually	gradually	ADV
cblr-1758	1070	15	programmed	program	VERB
cblr-1758	1070	16	into	into	ADP
cblr-1758	1070	17	a	a	DET
cblr-1758	1070	18	machine	machine	NOUN
cblr-1758	1070	19	to	to	PART
cblr-1758	1070	20	mimic	mimic	VERB
cblr-1758	1070	21	human	human	ADJ
cblr-1758	1070	22	learning	learning	NOUN
cblr-1758	1070	23	.	.	PUNCT
cblr-1758	1071	1	”283	”283	PUNCT
cblr-1758	1071	2	wallach	wallach	PROPN
cblr-1758	1071	3	and	and	CCONJ
cblr-1758	1071	4	his	his	PRON
cblr-1758	1071	5	co	co	NOUN
cblr-1758	1071	6	-	-	PROPN
cblr-1758	1071	7	author,284	author,284	PROPN
cblr-1758	1071	8	colin	colin	PROPN
cblr-1758	1071	9	allen	allen	PROPN
cblr-1758	1071	10	,	,	PUNCT
cblr-1758	1071	11	a	a	DET
cblr-1758	1071	12	professor	professor	NOUN
cblr-1758	1071	13	of	of	ADP
cblr-1758	1071	14	history	history	NOUN
cblr-1758	1071	15	and	and	CCONJ
cblr-1758	1071	16	philosophy	philosophy	NOUN
cblr-1758	1071	17	of	of	ADP
cblr-1758	1071	18	science	science	NOUN
cblr-1758	1071	19	and	and	CCONJ
cblr-1758	1071	20	director	director	NOUN
cblr-1758	1071	21	of	of	ADP
cblr-1758	1071	22	the	the	DET
cblr-1758	1071	23	cognitive	cognitive	ADJ
cblr-1758	1071	24	science	science	NOUN
cblr-1758	1071	25	program	program	NOUN
cblr-1758	1071	26	at	at	ADP
cblr-1758	1071	27	indiana	indiana	PROPN
cblr-1758	1071	28	university	university	PROPN
cblr-1758	1071	29	,	,	PUNCT
cblr-1758	1071	30	bloomington	bloomington	PROPN
cblr-1758	1071	31	,	,	PUNCT
cblr-1758	1071	32	argue	argue	VERB
cblr-1758	1071	33	“	"	PUNCT
cblr-1758	1071	34	that	that	SCONJ
cblr-1758	1071	35	it	it	PRON
cblr-1758	1071	36	is	be	AUX
cblr-1758	1071	37	necessary	necessary	ADJ
cblr-1758	1071	38	for	for	SCONJ
cblr-1758	1071	39	developers	developer	NOUN
cblr-1758	1071	40	of	of	ADP
cblr-1758	1071	41	these	these	DET
cblr-1758	1071	42	increasingly	increasingly	ADV
cblr-1758	1071	43	autonomous	autonomous	ADJ
cblr-1758	1071	44	systems	system	NOUN
cblr-1758	1071	45	(	(	PUNCT
cblr-1758	1071	46	robots	robot	NOUN
cblr-1758	1071	47	and	and	CCONJ
cblr-1758	1071	48	software	software	NOUN
cblr-1758	1071	49	bots	bot	NOUN
cblr-1758	1071	50	)	)	PUNCT
cblr-1758	1071	51	to	to	PART
cblr-1758	1071	52	make	make	VERB
cblr-1758	1071	53	them	they	PRON
cblr-1758	1071	54	capable	capable	ADJ
cblr-1758	1071	55	of	of	ADP
cblr-1758	1071	56	factoring	factor	VERB
cblr-1758	1071	57	ethical	ethical	ADJ
cblr-1758	1071	58	and	and	CCONJ
cblr-1758	1071	59	moral	moral	ADJ
cblr-1758	1071	60	282	282	NUM
cblr-1758	1071	61	the	the	DET
cblr-1758	1071	62	issues	issue	NOUN
cblr-1758	1071	63	of	of	ADP
cblr-1758	1071	64	legal	legal	ADJ
cblr-1758	1071	65	personhood	personhood	NOUN
cblr-1758	1071	66	and	and	CCONJ
cblr-1758	1071	67	morality	morality	NOUN
cblr-1758	1071	68	for	for	ADP
cblr-1758	1071	69	autonomous	autonomous	ADJ
cblr-1758	1071	70	artificial	artificial	ADJ
cblr-1758	1071	71	agents	agent	NOUN
cblr-1758	1071	72	are	be	AUX
cblr-1758	1071	73	topics	topic	NOUN
cblr-1758	1071	74	that	that	PRON
cblr-1758	1071	75	were	be	AUX
cblr-1758	1071	76	beyond	beyond	ADP
cblr-1758	1071	77	the	the	DET
cblr-1758	1071	78	scope	scope	NOUN
cblr-1758	1071	79	of	of	ADP
cblr-1758	1071	80	the	the	DET
cblr-1758	1071	81	cftc	cftc	PROPN
cblr-1758	1071	82	’s	’s	PART
cblr-1758	1071	83	concept	concept	NOUN
cblr-1758	1071	84	release	release	NOUN
cblr-1758	1071	85	on	on	ADP
cblr-1758	1071	86	risk	risk	NOUN
cblr-1758	1071	87	controls	control	NOUN
cblr-1758	1071	88	and	and	CCONJ
cblr-1758	1071	89	system	system	NOUN
cblr-1758	1071	90	safeguards	safeguard	NOUN
cblr-1758	1071	91	for	for	ADP
cblr-1758	1071	92	automated	automate	VERB
cblr-1758	1071	93	trading	trading	NOUN
cblr-1758	1071	94	environments	environment	NOUN
cblr-1758	1071	95	.	.	PUNCT
cblr-1758	1072	1	283	283	NUM
cblr-1758	1072	2	jim	jim	PROPN
cblr-1758	1072	3	shelton	shelton	PROPN
cblr-1758	1072	4	,	,	PUNCT
cblr-1758	1072	5	open	open	VERB
cblr-1758	1072	6	the	the	DET
cblr-1758	1072	7	pod	pod	ADJ
cblr-1758	1072	8	-	-	ADJ
cblr-1758	1072	9	bay	bay	PROPN
cblr-1758	1072	10	door	door	NOUN
cblr-1758	1072	11	,	,	PUNCT
cblr-1758	1072	12	hal	hal	PROPN
cblr-1758	1072	13	,	,	PUNCT
cblr-1758	1072	14	new	new	ADJ
cblr-1758	1072	15	haven	haven	NOUN
cblr-1758	1072	16	reg	reg	PROPN
cblr-1758	1072	17	.	.	PUNCT
cblr-1758	1073	1	(	(	PUNCT
cblr-1758	1073	2	jan	jan	PROPN
cblr-1758	1073	3	.	.	PROPN
cblr-1758	1073	4	11	11	NUM
cblr-1758	1073	5	,	,	PUNCT
cblr-1758	1073	6	2009	2009	NUM
cblr-1758	1073	7	,	,	PUNCT
cblr-1758	1073	8	12:01	12:01	NUM
cblr-1758	1073	9	am	am	NOUN
cblr-1758	1073	10	)	)	PUNCT
cblr-1758	1073	11	,	,	PUNCT
cblr-1758	1073	12	http://www.nhregister.com/general-news/	http://www.nhregister.com/general-news/	PROPN
cblr-1758	1073	13	20090111	20090111	NUM
cblr-1758	1073	14	/	/	SYM
cblr-1758	1073	15	open	open	VERB
cblr-1758	1073	16	-	-	PUNCT
cblr-1758	1073	17	the	the	DET
cblr-1758	1073	18	-	-	PUNCT
cblr-1758	1073	19	pod	pod	ADJ
cblr-1758	1073	20	-	-	ADJ
cblr-1758	1073	21	bay	bay	ADJ
cblr-1758	1073	22	-	-	PUNCT
cblr-1758	1073	23	door	door	NOUN
cblr-1758	1073	24	-	-	PUNCT
cblr-1758	1073	25	hal	hal	NOUN
cblr-1758	1073	26	,	,	PUNCT
cblr-1758	1073	27	archived	archive	VERB
cblr-1758	1073	28	at	at	ADP
cblr-1758	1073	29	http://perma.cc/2xu6dhrp	http://perma.cc/2xu6dhrp	PROPN
cblr-1758	1073	30	.	.	PUNCT
cblr-1758	1074	1	284	284	NUM
cblr-1758	1074	2	see	see	VERB
cblr-1758	1074	3	wendell	wendell	PROPN
cblr-1758	1074	4	wallach	wallach	PROPN
cblr-1758	1074	5	&	&	CCONJ
cblr-1758	1074	6	colin	colin	PROPN
cblr-1758	1074	7	allen	allen	PROPN
cblr-1758	1074	8	,	,	PUNCT
cblr-1758	1074	9	moral	moral	ADJ
cblr-1758	1074	10	machines	machine	NOUN
cblr-1758	1074	11	:	:	PUNCT
cblr-1758	1074	12	teaching	teach	VERB
cblr-1758	1074	13	robots	robot	NOUN
cblr-1758	1074	14	right	right	ADV
cblr-1758	1074	15	from	from	ADP
cblr-1758	1074	16	wrong	wrong	ADJ
cblr-1758	1074	17	(	(	PUNCT
cblr-1758	1074	18	2009	2009	NUM
cblr-1758	1074	19	)	)	PUNCT
cblr-1758	1075	1	[	[	X
cblr-1758	1075	2	hereinafter	hereinafter	NOUN
cblr-1758	1075	3	wallach	wallach	PROPN
cblr-1758	1075	4	&	&	CCONJ
cblr-1758	1075	5	allen	allen	PROPN
cblr-1758	1075	6	,	,	PUNCT
cblr-1758	1075	7	moral	moral	ADJ
cblr-1758	1075	8	machines	machine	NOUN
cblr-1758	1075	9	]	]	PUNCT
cblr-1758	1075	10	.	.	PUNCT
cblr-1758	1076	1	scopino	scopino	PROPN
cblr-1758	1076	2	–	–	PUNCT
cblr-1758	1076	3	final	final	ADJ
cblr-1758	1076	4	no	no	NOUN
cblr-1758	1076	5	.	.	PUNCT
cblr-1758	1077	1	2:439	2:439	NUM
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cblr-1758	1077	3	the	the	DET
cblr-1758	1077	4	second	second	ADJ
cblr-1758	1077	5	machine	machine	NOUN
cblr-1758	1077	6	age	age	NOUN
cblr-1758	1077	7	509	509	NUM
cblr-1758	1077	8	considerations	consideration	NOUN
cblr-1758	1077	9	into	into	ADP
cblr-1758	1077	10	their	their	PRON
cblr-1758	1077	11	decision	decision	NOUN
cblr-1758	1077	12	making	making	NOUN
cblr-1758	1077	13	.	.	PUNCT
cblr-1758	1077	14	”285	”285	PUNCT
cblr-1758	1078	1	they	they	PRON
cblr-1758	1078	2	point	point	VERB
cblr-1758	1078	3	to	to	ADP
cblr-1758	1078	4	“	"	PUNCT
cblr-1758	1078	5	credit	credit	NOUN
cblr-1758	1078	6	card	card	NOUN
cblr-1758	1078	7	approval	approval	NOUN
cblr-1758	1078	8	systems	system	NOUN
cblr-1758	1078	9	”	"	PUNCT
cblr-1758	1078	10	and	and	CCONJ
cblr-1758	1078	11	“	"	PUNCT
cblr-1758	1078	12	automated	automate	VERB
cblr-1758	1078	13	stock	stock	NOUN
cblr-1758	1078	14	trading	trading	NOUN
cblr-1758	1078	15	systems	system	NOUN
cblr-1758	1078	16	”	"	PUNCT
cblr-1758	1078	17	as	as	ADP
cblr-1758	1078	18	“	"	PUNCT
cblr-1758	1078	19	examples	example	NOUN
cblr-1758	1078	20	of	of	ADP
cblr-1758	1078	21	autonomous	autonomous	ADJ
cblr-1758	1078	22	systems	system	NOUN
cblr-1758	1078	23	that	that	PRON
cblr-1758	1078	24	already	already	ADV
cblr-1758	1078	25	affect	affect	VERB
cblr-1758	1078	26	daily	daily	ADJ
cblr-1758	1078	27	life	life	NOUN
cblr-1758	1078	28	in	in	ADP
cblr-1758	1078	29	ethically	ethically	ADV
cblr-1758	1078	30	significant	significant	ADJ
cblr-1758	1078	31	ways	way	NOUN
cblr-1758	1078	32	,	,	PUNCT
cblr-1758	1078	33	but	but	CCONJ
cblr-1758	1078	34	[	[	X
cblr-1758	1078	35	that	that	PRON
cblr-1758	1078	36	]	]	PUNCT
cblr-1758	1078	37	are	be	AUX
cblr-1758	1078	38	‘	'	PUNCT
cblr-1758	1078	39	ethically	ethically	ADV
cblr-1758	1078	40	blind	blind	ADJ
cblr-1758	1078	41	’	'	PUNCT
cblr-1758	1078	42	because	because	SCONJ
cblr-1758	1078	43	they	they	PRON
cblr-1758	1078	44	lack	lack	VERB
cblr-1758	1078	45	moral	moral	ADJ
cblr-1758	1078	46	decision	decision	NOUN
cblr-1758	1078	47	-	-	PUNCT
cblr-1758	1078	48	making	make	VERB
cblr-1758	1078	49	capacities	capacity	NOUN
cblr-1758	1078	50	.	.	PUNCT
cblr-1758	1079	1	”286	”286	ADJ
cblr-1758	1079	2	allen	allen	PROPN
cblr-1758	1079	3	and	and	CCONJ
cblr-1758	1079	4	wallach	wallach	PROPN
cblr-1758	1079	5	state	state	PROPN
cblr-1758	1079	6	that	that	SCONJ
cblr-1758	1079	7	a	a	DET
cblr-1758	1079	8	particular	particular	ADJ
cblr-1758	1079	9	autonomous	autonomous	ADJ
cblr-1758	1079	10	artificial	artificial	ADJ
cblr-1758	1079	11	agent	agent	NOUN
cblr-1758	1079	12	’s	’s	PART
cblr-1758	1079	13	capacity	capacity	NOUN
cblr-1758	1079	14	for	for	ADP
cblr-1758	1079	15	morality	morality	NOUN
cblr-1758	1079	16	can	can	AUX
cblr-1758	1079	17	be	be	AUX
cblr-1758	1079	18	viewed	view	VERB
cblr-1758	1079	19	on	on	ADP
cblr-1758	1079	20	a	a	DET
cblr-1758	1079	21	sliding	slide	VERB
cblr-1758	1079	22	scale	scale	NOUN
cblr-1758	1079	23	corresponding	correspond	VERB
cblr-1758	1079	24	to	to	ADP
cblr-1758	1079	25	the	the	DET
cblr-1758	1079	26	degree	degree	NOUN
cblr-1758	1079	27	of	of	ADP
cblr-1758	1079	28	its	its	PRON
cblr-1758	1079	29	autonomy	autonomy	NOUN
cblr-1758	1079	30	:	:	PUNCT
cblr-1758	1079	31	the	the	DET
cblr-1758	1079	32	more	more	ADV
cblr-1758	1079	33	sophisticated	sophisticated	ADJ
cblr-1758	1079	34	and	and	CCONJ
cblr-1758	1079	35	autonomous	autonomous	ADJ
cblr-1758	1079	36	the	the	DET
cblr-1758	1079	37	artificial	artificial	ADJ
cblr-1758	1079	38	agent	agent	NOUN
cblr-1758	1079	39	,	,	PUNCT
cblr-1758	1079	40	the	the	PRON
cblr-1758	1079	41	closer	close	ADJ
cblr-1758	1079	42	it	it	PRON
cblr-1758	1079	43	is	be	AUX
cblr-1758	1079	44	to	to	ADP
cblr-1758	1079	45	reaching	reach	VERB
cblr-1758	1079	46	full	full	ADJ
cblr-1758	1079	47	moral	moral	ADJ
cblr-1758	1079	48	agency.287	agency.287	NOUN
cblr-1758	1079	49	the	the	DET
cblr-1758	1079	50	two	two	NUM
cblr-1758	1079	51	concede	concede	VERB
cblr-1758	1079	52	that	that	SCONJ
cblr-1758	1079	53	current	current	ADJ
cblr-1758	1079	54	technology	technology	NOUN
cblr-1758	1079	55	is	be	AUX
cblr-1758	1079	56	probably	probably	ADV
cblr-1758	1079	57	not	not	PART
cblr-1758	1079	58	yet	yet	ADV
cblr-1758	1079	59	advanced	advanced	ADJ
cblr-1758	1079	60	enough	enough	ADV
cblr-1758	1079	61	to	to	PART
cblr-1758	1079	62	allow	allow	VERB
cblr-1758	1079	63	for	for	ADP
cblr-1758	1079	64	“	"	PUNCT
cblr-1758	1079	65	full	full	ADV
cblr-1758	1079	66	-	-	PUNCT
cblr-1758	1079	67	blown	blow	VERB
cblr-1758	1079	68	moral	moral	ADJ
cblr-1758	1079	69	agency	agency	NOUN
cblr-1758	1079	70	”	"	PUNCT
cblr-1758	1079	71	but	but	CCONJ
cblr-1758	1079	72	believe	believe	VERB
cblr-1758	1079	73	that	that	SCONJ
cblr-1758	1079	74	current	current	ADJ
cblr-1758	1079	75	approaches	approach	NOUN
cblr-1758	1079	76	to	to	ADP
cblr-1758	1079	77	artificial	artificial	ADJ
cblr-1758	1079	78	intelligence	intelligence	NOUN
cblr-1758	1079	79	could	could	AUX
cblr-1758	1079	80	support	support	VERB
cblr-1758	1079	81	“	"	PUNCT
cblr-1758	1079	82	functional	functional	ADJ
cblr-1758	1079	83	morality	morality	NOUN
cblr-1758	1079	84	.	.	PUNCT
cblr-1758	1080	1	”288	”288	PROPN
cblr-1758	1080	2	allen	allen	PROPN
cblr-1758	1080	3	and	and	CCONJ
cblr-1758	1080	4	wallach	wallach	PROPN
cblr-1758	1080	5	discuss	discuss	VERB
cblr-1758	1080	6	three	three	NUM
cblr-1758	1080	7	general	general	ADJ
cblr-1758	1080	8	approaches	approach	NOUN
cblr-1758	1080	9	to	to	ADP
cblr-1758	1080	10	implanting	implant	VERB
cblr-1758	1080	11	moral	moral	ADJ
cblr-1758	1080	12	and	and	CCONJ
cblr-1758	1080	13	ethical	ethical	ADJ
cblr-1758	1080	14	knowledge	knowledge	NOUN
cblr-1758	1080	15	inside	inside	ADP
cblr-1758	1080	16	robots	robot	NOUN
cblr-1758	1080	17	.	.	PUNCT
cblr-1758	1081	1	they	they	PRON
cblr-1758	1081	2	include	include	VERB
cblr-1758	1081	3	the	the	DET
cblr-1758	1081	4	top	top	NOUN
cblr-1758	1081	5	-	-	PUNCT
cblr-1758	1081	6	down	down	NOUN
cblr-1758	1081	7	(	(	PUNCT
cblr-1758	1081	8	rules	rule	NOUN
cblr-1758	1081	9	based	base	VERB
cblr-1758	1081	10	)	)	PUNCT
cblr-1758	1081	11	and	and	CCONJ
cblr-1758	1081	12	bottom	bottom	NOUN
cblr-1758	1081	13	-	-	PUNCT
cblr-1758	1081	14	up	up	NOUN
cblr-1758	1081	15	(	(	PUNCT
cblr-1758	1081	16	gradual	gradual	ADJ
cblr-1758	1081	17	accumulation	accumulation	NOUN
cblr-1758	1081	18	of	of	ADP
cblr-1758	1081	19	knowledge	knowledge	NOUN
cblr-1758	1081	20	by	by	ADP
cblr-1758	1081	21	applying	apply	VERB
cblr-1758	1081	22	methods	method	NOUN
cblr-1758	1081	23	of	of	ADP
cblr-1758	1081	24	learning	learning	NOUN
cblr-1758	1081	25	and	and	CCONJ
cblr-1758	1081	26	development	development	NOUN
cblr-1758	1081	27	to	to	PART
cblr-1758	1081	28	have	have	VERB
cblr-1758	1081	29	moral	moral	ADJ
cblr-1758	1081	30	capacities	capacity	NOUN
cblr-1758	1081	31	grow	grow	VERB
cblr-1758	1081	32	over	over	ADP
cblr-1758	1081	33	time	time	NOUN
cblr-1758	1081	34	with	with	ADP
cblr-1758	1081	35	general	general	ADJ
cblr-1758	1081	36	intelligence	intelligence	NOUN
cblr-1758	1081	37	)	)	PUNCT
cblr-1758	1081	38	approaches	approach	NOUN
cblr-1758	1081	39	,	,	PUNCT
cblr-1758	1081	40	as	as	ADV
cblr-1758	1081	41	well	well	ADV
cblr-1758	1081	42	as	as	ADP
cblr-1758	1081	43	the	the	DET
cblr-1758	1081	44	“	"	PUNCT
cblr-1758	1081	45	virtuebased	virtuebased	ADJ
cblr-1758	1081	46	conception	conception	NOUN
cblr-1758	1081	47	of	of	ADP
cblr-1758	1081	48	morality	morality	NOUN
cblr-1758	1081	49	.	.	PUNCT
cblr-1758	1082	1	”289	”289	VERB
cblr-1758	1082	2	the	the	DET
cblr-1758	1082	3	virtue	virtue	NOUN
cblr-1758	1082	4	-	-	PUNCT
cblr-1758	1082	5	based	base	VERB
cblr-1758	1082	6	conception	conception	NOUN
cblr-1758	1082	7	represents	represent	VERB
cblr-1758	1082	8	a	a	DET
cblr-1758	1082	9	middle	middle	ADJ
cblr-1758	1082	10	ground	ground	NOUN
cblr-1758	1082	11	because	because	SCONJ
cblr-1758	1082	12	“	"	PUNCT
cblr-1758	1082	13	virtues	virtue	NOUN
cblr-1758	1082	14	constitute	constitute	VERB
cblr-1758	1082	15	a	a	DET
cblr-1758	1082	16	hybrid	hybrid	NOUN
cblr-1758	1082	17	between	between	ADP
cblr-1758	1082	18	top	top	ADJ
cblr-1758	1082	19	-	-	PUNCT
cblr-1758	1082	20	down	down	NOUN
cblr-1758	1082	21	and	and	CCONJ
cblr-1758	1082	22	bottom	bottom	NOUN
cblr-1758	1082	23	-	-	PUNCT
cblr-1758	1082	24	up	up	ADP
cblr-1758	1082	25	approaches	approach	NOUN
cblr-1758	1082	26	,	,	PUNCT
cblr-1758	1082	27	in	in	SCONJ
cblr-1758	1082	28	that	that	SCONJ
cblr-1758	1082	29	the	the	DET
cblr-1758	1082	30	virtues	virtue	NOUN
cblr-1758	1082	31	themselves	themselves	PRON
cblr-1758	1082	32	can	can	AUX
cblr-1758	1082	33	be	be	AUX
cblr-1758	1082	34	explicitly	explicitly	ADV
cblr-1758	1082	35	described	describe	VERB
cblr-1758	1082	36	(	(	PUNCT
cblr-1758	1082	37	at	at	ADP
cblr-1758	1082	38	least	least	ADJ
cblr-1758	1082	39	to	to	ADP
cblr-1758	1082	40	some	some	DET
cblr-1758	1082	41	reasonable	reasonable	ADJ
cblr-1758	1082	42	approximation	approximation	NOUN
cblr-1758	1082	43	)	)	PUNCT
cblr-1758	1082	44	,	,	PUNCT
cblr-1758	1082	45	but	but	CCONJ
cblr-1758	1082	46	their	their	PRON
cblr-1758	1082	47	acquisition	acquisition	NOUN
cblr-1758	1082	48	as	as	ADP
cblr-1758	1082	49	285	285	NUM
cblr-1758	1082	50	colin	colin	PROPN
cblr-1758	1082	51	allen	allen	PROPN
cblr-1758	1082	52	&	&	CCONJ
cblr-1758	1082	53	wendell	wendell	PROPN
cblr-1758	1082	54	wallach	wallach	PROPN
cblr-1758	1082	55	,	,	PUNCT
cblr-1758	1082	56	moral	moral	ADJ
cblr-1758	1082	57	machines	machine	NOUN
cblr-1758	1082	58	:	:	PUNCT
cblr-1758	1082	59	contradiction	contradiction	NOUN
cblr-1758	1082	60	in	in	ADP
cblr-1758	1082	61	terms	term	NOUN
cblr-1758	1082	62	or	or	CCONJ
cblr-1758	1082	63	abdication	abdication	NOUN
cblr-1758	1082	64	of	of	ADP
cblr-1758	1082	65	human	human	ADJ
cblr-1758	1082	66	responsibility	responsibility	NOUN
cblr-1758	1082	67	?	?	PUNCT
cblr-1758	1082	68	,	,	PUNCT
cblr-1758	1082	69	in	in	ADP
cblr-1758	1082	70	robot	robot	NOUN
cblr-1758	1082	71	ethics	ethic	NOUN
cblr-1758	1082	72	:	:	PUNCT
cblr-1758	1082	73	the	the	DET
cblr-1758	1082	74	ethical	ethical	ADJ
cblr-1758	1082	75	and	and	CCONJ
cblr-1758	1082	76	social	social	ADJ
cblr-1758	1082	77	implications	implication	NOUN
cblr-1758	1082	78	of	of	ADP
cblr-1758	1082	79	robotics	robotic	NOUN
cblr-1758	1082	80	55	55	NUM
cblr-1758	1082	81	,	,	PUNCT
cblr-1758	1082	82	56	56	NUM
cblr-1758	1082	83	(	(	PUNCT
cblr-1758	1082	84	patrick	patrick	PROPN
cblr-1758	1082	85	lin	lin	PROPN
cblr-1758	1082	86	et	et	PROPN
cblr-1758	1082	87	al	al	PROPN
cblr-1758	1082	88	.	.	PUNCT
cblr-1758	1083	1	eds	eds	PROPN
cblr-1758	1083	2	.	.	PROPN
cblr-1758	1083	3	,	,	PUNCT
cblr-1758	1083	4	2012	2012	NUM
cblr-1758	1083	5	)	)	PUNCT
cblr-1758	1084	1	[	[	X
cblr-1758	1084	2	hereinafter	hereinafter	NOUN
cblr-1758	1084	3	allen	allen	PROPN
cblr-1758	1084	4	&	&	CCONJ
cblr-1758	1084	5	wallach	wallach	PROPN
cblr-1758	1084	6	,	,	PUNCT
cblr-1758	1084	7	robot	robot	NOUN
cblr-1758	1084	8	ethics	ethic	NOUN
cblr-1758	1084	9	]	]	PUNCT
cblr-1758	1084	10	.	.	PUNCT
cblr-1758	1085	1	286	286	NUM
cblr-1758	1085	2	i	i	PROPN
cblr-1758	1085	3	d.	d.	NOUN
cblr-1758	1085	4	at	at	ADP
cblr-1758	1085	5	56–57	56–57	NUM
cblr-1758	1085	6	.	.	PUNCT
cblr-1758	1086	1	287	287	NUM
cblr-1758	1087	1	i	i	PRON
cblr-1758	1087	2	d.	d.	NOUN
cblr-1758	1087	3	at	at	ADP
cblr-1758	1087	4	57	57	NUM
cblr-1758	1087	5	.	.	PUNCT
cblr-1758	1088	1	288	288	NUM
cblr-1758	1089	1	i	i	PRON
cblr-1758	1089	2	d.	d.	NOUN
cblr-1758	1089	3	at	at	ADP
cblr-1758	1089	4	58	58	NUM
cblr-1758	1089	5	.	.	PUNCT
cblr-1758	1090	1	functional	functional	ADJ
cblr-1758	1090	2	morality	morality	NOUN
cblr-1758	1090	3	refers	refer	VERB
cblr-1758	1090	4	to	to	ADP
cblr-1758	1090	5	“	"	PUNCT
cblr-1758	1090	6	intelligent	intelligent	ADJ
cblr-1758	1090	7	systems	system	NOUN
cblr-1758	1090	8	capable	capable	ADJ
cblr-1758	1090	9	of	of	ADP
cblr-1758	1090	10	assessing	assess	VERB
cblr-1758	1090	11	some	some	PRON
cblr-1758	1090	12	of	of	ADP
cblr-1758	1090	13	the	the	DET
cblr-1758	1090	14	morally	morally	ADV
cblr-1758	1090	15	significant	significant	ADJ
cblr-1758	1090	16	aspects	aspect	NOUN
cblr-1758	1090	17	of	of	ADP
cblr-1758	1090	18	their	their	PRON
cblr-1758	1090	19	own	own	ADJ
cblr-1758	1090	20	actions	action	NOUN
cblr-1758	1090	21	”	"	PUNCT
cblr-1758	1090	22	by	by	ADP
cblr-1758	1090	23	,	,	PUNCT
cblr-1758	1090	24	for	for	ADP
cblr-1758	1090	25	example	example	NOUN
cblr-1758	1090	26	,	,	PUNCT
cblr-1758	1090	27	being	be	AUX
cblr-1758	1090	28	programmed	program	VERB
cblr-1758	1090	29	to	to	PART
cblr-1758	1090	30	recognize	recognize	VERB
cblr-1758	1090	31	if	if	SCONJ
cblr-1758	1090	32	specific	specific	ADJ
cblr-1758	1090	33	situations	situation	NOUN
cblr-1758	1090	34	raise	raise	VERB
cblr-1758	1090	35	moral	moral	ADJ
cblr-1758	1090	36	issues	issue	NOUN
cblr-1758	1090	37	and	and	CCONJ
cblr-1758	1090	38	then	then	ADV
cblr-1758	1090	39	respond	respond	VERB
cblr-1758	1090	40	to	to	ADP
cblr-1758	1090	41	those	those	DET
cblr-1758	1090	42	moral	moral	ADJ
cblr-1758	1090	43	issues	issue	NOUN
cblr-1758	1090	44	according	accord	VERB
cblr-1758	1090	45	to	to	ADP
cblr-1758	1090	46	rules	rule	NOUN
cblr-1758	1090	47	encoded	encode	VERB
cblr-1758	1090	48	in	in	ADP
cblr-1758	1090	49	their	their	PRON
cblr-1758	1090	50	programming	programming	NOUN
cblr-1758	1090	51	.	.	PUNCT
cblr-1758	1091	1	wallach	wallach	PROPN
cblr-1758	1091	2	&	&	CCONJ
cblr-1758	1091	3	allen	allen	PROPN
cblr-1758	1091	4	,	,	PUNCT
cblr-1758	1091	5	moral	moral	ADJ
cblr-1758	1091	6	machines	machine	NOUN
cblr-1758	1091	7	26–27	26–27	PROPN
cblr-1758	1091	8	.	.	PROPN
cblr-1758	1091	9	289	289	NUM
cblr-1758	1091	10	wallach	wallach	PROPN
cblr-1758	1091	11	&	&	CCONJ
cblr-1758	1091	12	allen	allen	PROPN
cblr-1758	1091	13	,	,	PUNCT
cblr-1758	1091	14	moral	moral	ADJ
cblr-1758	1091	15	machines	machine	NOUN
cblr-1758	1091	16	120	120	NUM
cblr-1758	1091	17	;	;	PUNCT
cblr-1758	1091	18	allen	allen	PROPN
cblr-1758	1091	19	&	&	CCONJ
cblr-1758	1091	20	wallach	wallach	PROPN
cblr-1758	1091	21	,	,	PUNCT
cblr-1758	1091	22	robot	robot	NOUN
cblr-1758	1091	23	ethics	ethic	NOUN
cblr-1758	1091	24	59	59	NUM
cblr-1758	1091	25	.	.	PUNCT
cblr-1758	1091	26	scopino	scopino	PROPN
cblr-1758	1091	27	–	–	PUNCT
cblr-1758	1091	28	final	final	ADJ
cblr-1758	1091	29	510	510	NUM
cblr-1758	1091	30	columbia	columbia	PROPN
cblr-1758	1091	31	business	business	NOUN
cblr-1758	1091	32	law	law	PROPN
cblr-1758	1091	33	review	review	NOUN
cblr-1758	1091	34	[	[	X
cblr-1758	1091	35	vol	vol	NOUN
cblr-1758	1091	36	.	.	NOUN
cblr-1758	1091	37	2015	2015	NUM
cblr-1758	1091	38	moral	moral	ADJ
cblr-1758	1091	39	character	character	NOUN
cblr-1758	1091	40	traits	trait	NOUN
cblr-1758	1091	41	seems	seem	VERB
cblr-1758	1091	42	essentially	essentially	ADV
cblr-1758	1091	43	to	to	PART
cblr-1758	1091	44	be	be	AUX
cblr-1758	1091	45	a	a	DET
cblr-1758	1091	46	bottom	bottom	ADJ
cblr-1758	1091	47	-	-	PUNCT
cblr-1758	1091	48	up	up	ADP
cblr-1758	1091	49	process	process	NOUN
cblr-1758	1091	50	.	.	PUNCT
cblr-1758	1092	1	”290	”290	PROPN
cblr-1758	1093	1	as	as	SCONJ
cblr-1758	1093	2	allen	allen	PROPN
cblr-1758	1093	3	and	and	CCONJ
cblr-1758	1093	4	wallach	wallach	PROPN
cblr-1758	1093	5	state	state	PROPN
cblr-1758	1093	6	,	,	PUNCT
cblr-1758	1093	7	while	while	SCONJ
cblr-1758	1093	8	“	"	PUNCT
cblr-1758	1093	9	there	there	PRON
cblr-1758	1093	10	are	be	VERB
cblr-1758	1093	11	miles	mile	NOUN
cblr-1758	1093	12	to	to	PART
cblr-1758	1093	13	go	go	VERB
cblr-1758	1093	14	before	before	SCONJ
cblr-1758	1093	15	the	the	DET
cblr-1758	1093	16	full	full	ADJ
cblr-1758	1093	17	moral	moral	ADJ
cblr-1758	1093	18	agency	agency	NOUN
cblr-1758	1093	19	of	of	ADP
cblr-1758	1093	20	[	[	X
cblr-1758	1093	21	robots	robot	NOUN
cblr-1758	1093	22	]	]	PUNCT
cblr-1758	1093	23	can	can	AUX
cblr-1758	1093	24	be	be	AUX
cblr-1758	1093	25	realistically	realistically	ADV
cblr-1758	1093	26	conceived	conceive	VERB
cblr-1758	1093	27	,	,	PUNCT
cblr-1758	1093	28	”	"	PUNCT
cblr-1758	1093	29	it	it	PRON
cblr-1758	1093	30	is	be	AUX
cblr-1758	1093	31	appropriate	appropriate	ADJ
cblr-1758	1093	32	for	for	ADP
cblr-1758	1093	33	the	the	DET
cblr-1758	1093	34	time	time	NOUN
cblr-1758	1093	35	being	be	AUX
cblr-1758	1093	36	to	to	PART
cblr-1758	1093	37	focus	focus	VERB
cblr-1758	1093	38	“	"	PUNCT
cblr-1758	1093	39	on	on	ADP
cblr-1758	1093	40	the	the	DET
cblr-1758	1093	41	steps	step	NOUN
cblr-1758	1093	42	between	between	ADP
cblr-1758	1093	43	here	here	ADV
cblr-1758	1093	44	and	and	CCONJ
cblr-1758	1093	45	there	there	ADV
cblr-1758	1093	46	.	.	PUNCT
cblr-1758	1094	1	”291	”291	PROPN
cblr-1758	1094	2	the	the	DET
cblr-1758	1094	3	duo	duo	NOUN
cblr-1758	1094	4	make	make	VERB
cblr-1758	1094	5	a	a	DET
cblr-1758	1094	6	strong	strong	ADJ
cblr-1758	1094	7	case	case	NOUN
cblr-1758	1094	8	for	for	ADP
cblr-1758	1094	9	the	the	DET
cblr-1758	1094	10	belief	belief	NOUN
cblr-1758	1094	11	that	that	SCONJ
cblr-1758	1094	12	“	"	PUNCT
cblr-1758	1094	13	sensitivity	sensitivity	NOUN
cblr-1758	1094	14	to	to	ADP
cblr-1758	1094	15	some	some	DET
cblr-1758	1094	16	moral	moral	ADJ
cblr-1758	1094	17	considerations	consideration	NOUN
cblr-1758	1094	18	can	can	AUX
cblr-1758	1094	19	be	be	AUX
cblr-1758	1094	20	engineered	engineer	VERB
cblr-1758	1094	21	into	into	ADP
cblr-1758	1094	22	[	[	X
cblr-1758	1094	23	robots]”292	robots]”292	ADV
cblr-1758	1095	1	and	and	CCONJ
cblr-1758	1095	2	that	that	SCONJ
cblr-1758	1095	3	it	it	PRON
cblr-1758	1095	4	is	be	AUX
cblr-1758	1095	5	important	important	ADJ
cblr-1758	1095	6	to	to	PART
cblr-1758	1095	7	start	start	VERB
cblr-1758	1095	8	working	work	VERB
cblr-1758	1095	9	on	on	ADP
cblr-1758	1095	10	such	such	ADJ
cblr-1758	1095	11	efforts	effort	NOUN
cblr-1758	1095	12	now	now	ADV
cblr-1758	1095	13	so	so	SCONJ
cblr-1758	1095	14	that	that	SCONJ
cblr-1758	1095	15	advances	advance	VERB
cblr-1758	1095	16	in	in	ADP
cblr-1758	1095	17	creating	create	VERB
cblr-1758	1095	18	morality	morality	NOUN
cblr-1758	1095	19	in	in	ADP
cblr-1758	1095	20	artificial	artificial	ADJ
cblr-1758	1095	21	agents	agent	NOUN
cblr-1758	1095	22	can	can	AUX
cblr-1758	1095	23	keep	keep	VERB
cblr-1758	1095	24	pace	pace	NOUN
cblr-1758	1095	25	with	with	ADP
cblr-1758	1095	26	advances	advance	NOUN
cblr-1758	1095	27	in	in	ADP
cblr-1758	1095	28	the	the	DET
cblr-1758	1095	29	general	general	ADJ
cblr-1758	1095	30	intelligence	intelligence	NOUN
cblr-1758	1095	31	and	and	CCONJ
cblr-1758	1095	32	other	other	ADJ
cblr-1758	1095	33	capabilities	capability	NOUN
cblr-1758	1095	34	of	of	ADP
cblr-1758	1095	35	artificial	artificial	ADJ
cblr-1758	1095	36	agents	agent	NOUN
cblr-1758	1095	37	.	.	PUNCT
cblr-1758	1096	1	a	a	DET
cblr-1758	1096	2	top	top	ADJ
cblr-1758	1096	3	-	-	PUNCT
cblr-1758	1096	4	down	down	ADP
cblr-1758	1096	5	rules	rule	NOUN
cblr-1758	1096	6	-	-	PUNCT
cblr-1758	1096	7	based	base	VERB
cblr-1758	1096	8	approach	approach	NOUN
cblr-1758	1096	9	to	to	ADP
cblr-1758	1096	10	inputting	inputte	VERB
cblr-1758	1096	11	morality	morality	NOUN
cblr-1758	1096	12	into	into	ADP
cblr-1758	1096	13	derivatives	derivative	NOUN
cblr-1758	1096	14	market	market	NOUN
cblr-1758	1096	15	digital	digital	ADJ
cblr-1758	1096	16	intermediaries	intermediary	NOUN
cblr-1758	1096	17	would	would	AUX
cblr-1758	1096	18	involve	involve	VERB
cblr-1758	1096	19	directly	directly	ADV
cblr-1758	1096	20	programming	program	VERB
cblr-1758	1096	21	the	the	DET
cblr-1758	1096	22	prohibitions	prohibition	NOUN
cblr-1758	1096	23	contained	contain	VERB
cblr-1758	1096	24	in	in	ADP
cblr-1758	1096	25	specific	specific	ADJ
cblr-1758	1096	26	statutory	statutory	ADJ
cblr-1758	1096	27	and	and	CCONJ
cblr-1758	1096	28	regulatory	regulatory	ADJ
cblr-1758	1096	29	provisions	provision	NOUN
cblr-1758	1096	30	into	into	ADP
cblr-1758	1096	31	the	the	DET
cblr-1758	1096	32	digital	digital	ADJ
cblr-1758	1096	33	intermediary.293	intermediary.293	PROPN
cblr-1758	1096	34	for	for	ADP
cblr-1758	1096	35	example	example	NOUN
cblr-1758	1096	36	,	,	PUNCT
cblr-1758	1096	37	a	a	DET
cblr-1758	1096	38	digital	digital	ADJ
cblr-1758	1096	39	intermediary	intermediary	NOUN
cblr-1758	1096	40	would	would	AUX
cblr-1758	1096	41	be	be	AUX
cblr-1758	1096	42	programmed	program	VERB
cblr-1758	1096	43	to	to	PART
cblr-1758	1096	44	know	know	VERB
cblr-1758	1096	45	that	that	DET
cblr-1758	1096	46	wash	wash	NOUN
cblr-1758	1096	47	trading––which	trading––which	PROPN
cblr-1758	1096	48	involves	involve	VERB
cblr-1758	1096	49	trading	trading	NOUN
cblr-1758	1096	50	with	with	ADP
cblr-1758	1096	51	oneself	oneself	PRON
cblr-1758	1096	52	(	(	PUNCT
cblr-1758	1096	53	or	or	CCONJ
cblr-1758	1096	54	someone	someone	PRON
cblr-1758	1096	55	under	under	ADP
cblr-1758	1096	56	your	your	PRON
cblr-1758	1096	57	control)294––is	control)294––is	NOUN
cblr-1758	1096	58	illegal	illegal	ADJ
cblr-1758	1096	59	and	and	CCONJ
cblr-1758	1096	60	therefore	therefore	ADV
cblr-1758	1096	61	not	not	PART
cblr-1758	1096	62	permitted.295	permitted.295	VERB
cblr-1758	1096	63	a	a	DET
cblr-1758	1096	64	bottom	bottom	ADJ
cblr-1758	1096	65	-	-	PUNCT
cblr-1758	1096	66	up	up	NOUN
cblr-1758	1096	67	,	,	PUNCT
cblr-1758	1096	68	gradual	gradual	ADJ
cblr-1758	1096	69	approach	approach	NOUN
cblr-1758	1096	70	to	to	ADP
cblr-1758	1096	71	giving	give	VERB
cblr-1758	1096	72	digital	digital	ADJ
cblr-1758	1096	73	intermediaries	intermediary	NOUN
cblr-1758	1096	74	morality	morality	NOUN
cblr-1758	1096	75	likely	likely	ADV
cblr-1758	1096	76	would	would	AUX
cblr-1758	1096	77	involve	involve	VERB
cblr-1758	1096	78	exposing	expose	VERB
cblr-1758	1096	79	the	the	DET
cblr-1758	1096	80	digital	digital	ADJ
cblr-1758	1096	81	intermediary	intermediary	NOUN
cblr-1758	1096	82	to	to	ADP
cblr-1758	1096	83	specific	specific	ADJ
cblr-1758	1096	84	rules	rule	NOUN
cblr-1758	1096	85	and	and	CCONJ
cblr-1758	1096	86	prohibitions	prohibition	NOUN
cblr-1758	1096	87	over	over	ADP
cblr-1758	1096	88	time	time	NOUN
cblr-1758	1096	89	,	,	PUNCT
cblr-1758	1096	90	in	in	ADP
cblr-1758	1096	91	succession	succession	NOUN
cblr-1758	1096	92	,	,	PUNCT
cblr-1758	1096	93	to	to	PART
cblr-1758	1096	94	mimic	mimic	VERB
cblr-1758	1096	95	how	how	SCONJ
cblr-1758	1096	96	children	child	NOUN
cblr-1758	1096	97	learn.296	learn.296	VERB
cblr-1758	1096	98	more	more	ADJ
cblr-1758	1096	99	290	290	NUM
cblr-1758	1096	100	allen	allen	PROPN
cblr-1758	1096	101	&	&	CCONJ
cblr-1758	1096	102	wallach	wallach	PROPN
cblr-1758	1096	103	,	,	PUNCT
cblr-1758	1096	104	robot	robot	NOUN
cblr-1758	1096	105	ethics	ethic	NOUN
cblr-1758	1096	106	59	59	NUM
cblr-1758	1096	107	.	.	PUNCT
cblr-1758	1096	108	291	291	NUM
cblr-1758	1097	1	i	i	PRON
cblr-1758	1097	2	d.	d.	PROPN
cblr-1758	1097	3	at	at	ADP
cblr-1758	1097	4	62	62	NUM
cblr-1758	1097	5	.	.	PUNCT
cblr-1758	1098	1	292	292	NUM
cblr-1758	1098	2	i	i	PRON
cblr-1758	1098	3	d.	d.	PROPN
cblr-1758	1098	4	at	at	ADP
cblr-1758	1098	5	65	65	NUM
cblr-1758	1098	6	.	.	PUNCT
cblr-1758	1099	1	293	293	NUM
cblr-1758	1099	2	wallach	wallach	PROPN
cblr-1758	1099	3	&	&	CCONJ
cblr-1758	1099	4	allen	allen	PROPN
cblr-1758	1099	5	,	,	PUNCT
cblr-1758	1099	6	moral	moral	ADJ
cblr-1758	1099	7	machines	machine	NOUN
cblr-1758	1099	8	,	,	PUNCT
cblr-1758	1099	9	at	at	ADP
cblr-1758	1099	10	79–80	79–80	PROPN
cblr-1758	1099	11	,	,	PUNCT
cblr-1758	1099	12	83–97	83–97	NUM
cblr-1758	1099	13	.	.	PUNCT
cblr-1758	1100	1	“	"	PUNCT
cblr-1758	1100	2	in	in	ADP
cblr-1758	1100	3	the	the	DET
cblr-1758	1100	4	most	most	ADV
cblr-1758	1100	5	general	general	ADJ
cblr-1758	1100	6	sense	sense	NOUN
cblr-1758	1100	7	,	,	PUNCT
cblr-1758	1100	8	the	the	DET
cblr-1758	1100	9	top	top	ADJ
cblr-1758	1100	10	-	-	PUNCT
cblr-1758	1100	11	down	down	ADP
cblr-1758	1100	12	approach	approach	NOUN
cblr-1758	1100	13	to	to	ADP
cblr-1758	1100	14	artificial	artificial	ADJ
cblr-1758	1100	15	morality	morality	NOUN
cblr-1758	1100	16	is	be	AUX
cblr-1758	1100	17	about	about	ADP
cblr-1758	1100	18	having	have	VERB
cblr-1758	1100	19	a	a	DET
cblr-1758	1100	20	set	set	NOUN
cblr-1758	1100	21	of	of	ADP
cblr-1758	1100	22	rules	rule	NOUN
cblr-1758	1100	23	that	that	PRON
cblr-1758	1100	24	can	can	AUX
cblr-1758	1100	25	be	be	AUX
cblr-1758	1100	26	turned	turn	VERB
cblr-1758	1100	27	into	into	ADP
cblr-1758	1100	28	an	an	DET
cblr-1758	1100	29	algorithm	algorithm	NOUN
cblr-1758	1100	30	.	.	PUNCT
cblr-1758	1100	31	”	"	PUNCT
cblr-1758	1101	1	i	i	PRON
cblr-1758	1101	2	d.	d.	VERB
cblr-1758	1101	3	at	at	ADP
cblr-1758	1101	4	84	84	NUM
cblr-1758	1101	5	.	.	PUNCT
cblr-1758	1102	1	294	294	NUM
cblr-1758	1102	2	see	see	VERB
cblr-1758	1102	3	charles	charles	PROPN
cblr-1758	1102	4	r.p	r.p	PROPN
cblr-1758	1102	5	.	.	PROPN
cblr-1758	1102	6	pouncy	pouncy	PROPN
cblr-1758	1102	7	,	,	PUNCT
cblr-1758	1102	8	the	the	DET
cblr-1758	1102	9	scienter	scienter	NOUN
cblr-1758	1102	10	requirement	requirement	NOUN
cblr-1758	1102	11	and	and	CCONJ
cblr-1758	1102	12	wash	wash	VERB
cblr-1758	1102	13	trading	trading	NOUN
cblr-1758	1102	14	in	in	ADP
cblr-1758	1102	15	commodity	commodity	NOUN
cblr-1758	1102	16	futures	future	NOUN
cblr-1758	1102	17	:	:	PUNCT
cblr-1758	1102	18	the	the	DET
cblr-1758	1102	19	knowledge	knowledge	NOUN
cblr-1758	1102	20	lost	lose	VERB
cblr-1758	1102	21	in	in	ADP
cblr-1758	1102	22	knowing	know	VERB
cblr-1758	1102	23	,	,	PUNCT
cblr-1758	1102	24	16	16	NUM
cblr-1758	1102	25	cardozo	cardozo	PROPN
cblr-1758	1102	26	l.	l.	PROPN
cblr-1758	1102	27	rev	rev	PROPN
cblr-1758	1102	28	.	.	PROPN
cblr-1758	1102	29	1625	1625	NUM
cblr-1758	1102	30	,	,	PUNCT
cblr-1758	1102	31	1635–36	1635–36	NUM
cblr-1758	1102	32	(	(	PUNCT
cblr-1758	1102	33	1995	1995	NUM
cblr-1758	1102	34	)	)	PUNCT
cblr-1758	1102	35	.	.	PUNCT
cblr-1758	1103	1	295	295	NUM
cblr-1758	1103	2	wallach	wallach	PROPN
cblr-1758	1103	3	&	&	CCONJ
cblr-1758	1103	4	allen	allen	PROPN
cblr-1758	1103	5	,	,	PUNCT
cblr-1758	1103	6	moral	moral	ADJ
cblr-1758	1103	7	machines	machine	NOUN
cblr-1758	1103	8	at	at	ADP
cblr-1758	1103	9	79–80	79–80	PROPN
cblr-1758	1103	10	(	(	PUNCT
cblr-1758	1103	11	stating	state	VERB
cblr-1758	1103	12	that	that	SCONJ
cblr-1758	1103	13	a	a	DET
cblr-1758	1103	14	topdown	topdown	ADJ
cblr-1758	1103	15	approach	approach	NOUN
cblr-1758	1103	16	“	"	PUNCT
cblr-1758	1103	17	is	be	AUX
cblr-1758	1103	18	any	any	DET
cblr-1758	1103	19	approach	approach	NOUN
cblr-1758	1103	20	that	that	PRON
cblr-1758	1103	21	takes	take	VERB
cblr-1758	1103	22	a	a	DET
cblr-1758	1103	23	specified	specified	ADJ
cblr-1758	1103	24	ethical	ethical	ADJ
cblr-1758	1103	25	theory	theory	NOUN
cblr-1758	1103	26	and	and	CCONJ
cblr-1758	1103	27	analyzes	analyze	VERB
cblr-1758	1103	28	its	its	PRON
cblr-1758	1103	29	computational	computational	ADJ
cblr-1758	1103	30	requirements	requirement	NOUN
cblr-1758	1103	31	to	to	PART
cblr-1758	1103	32	guide	guide	VERB
cblr-1758	1103	33	the	the	DET
cblr-1758	1103	34	design	design	NOUN
cblr-1758	1103	35	of	of	ADP
cblr-1758	1103	36	algorithms	algorithm	NOUN
cblr-1758	1103	37	and	and	CCONJ
cblr-1758	1103	38	subsystems	subsystem	NOUN
cblr-1758	1103	39	capable	capable	ADJ
cblr-1758	1103	40	of	of	ADP
cblr-1758	1103	41	implementing	implement	VERB
cblr-1758	1103	42	that	that	DET
cblr-1758	1103	43	theory	theory	NOUN
cblr-1758	1103	44	.	.	PUNCT
cblr-1758	1103	45	”	"	PUNCT
cblr-1758	1103	46	)	)	PUNCT
cblr-1758	1103	47	.	.	PUNCT
cblr-1758	1104	1	296	296	NUM
cblr-1758	1104	2	wallach	wallach	PROPN
cblr-1758	1104	3	&	&	CCONJ
cblr-1758	1104	4	allen	allen	PROPN
cblr-1758	1104	5	,	,	PUNCT
cblr-1758	1104	6	moral	moral	ADJ
cblr-1758	1104	7	machines	machine	NOUN
cblr-1758	1104	8	at	at	ADP
cblr-1758	1104	9	80	80	NUM
cblr-1758	1104	10	(	(	PUNCT
cblr-1758	1104	11	“	"	PUNCT
cblr-1758	1104	12	in	in	ADP
cblr-1758	1104	13	bottom	bottom	ADJ
cblr-1758	1104	14	-	-	PUNCT
cblr-1758	1104	15	up	up	ADP
cblr-1758	1104	16	approaches	approach	NOUN
cblr-1758	1104	17	to	to	ADP
cblr-1758	1104	18	machine	machine	NOUN
cblr-1758	1104	19	morality	morality	NOUN
cblr-1758	1104	20	,	,	PUNCT
cblr-1758	1104	21	the	the	DET
cblr-1758	1104	22	emphasis	emphasis	NOUN
cblr-1758	1104	23	is	be	AUX
cblr-1758	1104	24	placed	place	VERB
cblr-1758	1104	25	on	on	ADP
cblr-1758	1104	26	creating	create	VERB
cblr-1758	1104	27	an	an	DET
cblr-1758	1104	28	environment	environment	NOUN
cblr-1758	1104	29	where	where	SCONJ
cblr-1758	1104	30	an	an	DET
cblr-1758	1104	31	agent	agent	NOUN
cblr-1758	1104	32	explores	explore	VERB
cblr-1758	1104	33	courses	course	NOUN
cblr-1758	1104	34	of	of	ADP
cblr-1758	1104	35	action	action	NOUN
cblr-1758	1104	36	and	and	CCONJ
cblr-1758	1104	37	learns	learn	VERB
cblr-1758	1104	38	and	and	CCONJ
cblr-1758	1104	39	is	be	AUX
cblr-1758	1104	40	scopino	scopino	ADJ
cblr-1758	1104	41	–	–	PUNCT
cblr-1758	1104	42	final	final	ADJ
cblr-1758	1104	43	no	no	NOUN
cblr-1758	1104	44	.	.	PUNCT
cblr-1758	1105	1	2:439	2:439	NUM
cblr-1758	1105	2	]	]	X
cblr-1758	1105	3	the	the	DET
cblr-1758	1105	4	second	second	ADJ
cblr-1758	1105	5	machine	machine	NOUN
cblr-1758	1105	6	age	age	NOUN
cblr-1758	1105	7	511	511	NUM
cblr-1758	1105	8	specifically	specifically	ADV
cblr-1758	1105	9	,	,	PUNCT
cblr-1758	1105	10	“	"	PUNCT
cblr-1758	1105	11	[	[	X
cblr-1758	1105	12	u]nlike	u]nlike	ADJ
cblr-1758	1105	13	top	top	ADJ
cblr-1758	1105	14	-	-	PUNCT
cblr-1758	1105	15	down	down	ADP
cblr-1758	1105	16	ethical	ethical	ADJ
cblr-1758	1105	17	theories	theory	NOUN
cblr-1758	1105	18	,	,	PUNCT
cblr-1758	1105	19	which	which	PRON
cblr-1758	1105	20	define	define	VERB
cblr-1758	1105	21	what	what	PRON
cblr-1758	1105	22	is	be	AUX
cblr-1758	1105	23	and	and	CCONJ
cblr-1758	1105	24	is	be	AUX
cblr-1758	1105	25	not	not	PART
cblr-1758	1105	26	moral	moral	ADJ
cblr-1758	1105	27	,	,	PUNCT
cblr-1758	1105	28	in	in	ADP
cblr-1758	1105	29	bottom	bottom	ADJ
cblr-1758	1105	30	-	-	PUNCT
cblr-1758	1105	31	up	up	NOUN
cblr-1758	1105	32	approaches	approach	NOUN
cblr-1758	1105	33	any	any	DET
cblr-1758	1105	34	ethical	ethical	ADJ
cblr-1758	1105	35	principles	principle	NOUN
cblr-1758	1105	36	must	must	AUX
cblr-1758	1105	37	be	be	AUX
cblr-1758	1105	38	discovered	discover	VERB
cblr-1758	1105	39	or	or	CCONJ
cblr-1758	1105	40	constructed	construct	VERB
cblr-1758	1105	41	.	.	PUNCT
cblr-1758	1106	1	”297	”297	PROPN
cblr-1758	1106	2	for	for	ADP
cblr-1758	1106	3	example	example	NOUN
cblr-1758	1106	4	,	,	PUNCT
cblr-1758	1106	5	a	a	DET
cblr-1758	1106	6	bottom	bottom	ADJ
cblr-1758	1106	7	-	-	PUNCT
cblr-1758	1106	8	up	up	ADP
cblr-1758	1106	9	approach	approach	NOUN
cblr-1758	1106	10	could	could	AUX
cblr-1758	1106	11	employ	employ	VERB
cblr-1758	1106	12	“	"	PUNCT
cblr-1758	1106	13	the	the	DET
cblr-1758	1106	14	logic	logic	NOUN
cblr-1758	1106	15	of	of	ADP
cblr-1758	1106	16	game	game	NOUN
cblr-1758	1106	17	theory	theory	NOUN
cblr-1758	1106	18	”	"	PUNCT
cblr-1758	1106	19	by	by	ADP
cblr-1758	1106	20	placing	place	VERB
cblr-1758	1106	21	artificial	artificial	ADJ
cblr-1758	1106	22	agents	agent	NOUN
cblr-1758	1106	23	in	in	ADP
cblr-1758	1106	24	virtual	virtual	ADJ
cblr-1758	1106	25	environments	environment	NOUN
cblr-1758	1106	26	together	together	ADV
cblr-1758	1106	27	and	and	CCONJ
cblr-1758	1106	28	running	run	VERB
cblr-1758	1106	29	them	they	PRON
cblr-1758	1106	30	through	through	ADP
cblr-1758	1106	31	challenging	challenging	ADJ
cblr-1758	1106	32	situations	situation	NOUN
cblr-1758	1106	33	that	that	PRON
cblr-1758	1106	34	help	help	VERB
cblr-1758	1106	35	teach	teach	VERB
cblr-1758	1106	36	the	the	DET
cblr-1758	1106	37	artificial	artificial	ADJ
cblr-1758	1106	38	agents	agent	NOUN
cblr-1758	1106	39	ethics	ethic	NOUN
cblr-1758	1106	40	and	and	CCONJ
cblr-1758	1106	41	morality.298	morality.298	NOUN
cblr-1758	1106	42	lastly	lastly	ADV
cblr-1758	1106	43	,	,	PUNCT
cblr-1758	1106	44	a	a	DET
cblr-1758	1106	45	virtue	virtue	NOUN
cblr-1758	1106	46	-	-	PUNCT
cblr-1758	1106	47	based	base	VERB
cblr-1758	1106	48	approach	approach	NOUN
cblr-1758	1106	49	would	would	AUX
cblr-1758	1106	50	combine	combine	VERB
cblr-1758	1106	51	elements	element	NOUN
cblr-1758	1106	52	of	of	ADP
cblr-1758	1106	53	both	both	CCONJ
cblr-1758	1106	54	the	the	DET
cblr-1758	1106	55	top	top	ADJ
cblr-1758	1106	56	-	-	PUNCT
cblr-1758	1106	57	down	down	NOUN
cblr-1758	1106	58	and	and	CCONJ
cblr-1758	1106	59	bottom	bottom	ADJ
cblr-1758	1106	60	-	-	PUNCT
cblr-1758	1106	61	up	up	ADP
cblr-1758	1106	62	approaches	approach	NOUN
cblr-1758	1106	63	by	by	ADP
cblr-1758	1106	64	,	,	PUNCT
cblr-1758	1106	65	for	for	ADP
cblr-1758	1106	66	example	example	NOUN
cblr-1758	1106	67	,	,	PUNCT
cblr-1758	1106	68	explicitly	explicitly	ADV
cblr-1758	1106	69	programming	program	VERB
cblr-1758	1106	70	a	a	DET
cblr-1758	1106	71	digital	digital	ADJ
cblr-1758	1106	72	intermediary	intermediary	NOUN
cblr-1758	1106	73	to	to	PART
cblr-1758	1106	74	understand	understand	VERB
cblr-1758	1106	75	that	that	SCONJ
cblr-1758	1106	76	futures	future	NOUN
cblr-1758	1106	77	trades	trade	NOUN
cblr-1758	1106	78	must	must	AUX
cblr-1758	1106	79	be	be	AUX
cblr-1758	1106	80	executed	execute	VERB
cblr-1758	1106	81	competitively	competitively	ADV
cblr-1758	1106	82	on	on	ADP
cblr-1758	1106	83	exchanges.299	exchanges.299	NOUN
cblr-1758	1106	84	from	from	ADP
cblr-1758	1106	85	that	that	DET
cblr-1758	1106	86	general	general	ADJ
cblr-1758	1106	87	principle	principle	NOUN
cblr-1758	1106	88	,	,	PUNCT
cblr-1758	1106	89	a	a	DET
cblr-1758	1106	90	digital	digital	ADJ
cblr-1758	1106	91	intermediary	intermediary	NOUN
cblr-1758	1106	92	could	could	AUX
cblr-1758	1106	93	infer	infer	VERB
cblr-1758	1106	94	other	other	ADJ
cblr-1758	1106	95	prohibitions	prohibition	NOUN
cblr-1758	1106	96	,	,	PUNCT
cblr-1758	1106	97	such	such	ADJ
cblr-1758	1106	98	as	as	ADP
cblr-1758	1106	99	the	the	DET
cblr-1758	1106	100	fact	fact	NOUN
cblr-1758	1106	101	that	that	SCONJ
cblr-1758	1106	102	the	the	DET
cblr-1758	1106	103	competitive	competitive	ADJ
cblr-1758	1106	104	execution	execution	NOUN
cblr-1758	1106	105	mandate	mandate	NOUN
cblr-1758	1106	106	would	would	AUX
cblr-1758	1106	107	prohibit	prohibit	VERB
cblr-1758	1106	108	non	non	ADJ
cblr-1758	1106	109	-	-	ADJ
cblr-1758	1106	110	competitive	competitive	ADJ
cblr-1758	1106	111	,	,	PUNCT
cblr-1758	1106	112	prearranged	prearranged	ADJ
cblr-1758	1106	113	trades	trade	NOUN
cblr-1758	1106	114	.	.	PUNCT
cblr-1758	1107	1	from	from	ADP
cblr-1758	1107	2	there	there	ADV
cblr-1758	1107	3	,	,	PUNCT
cblr-1758	1107	4	a	a	DET
cblr-1758	1107	5	digital	digital	ADJ
cblr-1758	1107	6	intermediary	intermediary	NOUN
cblr-1758	1107	7	could	could	AUX
cblr-1758	1107	8	later	later	ADV
cblr-1758	1107	9	reason	reason	VERB
cblr-1758	1107	10	that	that	SCONJ
cblr-1758	1107	11	trading	trading	NOUN
cblr-1758	1107	12	futures	future	NOUN
cblr-1758	1107	13	contracts	contract	NOUN
cblr-1758	1107	14	at	at	ADP
cblr-1758	1107	15	pre	pre	ADJ
cblr-1758	1107	16	-	-	ADJ
cblr-1758	1107	17	determined	determined	ADJ
cblr-1758	1107	18	prices	price	NOUN
cblr-1758	1107	19	with	with	ADP
cblr-1758	1107	20	oneself	oneself	PRON
cblr-1758	1107	21	or	or	CCONJ
cblr-1758	1107	22	with	with	ADP
cblr-1758	1107	23	one	one	NUM
cblr-1758	1107	24	’s	’s	PART
cblr-1758	1107	25	agent	agent	NOUN
cblr-1758	1107	26	is	be	AUX
cblr-1758	1107	27	a	a	DET
cblr-1758	1107	28	form	form	NOUN
cblr-1758	1107	29	of	of	ADP
cblr-1758	1107	30	non	non	ADJ
cblr-1758	1107	31	-	-	ADJ
cblr-1758	1107	32	competitive	competitive	ADJ
cblr-1758	1107	33	,	,	PUNCT
cblr-1758	1107	34	prearranged	prearranged	ADJ
cblr-1758	1107	35	trading	trading	NOUN
cblr-1758	1107	36	and	and	CCONJ
cblr-1758	1107	37	therefore	therefore	ADV
cblr-1758	1107	38	is	be	AUX
cblr-1758	1107	39	prohibited	prohibit	VERB
cblr-1758	1107	40	.	.	PUNCT
cblr-1758	1108	1	it	it	PRON
cblr-1758	1108	2	is	be	AUX
cblr-1758	1108	3	difficult	difficult	ADJ
cblr-1758	1108	4	to	to	PART
cblr-1758	1108	5	determine	determine	VERB
cblr-1758	1108	6	which	which	PRON
cblr-1758	1108	7	of	of	ADP
cblr-1758	1108	8	the	the	DET
cblr-1758	1108	9	three	three	NUM
cblr-1758	1108	10	approaches	approach	NOUN
cblr-1758	1108	11	discussed	discuss	VERB
cblr-1758	1108	12	by	by	ADP
cblr-1758	1108	13	allen	allen	PROPN
cblr-1758	1108	14	and	and	CCONJ
cblr-1758	1108	15	wallach	wallach	PROPN
cblr-1758	1108	16	is	be	AUX
cblr-1758	1108	17	best	well	ADV
cblr-1758	1108	18	suited	suit	VERB
cblr-1758	1108	19	for	for	ADP
cblr-1758	1108	20	digital	digital	ADJ
cblr-1758	1108	21	intermediaries	intermediary	NOUN
cblr-1758	1108	22	in	in	ADP
cblr-1758	1108	23	the	the	DET
cblr-1758	1108	24	futures	future	NOUN
cblr-1758	1108	25	markets.300	markets.300	NOUN
cblr-1758	1108	26	there	there	PRON
cblr-1758	1108	27	can	can	AUX
cblr-1758	1108	28	be	be	AUX
cblr-1758	1108	29	no	no	ADV
cblr-1758	1108	30	doubt	doubt	NOUN
cblr-1758	1108	31	,	,	PUNCT
cblr-1758	1108	32	however	however	ADV
cblr-1758	1108	33	,	,	PUNCT
cblr-1758	1108	34	that	that	SCONJ
cblr-1758	1108	35	the	the	DET
cblr-1758	1108	36	actions	action	NOUN
cblr-1758	1108	37	of	of	ADP
cblr-1758	1108	38	digital	digital	ADJ
cblr-1758	1108	39	intermediaries	intermediary	NOUN
cblr-1758	1108	40	will	will	AUX
cblr-1758	1108	41	inevitably	inevitably	ADV
cblr-1758	1108	42	raise	raise	VERB
cblr-1758	1108	43	ethical	ethical	ADJ
cblr-1758	1108	44	and	and	CCONJ
cblr-1758	1108	45	moral	moral	ADJ
cblr-1758	1108	46	issues	issue	NOUN
cblr-1758	1108	47	,	,	PUNCT
cblr-1758	1108	48	such	such	ADJ
cblr-1758	1108	49	as	as	ADP
cblr-1758	1108	50	whether	whether	SCONJ
cblr-1758	1108	51	particular	particular	ADJ
cblr-1758	1108	52	investment	investment	NOUN
cblr-1758	1108	53	decisions	decision	NOUN
cblr-1758	1108	54	are	be	AUX
cblr-1758	1108	55	suitable	suitable	ADJ
cblr-1758	1108	56	for	for	ADP
cblr-1758	1108	57	particular	particular	ADJ
cblr-1758	1108	58	types	type	NOUN
cblr-1758	1108	59	of	of	ADP
cblr-1758	1108	60	customers	customer	NOUN
cblr-1758	1108	61	(	(	PUNCT
cblr-1758	1108	62	e.g.	e.g.	ADV
cblr-1758	1108	63	,	,	PUNCT
cblr-1758	1108	64	investing	invest	VERB
cblr-1758	1108	65	the	the	DET
cblr-1758	1108	66	majority	majority	NOUN
cblr-1758	1108	67	of	of	ADP
cblr-1758	1108	68	a	a	DET
cblr-1758	1108	69	retired	retired	ADJ
cblr-1758	1108	70	senior	senior	ADJ
cblr-1758	1108	71	citizen	citizen	NOUN
cblr-1758	1108	72	’s	’s	PART
cblr-1758	1108	73	life	life	NOUN
cblr-1758	1108	74	savings	saving	NOUN
cblr-1758	1108	75	in	in	ADP
cblr-1758	1108	76	risky	risky	ADJ
cblr-1758	1108	77	natural	natural	ADJ
cblr-1758	1108	78	gas	gas	NOUN
cblr-1758	1108	79	rewarded	reward	VERB
cblr-1758	1108	80	for	for	ADP
cblr-1758	1108	81	behavior	behavior	NOUN
cblr-1758	1108	82	that	that	PRON
cblr-1758	1108	83	is	be	AUX
cblr-1758	1108	84	morally	morally	ADV
cblr-1758	1108	85	praiseworthy	praiseworthy	ADJ
cblr-1758	1108	86	.	.	PUNCT
cblr-1758	1108	87	”	"	PUNCT
cblr-1758	1108	88	)	)	PUNCT
cblr-1758	1108	89	.	.	PUNCT
cblr-1758	1109	1	see	see	VERB
cblr-1758	1109	2	also	also	ADV
cblr-1758	1109	3	i	i	PROPN
cblr-1758	1109	4	d.	d.	PROPN
cblr-1758	1109	5	at	at	ADP
cblr-1758	1109	6	99	99	NUM
cblr-1758	1109	7	–	–	PUNCT
cblr-1758	1109	8	115	115	NUM
cblr-1758	1109	9	.	.	X
cblr-1758	1109	10	297	297	NUM
cblr-1758	1110	1	i	i	PRON
cblr-1758	1110	2	d.	d.	PROPN
cblr-1758	1110	3	at	at	ADP
cblr-1758	1110	4	80	80	NUM
cblr-1758	1110	5	.	.	PUNCT
cblr-1758	1111	1	298	298	NUM
cblr-1758	1112	1	i	i	PRON
cblr-1758	1112	2	d.	d.	PROPN
cblr-1758	1112	3	at	at	ADP
cblr-1758	1112	4	101–05	101–05	PROPN
cblr-1758	1112	5	.	.	PUNCT
cblr-1758	1113	1	generally	generally	ADV
cblr-1758	1113	2	,	,	PUNCT
cblr-1758	1113	3	bottom	bottom	ADJ
cblr-1758	1113	4	-	-	PUNCT
cblr-1758	1113	5	up	up	ADP
cblr-1758	1113	6	approaches	approach	NOUN
cblr-1758	1113	7	involve	involve	VERB
cblr-1758	1113	8	having	have	VERB
cblr-1758	1113	9	artificial	artificial	ADJ
cblr-1758	1113	10	agents	agent	NOUN
cblr-1758	1113	11	develop	develop	VERB
cblr-1758	1113	12	morality	morality	NOUN
cblr-1758	1113	13	in	in	ADP
cblr-1758	1113	14	stages	stage	NOUN
cblr-1758	1113	15	,	,	PUNCT
cblr-1758	1113	16	in	in	ADP
cblr-1758	1113	17	the	the	DET
cblr-1758	1113	18	same	same	ADJ
cblr-1758	1113	19	way	way	NOUN
cblr-1758	1113	20	that	that	PRON
cblr-1758	1113	21	children	child	NOUN
cblr-1758	1113	22	do	do	VERB
cblr-1758	1113	23	as	as	SCONJ
cblr-1758	1113	24	they	they	PRON
cblr-1758	1113	25	grow	grow	VERB
cblr-1758	1113	26	.	.	PUNCT
cblr-1758	1114	1	see	see	VERB
cblr-1758	1114	2	i	i	PRON
cblr-1758	1114	3	d.	d.	PROPN
cblr-1758	1114	4	at	at	ADP
cblr-1758	1114	5	108–09	108–09	NUM
cblr-1758	1114	6	.	.	PUNCT
cblr-1758	1115	1	299	299	NUM
cblr-1758	1115	2	see	see	VERB
cblr-1758	1115	3	i	i	PRON
cblr-1758	1115	4	d.	d.	PROPN
cblr-1758	1115	5	at	at	ADP
cblr-1758	1115	6	117–24	117–24	NUM
cblr-1758	1115	7	.	.	PUNCT
cblr-1758	1116	1	300	300	NUM
cblr-1758	1116	2	indeed	indeed	ADV
cblr-1758	1116	3	,	,	PUNCT
cblr-1758	1116	4	wallach	wallach	PROPN
cblr-1758	1116	5	and	and	CCONJ
cblr-1758	1116	6	allen	allen	PROPN
cblr-1758	1116	7	admit	admit	VERB
cblr-1758	1116	8	that	that	SCONJ
cblr-1758	1116	9	each	each	DET
cblr-1758	1116	10	approach	approach	NOUN
cblr-1758	1116	11	has	have	VERB
cblr-1758	1116	12	its	its	PRON
cblr-1758	1116	13	drawbacks	drawback	NOUN
cblr-1758	1116	14	.	.	PUNCT
cblr-1758	1117	1	see	see	VERB
cblr-1758	1117	2	wallach	wallach	PROPN
cblr-1758	1117	3	&	&	CCONJ
cblr-1758	1117	4	allen	allen	PROPN
cblr-1758	1117	5	,	,	PUNCT
cblr-1758	1117	6	moral	moral	ADJ
cblr-1758	1117	7	machines	machine	NOUN
cblr-1758	1117	8	at	at	ADP
cblr-1758	1117	9	97	97	NUM
cblr-1758	1117	10	,	,	PUNCT
cblr-1758	1117	11	114	114	NUM
cblr-1758	1117	12	,	,	PUNCT
cblr-1758	1117	13	123	123	NUM
cblr-1758	1117	14	.	.	PUNCT
cblr-1758	1118	1	as	as	ADP
cblr-1758	1118	2	such	such	ADJ
cblr-1758	1118	3	,	,	PUNCT
cblr-1758	1118	4	a	a	DET
cblr-1758	1118	5	hybrid	hybrid	ADJ
cblr-1758	1118	6	approach	approach	NOUN
cblr-1758	1118	7	that	that	SCONJ
cblr-1758	1118	8	combined	combine	VERB
cblr-1758	1118	9	elements	element	NOUN
cblr-1758	1118	10	of	of	ADP
cblr-1758	1118	11	all	all	DET
cblr-1758	1118	12	three	three	NUM
cblr-1758	1118	13	might	might	AUX
cblr-1758	1118	14	work	work	VERB
cblr-1758	1118	15	best	well	ADV
cblr-1758	1118	16	.	.	PUNCT
cblr-1758	1119	1	i	i	PRON
cblr-1758	1119	2	d.	d.	PROPN
cblr-1758	1119	3	at	at	ADP
cblr-1758	1119	4	124	124	NUM
cblr-1758	1119	5	.	.	PUNCT
cblr-1758	1120	1	scopino	scopino	ADJ
cblr-1758	1120	2	–	–	PUNCT
cblr-1758	1120	3	final	final	ADJ
cblr-1758	1120	4	512	512	NUM
cblr-1758	1120	5	columbia	columbia	PROPN
cblr-1758	1120	6	business	business	NOUN
cblr-1758	1120	7	law	law	PROPN
cblr-1758	1120	8	review	review	NOUN
cblr-1758	1121	1	[	[	X
cblr-1758	1121	2	vol	vol	NOUN
cblr-1758	1121	3	.	.	NOUN
cblr-1758	1121	4	2015	2015	NUM
cblr-1758	1121	5	futures	future	NOUN
cblr-1758	1121	6	)	)	PUNCT
cblr-1758	1121	7	or	or	CCONJ
cblr-1758	1121	8	whether	whether	SCONJ
cblr-1758	1121	9	particular	particular	ADJ
cblr-1758	1121	10	email	email	NOUN
cblr-1758	1121	11	solicitations	solicitation	NOUN
cblr-1758	1121	12	for	for	ADP
cblr-1758	1121	13	trading	trading	NOUN
cblr-1758	1121	14	in	in	ADP
cblr-1758	1121	15	derivatives	derivative	NOUN
cblr-1758	1121	16	independently	independently	ADV
cblr-1758	1121	17	written	write	VERB
cblr-1758	1121	18	by	by	ADP
cblr-1758	1121	19	digital	digital	ADJ
cblr-1758	1121	20	intermediaries	intermediary	NOUN
cblr-1758	1121	21	(	(	PUNCT
cblr-1758	1121	22	e.g.	e.g.	ADV
cblr-1758	1121	23	,	,	PUNCT
cblr-1758	1121	24	much	much	ADJ
cblr-1758	1121	25	like	like	ADP
cblr-1758	1121	26	software	software	NOUN
cblr-1758	1121	27	programs	program	NOUN
cblr-1758	1121	28	that	that	PRON
cblr-1758	1121	29	write	write	VERB
cblr-1758	1121	30	news	news	NOUN
cblr-1758	1121	31	articles)301	articles)301	PRON
cblr-1758	1121	32	overly	overly	ADV
cblr-1758	1121	33	downplay	downplay	VERB
cblr-1758	1121	34	the	the	DET
cblr-1758	1121	35	risk	risk	NOUN
cblr-1758	1121	36	of	of	ADP
cblr-1758	1121	37	loss	loss	NOUN
cblr-1758	1121	38	while	while	SCONJ
cblr-1758	1121	39	making	make	VERB
cblr-1758	1121	40	glowing	glow	VERB
cblr-1758	1121	41	statements	statement	NOUN
cblr-1758	1121	42	about	about	ADP
cblr-1758	1121	43	the	the	DET
cblr-1758	1121	44	prospect	prospect	NOUN
cblr-1758	1121	45	of	of	ADP
cblr-1758	1121	46	profits	profit	NOUN
cblr-1758	1121	47	.	.	PUNCT
cblr-1758	1122	1	accordingly	accordingly	ADV
cblr-1758	1122	2	,	,	PUNCT
cblr-1758	1122	3	the	the	DET
cblr-1758	1122	4	cftc	cftc	PROPN
cblr-1758	1122	5	should	should	AUX
cblr-1758	1122	6	engage	engage	VERB
cblr-1758	1122	7	the	the	DET
cblr-1758	1122	8	nfa	nfa	PROPN
cblr-1758	1122	9	,	,	PUNCT
cblr-1758	1122	10	the	the	DET
cblr-1758	1122	11	futures	future	NOUN
cblr-1758	1122	12	exchanges	exchange	NOUN
cblr-1758	1122	13	,	,	PUNCT
cblr-1758	1122	14	and	and	CCONJ
cblr-1758	1122	15	other	other	ADJ
cblr-1758	1122	16	market	market	NOUN
cblr-1758	1122	17	participants	participant	NOUN
cblr-1758	1122	18	in	in	ADP
cblr-1758	1122	19	a	a	DET
cblr-1758	1122	20	discussion	discussion	NOUN
cblr-1758	1122	21	about	about	ADP
cblr-1758	1122	22	how	how	SCONJ
cblr-1758	1122	23	to	to	PART
cblr-1758	1122	24	chart	chart	VERB
cblr-1758	1122	25	a	a	DET
cblr-1758	1122	26	path	path	NOUN
cblr-1758	1122	27	into	into	ADP
cblr-1758	1122	28	the	the	DET
cblr-1758	1122	29	future	future	NOUN
cblr-1758	1122	30	in	in	ADP
cblr-1758	1122	31	which	which	PRON
cblr-1758	1122	32	automated	automate	VERB
cblr-1758	1122	33	markets	market	NOUN
cblr-1758	1122	34	remain	remain	VERB
cblr-1758	1122	35	fair	fair	ADJ
cblr-1758	1122	36	and	and	CCONJ
cblr-1758	1122	37	trustworthy	trustworthy	ADJ
cblr-1758	1122	38	markets	market	NOUN
cblr-1758	1122	39	.	.	PUNCT
cblr-1758	1123	1	the	the	DET
cblr-1758	1123	2	goal	goal	NOUN
cblr-1758	1123	3	is	be	AUX
cblr-1758	1123	4	to	to	PART
cblr-1758	1123	5	develop	develop	VERB
cblr-1758	1123	6	industry	industry	NOUN
cblr-1758	1123	7	-	-	PUNCT
cblr-1758	1123	8	wide	wide	ADJ
cblr-1758	1123	9	best	good	ADJ
cblr-1758	1123	10	practices	practice	NOUN
cblr-1758	1123	11	for	for	ADP
cblr-1758	1123	12	placing	place	VERB
cblr-1758	1123	13	ethical	ethical	ADJ
cblr-1758	1123	14	and	and	CCONJ
cblr-1758	1123	15	legal	legal	ADJ
cblr-1758	1123	16	standards––that	standards––that	PROPN
cblr-1758	1123	17	is	be	AUX
cblr-1758	1123	18	,	,	PUNCT
cblr-1758	1123	19	functional	functional	ADJ
cblr-1758	1123	20	morality––into	morality––into	ADP
cblr-1758	1123	21	the	the	DET
cblr-1758	1123	22	electronic	electronic	ADJ
cblr-1758	1123	23	minds	mind	NOUN
cblr-1758	1123	24	of	of	ADP
cblr-1758	1123	25	automated	automate	VERB
cblr-1758	1123	26	systems	system	NOUN
cblr-1758	1123	27	that	that	PRON
cblr-1758	1123	28	operate	operate	VERB
cblr-1758	1123	29	in	in	ADP
cblr-1758	1123	30	the	the	DET
cblr-1758	1123	31	derivatives	derivative	NOUN
cblr-1758	1123	32	markets	market	NOUN
cblr-1758	1123	33	.	.	PUNCT
cblr-1758	1124	1	for	for	ADP
cblr-1758	1124	2	example	example	NOUN
cblr-1758	1124	3	,	,	PUNCT
cblr-1758	1124	4	industry	industry	NOUN
cblr-1758	1124	5	members	member	NOUN
cblr-1758	1124	6	could	could	AUX
cblr-1758	1124	7	help	help	VERB
cblr-1758	1124	8	establish	establish	VERB
cblr-1758	1124	9	best	good	ADJ
cblr-1758	1124	10	practices	practice	NOUN
cblr-1758	1124	11	for	for	ADP
cblr-1758	1124	12	automated	automate	VERB
cblr-1758	1124	13	solicitations	solicitation	NOUN
cblr-1758	1124	14	by	by	ADP
cblr-1758	1124	15	software	software	NOUN
cblr-1758	1124	16	programs	program	NOUN
cblr-1758	1124	17	,	,	PUNCT
cblr-1758	1124	18	with	with	ADP
cblr-1758	1124	19	an	an	DET
cblr-1758	1124	20	eye	eye	NOUN
cblr-1758	1124	21	toward	toward	ADP
cblr-1758	1124	22	ensuring	ensure	VERB
cblr-1758	1124	23	that	that	SCONJ
cblr-1758	1124	24	solicitations	solicitation	NOUN
cblr-1758	1124	25	written	write	VERB
cblr-1758	1124	26	and	and	CCONJ
cblr-1758	1124	27	sent	send	VERB
cblr-1758	1124	28	by	by	ADP
cblr-1758	1124	29	digital	digital	ADJ
cblr-1758	1124	30	intermediaries	intermediary	NOUN
cblr-1758	1124	31	are	be	AUX
cblr-1758	1124	32	not	not	PART
cblr-1758	1124	33	misleading	misleading	ADJ
cblr-1758	1124	34	.	.	PUNCT
cblr-1758	1125	1	in	in	ADP
cblr-1758	1125	2	addition	addition	NOUN
cblr-1758	1125	3	,	,	PUNCT
cblr-1758	1125	4	computer	computer	NOUN
cblr-1758	1125	5	programmers	programmer	NOUN
cblr-1758	1125	6	in	in	ADP
cblr-1758	1125	7	the	the	DET
cblr-1758	1125	8	industry	industry	NOUN
cblr-1758	1125	9	,	,	PUNCT
cblr-1758	1125	10	notwithstanding	notwithstanding	ADP
cblr-1758	1125	11	their	their	PRON
cblr-1758	1125	12	normal	normal	ADJ
cblr-1758	1125	13	inclination	inclination	NOUN
cblr-1758	1125	14	to	to	PART
cblr-1758	1125	15	keep	keep	VERB
cblr-1758	1125	16	their	their	PRON
cblr-1758	1125	17	programming	programming	NOUN
cblr-1758	1125	18	knowledge	knowledge	NOUN
cblr-1758	1125	19	secret	secret	ADJ
cblr-1758	1125	20	,	,	PUNCT
cblr-1758	1125	21	could	could	AUX
cblr-1758	1125	22	work	work	VERB
cblr-1758	1125	23	together	together	ADV
cblr-1758	1125	24	on	on	ADP
cblr-1758	1125	25	sharing	share	VERB
cblr-1758	1125	26	some	some	PRON
cblr-1758	1125	27	of	of	ADP
cblr-1758	1125	28	the	the	DET
cblr-1758	1125	29	most	most	ADV
cblr-1758	1125	30	effective	effective	ADJ
cblr-1758	1125	31	and	and	CCONJ
cblr-1758	1125	32	efficient	efficient	ADJ
cblr-1758	1125	33	approaches	approach	NOUN
cblr-1758	1125	34	to	to	ADP
cblr-1758	1125	35	placing	place	VERB
cblr-1758	1125	36	proper	proper	ADJ
cblr-1758	1125	37	moral	moral	ADJ
cblr-1758	1125	38	and	and	CCONJ
cblr-1758	1125	39	ethical	ethical	ADJ
cblr-1758	1125	40	considerations	consideration	NOUN
cblr-1758	1125	41	inside	inside	ADP
cblr-1758	1125	42	digital	digital	ADJ
cblr-1758	1125	43	intermediaries	intermediary	NOUN
cblr-1758	1125	44	and	and	CCONJ
cblr-1758	1125	45	other	other	ADJ
cblr-1758	1125	46	artificial	artificial	ADJ
cblr-1758	1125	47	agents	agent	NOUN
cblr-1758	1125	48	,	,	PUNCT
cblr-1758	1125	49	with	with	ADP
cblr-1758	1125	50	the	the	DET
cblr-1758	1125	51	goal	goal	NOUN
cblr-1758	1125	52	of	of	ADP
cblr-1758	1125	53	ensuring	ensure	VERB
cblr-1758	1125	54	that	that	SCONJ
cblr-1758	1125	55	automated	automate	VERB
cblr-1758	1125	56	actors	actor	NOUN
cblr-1758	1125	57	in	in	ADP
cblr-1758	1125	58	derivatives	derivative	NOUN
cblr-1758	1125	59	markets	market	NOUN
cblr-1758	1125	60	do	do	AUX
cblr-1758	1125	61	not	not	PART
cblr-1758	1125	62	abuse	abuse	VERB
cblr-1758	1125	63	the	the	DET
cblr-1758	1125	64	trust	trust	NOUN
cblr-1758	1125	65	of	of	ADP
cblr-1758	1125	66	customers.302	customers.302	PROPN
cblr-1758	1125	67	such	such	ADJ
cblr-1758	1125	68	joint	joint	ADJ
cblr-1758	1125	69	efforts	effort	NOUN
cblr-1758	1125	70	would	would	AUX
cblr-1758	1125	71	serve	serve	VERB
cblr-1758	1125	72	to	to	PART
cblr-1758	1125	73	uphold	uphold	VERB
cblr-1758	1125	74	the	the	DET
cblr-1758	1125	75	reputation	reputation	NOUN
cblr-1758	1125	76	of	of	ADP
cblr-1758	1125	77	the	the	DET
cblr-1758	1125	78	derivatives	derivative	NOUN
cblr-1758	1125	79	markets	market	NOUN
cblr-1758	1125	80	to	to	ADP
cblr-1758	1125	81	the	the	DET
cblr-1758	1125	82	benefit	benefit	NOUN
cblr-1758	1125	83	of	of	ADP
cblr-1758	1125	84	all	all	DET
cblr-1758	1125	85	market	market	NOUN
cblr-1758	1125	86	participants	participant	NOUN
cblr-1758	1125	87	.	.	PUNCT
cblr-1758	1126	1	whereas	whereas	SCONJ
cblr-1758	1126	2	allen	allen	PROPN
cblr-1758	1126	3	and	and	CCONJ
cblr-1758	1126	4	wallach	wallach	PROPN
cblr-1758	1126	5	have	have	AUX
cblr-1758	1126	6	examined	examine	VERB
cblr-1758	1126	7	general	general	ADJ
cblr-1758	1126	8	approaches	approach	NOUN
cblr-1758	1126	9	that	that	PRON
cblr-1758	1126	10	could	could	AUX
cblr-1758	1126	11	be	be	AUX
cblr-1758	1126	12	used	use	VERB
cblr-1758	1126	13	in	in	ADP
cblr-1758	1126	14	programming	programming	NOUN
cblr-1758	1126	15	autonomous	autonomous	ADJ
cblr-1758	1126	16	artificial	artificial	ADJ
cblr-1758	1126	17	agents	agent	NOUN
cblr-1758	1126	18	with	with	ADP
cblr-1758	1126	19	morals	moral	NOUN
cblr-1758	1126	20	and	and	CCONJ
cblr-1758	1126	21	ethics	ethic	NOUN
cblr-1758	1126	22	,	,	PUNCT
cblr-1758	1126	23	other	other	ADJ
cblr-1758	1126	24	scholars	scholar	NOUN
cblr-1758	1126	25	have	have	AUX
cblr-1758	1126	26	focused	focus	VERB
cblr-1758	1126	27	on	on	ADP
cblr-1758	1126	28	analyzing	analyze	VERB
cblr-1758	1126	29	possible	possible	ADJ
cblr-1758	1126	30	methods	method	NOUN
cblr-1758	1126	31	for	for	ADP
cblr-1758	1126	32	allocating	allocate	VERB
cblr-1758	1126	33	liability	liability	NOUN
cblr-1758	1126	34	for	for	ADP
cblr-1758	1126	35	wrongdoing	wrongdoing	NOUN
cblr-1758	1126	36	by	by	ADP
cblr-1758	1126	37	autonomous	autonomous	ADJ
cblr-1758	1126	38	artificial	artificial	ADJ
cblr-1758	1126	39	agents	agent	NOUN
cblr-1758	1126	40	.	.	PUNCT
cblr-1758	1127	1	some	some	PRON
cblr-1758	1127	2	of	of	ADP
cblr-1758	1127	3	these	these	DET
cblr-1758	1127	4	scholars	scholar	NOUN
cblr-1758	1127	5	have	have	AUX
cblr-1758	1127	6	concluded	conclude	VERB
cblr-1758	1127	7	that	that	SCONJ
cblr-1758	1127	8	the	the	DET
cblr-1758	1127	9	best	good	ADJ
cblr-1758	1127	10	solution	solution	NOUN
cblr-1758	1127	11	is	be	AUX
cblr-1758	1127	12	to	to	ADP
cblr-1758	1127	13	301	301	NUM
cblr-1758	1127	14	henry	henry	PROPN
cblr-1758	1127	15	,	,	PUNCT
cblr-1758	1127	16	supra	supra	PROPN
cblr-1758	1127	17	note	note	NOUN
cblr-1758	1127	18	6	6	NUM
cblr-1758	1127	19	.	.	SYM
cblr-1758	1127	20	302	302	NUM
cblr-1758	1127	21	wallach	wallach	PROPN
cblr-1758	1127	22	and	and	CCONJ
cblr-1758	1127	23	allen	allen	PROPN
cblr-1758	1127	24	show	show	VERB
cblr-1758	1127	25	that	that	SCONJ
cblr-1758	1127	26	developing	develop	VERB
cblr-1758	1127	27	systems	system	NOUN
cblr-1758	1127	28	to	to	PART
cblr-1758	1127	29	ensure	ensure	VERB
cblr-1758	1127	30	that	that	SCONJ
cblr-1758	1127	31	autonomous	autonomous	ADJ
cblr-1758	1127	32	artificial	artificial	ADJ
cblr-1758	1127	33	agents	agent	NOUN
cblr-1758	1127	34	always	always	ADV
cblr-1758	1127	35	act	act	VERB
cblr-1758	1127	36	ethically	ethically	ADV
cblr-1758	1127	37	is	be	AUX
cblr-1758	1127	38	not	not	PART
cblr-1758	1127	39	going	go	VERB
cblr-1758	1127	40	to	to	PART
cblr-1758	1127	41	be	be	AUX
cblr-1758	1127	42	a	a	DET
cblr-1758	1127	43	simple	simple	ADJ
cblr-1758	1127	44	or	or	CCONJ
cblr-1758	1127	45	easy	easy	ADJ
cblr-1758	1127	46	.	.	PUNCT
cblr-1758	1128	1	the	the	DET
cblr-1758	1128	2	duo	duo	NOUN
cblr-1758	1128	3	devotes	devote	VERB
cblr-1758	1128	4	much	much	ADJ
cblr-1758	1128	5	of	of	ADP
cblr-1758	1128	6	their	their	PRON
cblr-1758	1128	7	book	book	NOUN
cblr-1758	1128	8	to	to	ADP
cblr-1758	1128	9	such	such	ADJ
cblr-1758	1128	10	issues	issue	NOUN
cblr-1758	1128	11	.	.	PUNCT
cblr-1758	1129	1	see	see	VERB
cblr-1758	1129	2	generally	generally	ADV
cblr-1758	1129	3	wallach	wallach	PROPN
cblr-1758	1129	4	&	&	CCONJ
cblr-1758	1129	5	allen	allen	PROPN
cblr-1758	1129	6	,	,	PUNCT
cblr-1758	1129	7	moral	moral	ADJ
cblr-1758	1129	8	machines	machine	NOUN
cblr-1758	1129	9	73–169	73–169	PROPN
cblr-1758	1129	10	.	.	PUNCT
cblr-1758	1129	11	scopino	scopino	PROPN
cblr-1758	1129	12	–	–	PUNCT
cblr-1758	1129	13	final	final	ADJ
cblr-1758	1129	14	no	no	NOUN
cblr-1758	1129	15	.	.	PUNCT
cblr-1758	1130	1	2:439	2:439	NUM
cblr-1758	1130	2	]	]	X
cblr-1758	1130	3	the	the	DET
cblr-1758	1130	4	second	second	ADJ
cblr-1758	1130	5	machine	machine	NOUN
cblr-1758	1130	6	age	age	NOUN
cblr-1758	1130	7	513	513	NUM
cblr-1758	1130	8	grant	grant	VERB
cblr-1758	1130	9	autonomous	autonomous	ADJ
cblr-1758	1130	10	artificial	artificial	ADJ
cblr-1758	1130	11	agents	agent	NOUN
cblr-1758	1130	12	at	at	ADP
cblr-1758	1130	13	least	least	ADJ
cblr-1758	1130	14	some	some	PRON
cblr-1758	1130	15	level	level	NOUN
cblr-1758	1130	16	of	of	ADP
cblr-1758	1130	17	personhood	personhood	NOUN
cblr-1758	1130	18	and	and	CCONJ
cblr-1758	1130	19	then	then	ADV
cblr-1758	1130	20	hold	hold	VERB
cblr-1758	1130	21	them	they	PRON
cblr-1758	1130	22	accountable	accountable	ADJ
cblr-1758	1130	23	for	for	ADP
cblr-1758	1130	24	their	their	PRON
cblr-1758	1130	25	own	own	ADJ
cblr-1758	1130	26	misdeeds	misdeed	NOUN
cblr-1758	1130	27	,	,	PUNCT
cblr-1758	1130	28	or	or	CCONJ
cblr-1758	1130	29	hold	hold	VERB
cblr-1758	1130	30	their	their	PRON
cblr-1758	1130	31	users	user	NOUN
cblr-1758	1130	32	and	and	CCONJ
cblr-1758	1130	33	owners	owner	NOUN
cblr-1758	1130	34	accountable	accountable	ADJ
cblr-1758	1130	35	under	under	ADP
cblr-1758	1130	36	agency	agency	NOUN
cblr-1758	1130	37	or	or	CCONJ
cblr-1758	1130	38	other	other	ADJ
cblr-1758	1130	39	legal	legal	ADJ
cblr-1758	1130	40	theories.303	theories.303	NOUN
cblr-1758	1130	41	for	for	ADP
cblr-1758	1130	42	example	example	NOUN
cblr-1758	1130	43	,	,	PUNCT
cblr-1758	1130	44	samir	samir	PROPN
cblr-1758	1130	45	chopra	chopra	PROPN
cblr-1758	1130	46	,	,	PUNCT
cblr-1758	1130	47	a	a	DET
cblr-1758	1130	48	philosophy	philosophy	NOUN
cblr-1758	1130	49	professor	professor	NOUN
cblr-1758	1130	50	at	at	ADP
cblr-1758	1130	51	brooklyn	brooklyn	PROPN
cblr-1758	1130	52	college	college	PROPN
cblr-1758	1130	53	of	of	ADP
cblr-1758	1130	54	the	the	DET
cblr-1758	1130	55	city	city	PROPN
cblr-1758	1130	56	university	university	PROPN
cblr-1758	1130	57	of	of	ADP
cblr-1758	1130	58	new	new	PROPN
cblr-1758	1130	59	york	york	PROPN
cblr-1758	1130	60	,	,	PUNCT
cblr-1758	1130	61	and	and	CCONJ
cblr-1758	1130	62	laurence	laurence	PROPN
cblr-1758	1130	63	f.	f.	PROPN
cblr-1758	1130	64	white	white	PROPN
cblr-1758	1130	65	,	,	PUNCT
cblr-1758	1130	66	an	an	DET
cblr-1758	1130	67	attorney	attorney	NOUN
cblr-1758	1130	68	,	,	PUNCT
cblr-1758	1130	69	argue	argue	VERB
cblr-1758	1130	70	that	that	SCONJ
cblr-1758	1130	71	artificial	artificial	ADJ
cblr-1758	1130	72	agents	agent	NOUN
cblr-1758	1130	73	such	such	ADJ
cblr-1758	1130	74	as	as	ADP
cblr-1758	1130	75	software	software	NOUN
cblr-1758	1130	76	robots	robot	NOUN
cblr-1758	1130	77	should	should	AUX
cblr-1758	1130	78	be	be	AUX
cblr-1758	1130	79	accorded	accord	VERB
cblr-1758	1130	80	the	the	DET
cblr-1758	1130	81	status	status	NOUN
cblr-1758	1130	82	of	of	ADP
cblr-1758	1130	83	dependent	dependent	ADJ
cblr-1758	1130	84	legal	legal	ADJ
cblr-1758	1130	85	persons,304	persons,304	NOUN
cblr-1758	1130	86	which	which	PRON
cblr-1758	1130	87	is	be	AUX
cblr-1758	1130	88	the	the	DET
cblr-1758	1130	89	personhood	personhood	NOUN
cblr-1758	1130	90	status	status	NOUN
cblr-1758	1130	91	accorded	accord	VERB
cblr-1758	1130	92	corporations	corporation	NOUN
cblr-1758	1130	93	,	,	PUNCT
cblr-1758	1130	94	mentally	mentally	ADV
cblr-1758	1130	95	incapacitated	incapacitated	ADJ
cblr-1758	1130	96	individuals	individual	NOUN
cblr-1758	1130	97	,	,	PUNCT
cblr-1758	1130	98	and	and	CCONJ
cblr-1758	1130	99	minors.305	minors.305	PROPN
cblr-1758	1130	100	chopra	chopra	PROPN
cblr-1758	1130	101	notes	note	VERB
cblr-1758	1130	102	,	,	PUNCT
cblr-1758	1130	103	“	"	PUNCT
cblr-1758	1130	104	computer	computer	NOUN
cblr-1758	1130	105	programs	program	NOUN
cblr-1758	1130	106	.	.	PUNCT
cblr-1758	1130	107	.	.	PUNCT
cblr-1758	1130	108	.	.	PUNCT
cblr-1758	1130	109	.	.	PUNCT
cblr-1758	1130	110	.	.	PUNCT
cblr-1758	1131	1	make	make	VERB
cblr-1758	1131	2	deals	deal	NOUN
cblr-1758	1131	3	and	and	CCONJ
cblr-1758	1131	4	create	create	VERB
cblr-1758	1131	5	legally	legally	ADV
cblr-1758	1131	6	binding	bind	VERB
cblr-1758	1131	7	contracts	contract	NOUN
cblr-1758	1131	8	without	without	ADP
cblr-1758	1131	9	human	human	ADJ
cblr-1758	1131	10	intervention	intervention	NOUN
cblr-1758	1132	1	[	[	X
cblr-1758	1132	2	,	,	PUNCT
cblr-1758	1132	3	]	]	PUNCT
cblr-1758	1132	4	”	"	PUNCT
cblr-1758	1133	1	and	and	CCONJ
cblr-1758	1133	2	contends	contend	VERB
cblr-1758	1133	3	,	,	PUNCT
cblr-1758	1133	4	“	"	PUNCT
cblr-1758	1133	5	[	[	X
cblr-1758	1133	6	s]uch	s]uch	X
cblr-1758	1133	7	programs	program	NOUN
cblr-1758	1133	8	.	.	PUNCT
cblr-1758	1133	9	.	.	PUNCT
cblr-1758	1134	1	.	.	PUNCT
cblr-1758	1135	1	should	should	AUX
cblr-1758	1135	2	be	be	AUX
cblr-1758	1135	3	given	give	VERB
cblr-1758	1135	4	special	special	ADJ
cblr-1758	1135	5	consideration	consideration	NOUN
cblr-1758	1135	6	under	under	ADP
cblr-1758	1135	7	the	the	DET
cblr-1758	1135	8	law	law	NOUN
cblr-1758	1135	9	”	"	PUNCT
cblr-1758	1135	10	on	on	ADP
cblr-1758	1135	11	the	the	DET
cblr-1758	1135	12	grounds	ground	NOUN
cblr-1758	1135	13	that	that	SCONJ
cblr-1758	1135	14	they	they	PRON
cblr-1758	1135	15	are	be	AUX
cblr-1758	1135	16	“	"	PUNCT
cblr-1758	1135	17	too	too	ADV
cblr-1758	1135	18	independent	independent	ADJ
cblr-1758	1135	19	to	to	PART
cblr-1758	1135	20	be	be	AUX
cblr-1758	1135	21	classified	classify	VERB
cblr-1758	1135	22	as	as	ADP
cblr-1758	1135	23	simple	simple	ADJ
cblr-1758	1135	24	tools	tool	NOUN
cblr-1758	1135	25	,	,	PUNCT
cblr-1758	1135	26	like	like	ADP
cblr-1758	1135	27	guns	gun	NOUN
cblr-1758	1135	28	,	,	PUNCT
cblr-1758	1135	29	but	but	CCONJ
cblr-1758	1135	30	not	not	PART
cblr-1758	1135	31	independent	independent	ADJ
cblr-1758	1135	32	enough	enough	ADV
cblr-1758	1135	33	to	to	PART
cblr-1758	1135	34	be	be	AUX
cblr-1758	1135	35	counted	count	VERB
cblr-1758	1135	36	as	as	ADP
cblr-1758	1135	37	full	full	ADJ
cblr-1758	1135	38	legal	legal	ADJ
cblr-1758	1135	39	persons	person	NOUN
cblr-1758	1135	40	.	.	PUNCT
cblr-1758	1135	41	”306	”306	PUNCT
cblr-1758	1135	42	using	use	VERB
cblr-1758	1135	43	a	a	DET
cblr-1758	1135	44	dependent	dependent	ADJ
cblr-1758	1135	45	legal	legal	ADJ
cblr-1758	1135	46	personhood	personhood	NOUN
cblr-1758	1135	47	approach	approach	NOUN
cblr-1758	1135	48	to	to	ADP
cblr-1758	1135	49	artificial	artificial	ADJ
cblr-1758	1135	50	agents	agent	NOUN
cblr-1758	1135	51	,	,	PUNCT
cblr-1758	1135	52	the	the	DET
cblr-1758	1135	53	law	law	NOUN
cblr-1758	1135	54	could	could	AUX
cblr-1758	1135	55	“	"	PUNCT
cblr-1758	1135	56	exert	exert	VERB
cblr-1758	1135	57	some	some	DET
cblr-1758	1135	58	influence	influence	NOUN
cblr-1758	1135	59	over	over	ADP
cblr-1758	1135	60	the	the	DET
cblr-1758	1135	61	humans	human	NOUN
cblr-1758	1135	62	who	who	PRON
cblr-1758	1135	63	design	design	VERB
cblr-1758	1135	64	and	and	CCONJ
cblr-1758	1135	65	operate	operate	VERB
cblr-1758	1135	66	them	they	PRON
cblr-1758	1135	67	,	,	PUNCT
cblr-1758	1135	68	while	while	SCONJ
cblr-1758	1135	69	acknowledging	acknowledge	VERB
cblr-1758	1135	70	the	the	DET
cblr-1758	1135	71	fact	fact	NOUN
cblr-1758	1135	72	that	that	SCONJ
cblr-1758	1135	73	[	[	X
cblr-1758	1135	74	artificial	artificial	ADJ
cblr-1758	1135	75	agents	agent	NOUN
cblr-1758	1135	76	]	]	PUNCT
cblr-1758	1135	77	are	be	AUX
cblr-1758	1135	78	capable	capable	ADJ
cblr-1758	1135	79	of	of	ADP
cblr-1758	1135	80	doing	do	VERB
cblr-1758	1135	81	things	thing	NOUN
cblr-1758	1135	82	no	no	DET
cblr-1758	1135	83	one	one	NOUN
cblr-1758	1135	84	could	could	AUX
cblr-1758	1135	85	have	have	AUX
cblr-1758	1135	86	reasonably	reasonably	ADV
cblr-1758	1135	87	expected	expect	VERB
cblr-1758	1135	88	.	.	PUNCT
cblr-1758	1135	89	”307	”307	NOUN
cblr-1758	1135	90	303	303	NUM
cblr-1758	1135	91	chopra	chopra	PROPN
cblr-1758	1135	92	&	&	CCONJ
cblr-1758	1135	93	white	white	PROPN
cblr-1758	1135	94	,	,	PUNCT
cblr-1758	1135	95	supra	supra	PROPN
cblr-1758	1135	96	note	note	PROPN
cblr-1758	1135	97	65	65	NUM
cblr-1758	1135	98	,	,	PUNCT
cblr-1758	1135	99	at	at	ADP
cblr-1758	1135	100	189	189	NUM
cblr-1758	1135	101	;	;	PUNCT
cblr-1758	1135	102	neyfakh	neyfakh	PROPN
cblr-1758	1135	103	,	,	PUNCT
cblr-1758	1135	104	supra	supra	PROPN
cblr-1758	1135	105	note	note	PROPN
cblr-1758	1135	106	35	35	NUM
cblr-1758	1135	107	.	.	PUNCT
cblr-1758	1136	1	304	304	NUM
cblr-1758	1136	2	chopra	chopra	PROPN
cblr-1758	1136	3	&	&	CCONJ
cblr-1758	1136	4	white	white	PROPN
cblr-1758	1136	5	,	,	PUNCT
cblr-1758	1136	6	supra	supra	PROPN
cblr-1758	1136	7	note	note	PROPN
cblr-1758	1136	8	65	65	NUM
cblr-1758	1136	9	,	,	PUNCT
cblr-1758	1136	10	at	at	ADP
cblr-1758	1136	11	189	189	NUM
cblr-1758	1136	12	.	.	PUNCT
cblr-1758	1136	13	305	305	NUM
cblr-1758	1136	14	i	i	PRON
cblr-1758	1136	15	d.	d.	PROPN
cblr-1758	1136	16	at	at	ADP
cblr-1758	1136	17	159–160	159–160	NUM
cblr-1758	1136	18	.	.	PUNCT
cblr-1758	1137	1	“	"	PUNCT
cblr-1758	1137	2	a	a	DET
cblr-1758	1137	3	dependent	dependent	ADJ
cblr-1758	1137	4	legal	legal	ADJ
cblr-1758	1137	5	person	person	NOUN
cblr-1758	1137	6	can	can	AUX
cblr-1758	1137	7	only	only	ADV
cblr-1758	1137	8	act	act	VERB
cblr-1758	1137	9	through	through	ADP
cblr-1758	1137	10	the	the	DET
cblr-1758	1137	11	agency	agency	NOUN
cblr-1758	1137	12	of	of	ADP
cblr-1758	1137	13	another	another	DET
cblr-1758	1137	14	legal	legal	ADJ
cblr-1758	1137	15	person	person	NOUN
cblr-1758	1137	16	in	in	ADP
cblr-1758	1137	17	exercising	exercise	VERB
cblr-1758	1137	18	some	some	PRON
cblr-1758	1137	19	or	or	CCONJ
cblr-1758	1137	20	all	all	PRON
cblr-1758	1137	21	of	of	ADP
cblr-1758	1137	22	its	its	PRON
cblr-1758	1137	23	legal	legal	ADJ
cblr-1758	1137	24	rights	right	NOUN
cblr-1758	1137	25	.	.	PUNCT
cblr-1758	1137	26	”	"	PUNCT
cblr-1758	1138	1	i	i	PRON
cblr-1758	1138	2	d.	d.	VERB
cblr-1758	1138	3	at	at	ADP
cblr-1758	1138	4	159	159	NUM
cblr-1758	1138	5	.	.	PUNCT
cblr-1758	1139	1	chopra	chopra	PROPN
cblr-1758	1139	2	and	and	CCONJ
cblr-1758	1139	3	white	white	PROPN
cblr-1758	1139	4	would	would	AUX
cblr-1758	1139	5	accord	accord	VERB
cblr-1758	1139	6	artificial	artificial	ADJ
cblr-1758	1139	7	agents	agent	NOUN
cblr-1758	1139	8	full	full	ADJ
cblr-1758	1139	9	legal	legal	ADJ
cblr-1758	1139	10	personhood	personhood	NOUN
cblr-1758	1139	11	once	once	SCONJ
cblr-1758	1139	12	they	they	PRON
cblr-1758	1139	13	obtained	obtain	VERB
cblr-1758	1139	14	a	a	DET
cblr-1758	1139	15	high	high	ADJ
cblr-1758	1139	16	level	level	NOUN
cblr-1758	1139	17	of	of	ADP
cblr-1758	1139	18	autonomy	autonomy	NOUN
cblr-1758	1139	19	and	and	CCONJ
cblr-1758	1139	20	intellectual	intellectual	ADJ
cblr-1758	1139	21	capabilities	capability	NOUN
cblr-1758	1139	22	.	.	PUNCT
cblr-1758	1140	1	i	i	PRON
cblr-1758	1140	2	d.	d.	PROPN
cblr-1758	1140	3	at	at	ADP
cblr-1758	1140	4	189	189	NUM
cblr-1758	1140	5	.	.	PUNCT
cblr-1758	1141	1	306	306	NUM
cblr-1758	1141	2	neyfakh	neyfakh	PROPN
cblr-1758	1141	3	,	,	PUNCT
cblr-1758	1141	4	supra	supra	PROPN
cblr-1758	1141	5	note	note	NOUN
cblr-1758	1141	6	35	35	NUM
cblr-1758	1141	7	.	.	PUNCT
cblr-1758	1142	1	307	307	NUM
cblr-1758	1142	2	i	i	PRON
cblr-1758	1142	3	d.	d.	PROPN
cblr-1758	1142	4	in	in	ADP
cblr-1758	1142	5	practical	practical	ADJ
cblr-1758	1142	6	terms	term	NOUN
cblr-1758	1142	7	,	,	PUNCT
cblr-1758	1142	8	determining	determine	VERB
cblr-1758	1142	9	the	the	DET
cblr-1758	1142	10	legal	legal	ADJ
cblr-1758	1142	11	status	status	NOUN
cblr-1758	1142	12	of	of	ADP
cblr-1758	1142	13	robots	robot	NOUN
cblr-1758	1142	14	amounts	amount	VERB
cblr-1758	1142	15	to	to	ADP
cblr-1758	1142	16	a	a	DET
cblr-1758	1142	17	careful	careful	ADJ
cblr-1758	1142	18	balancing	balancing	NOUN
cblr-1758	1142	19	act	act	NOUN
cblr-1758	1142	20	:	:	PUNCT
cblr-1758	1142	21	manufacturers	manufacturer	NOUN
cblr-1758	1142	22	and	and	CCONJ
cblr-1758	1142	23	owners	owner	NOUN
cblr-1758	1142	24	need	need	VERB
cblr-1758	1142	25	to	to	PART
cblr-1758	1142	26	feel	feel	VERB
cblr-1758	1142	27	responsible	responsible	ADJ
cblr-1758	1142	28	enough	enough	ADV
cblr-1758	1142	29	to	to	PART
cblr-1758	1142	30	take	take	VERB
cblr-1758	1142	31	safety	safety	NOUN
cblr-1758	1142	32	precautions	precaution	NOUN
cblr-1758	1142	33	with	with	ADP
cblr-1758	1142	34	the	the	DET
cblr-1758	1142	35	increasingly	increasingly	ADV
cblr-1758	1142	36	smart	smart	ADJ
cblr-1758	1142	37	machines	machine	NOUN
cblr-1758	1142	38	they	they	PRON
cblr-1758	1142	39	’re	’re	AUX
cblr-1758	1142	40	building	build	VERB
cblr-1758	1142	41	,	,	PUNCT
cblr-1758	1142	42	but	but	CCONJ
cblr-1758	1142	43	not	not	PART
cblr-1758	1142	44	so	so	ADV
cblr-1758	1142	45	hamstrung	hamstrung	ADJ
cblr-1758	1142	46	with	with	ADP
cblr-1758	1142	47	fear	fear	NOUN
cblr-1758	1142	48	that	that	SCONJ
cblr-1758	1142	49	they	they	PRON
cblr-1758	1142	50	back	back	VERB
cblr-1758	1142	51	away	away	ADV
cblr-1758	1142	52	from	from	ADP
cblr-1758	1142	53	innovations	innovation	NOUN
cblr-1758	1142	54	we	we	PRON
cblr-1758	1142	55	want	want	VERB
cblr-1758	1142	56	,	,	PUNCT
cblr-1758	1142	57	like	like	ADP
cblr-1758	1142	58	drones	drone	NOUN
cblr-1758	1142	59	that	that	PRON
cblr-1758	1142	60	help	help	AUX
cblr-1758	1142	61	find	find	VERB
cblr-1758	1142	62	missing	missing	ADJ
cblr-1758	1142	63	kids	kid	NOUN
cblr-1758	1142	64	or	or	CCONJ
cblr-1758	1142	65	fight	fight	VERB
cblr-1758	1142	66	fires	fire	NOUN
cblr-1758	1142	67	.	.	PUNCT
cblr-1758	1143	1	i	i	PRON
cblr-1758	1143	2	d.	d.	PROPN
cblr-1758	1143	3	scopino	scopino	PROPN
cblr-1758	1143	4	–	–	PUNCT
cblr-1758	1144	1	final	final	ADJ
cblr-1758	1144	2	514	514	NUM
cblr-1758	1144	3	columbia	columbia	PROPN
cblr-1758	1144	4	business	business	NOUN
cblr-1758	1144	5	law	law	PROPN
cblr-1758	1144	6	review	review	NOUN
cblr-1758	1144	7	[	[	X
cblr-1758	1144	8	vol	vol	NOUN
cblr-1758	1144	9	.	.	NOUN
cblr-1758	1144	10	2015	2015	NUM
cblr-1758	1145	1	but	but	CCONJ
cblr-1758	1145	2	one	one	NUM
cblr-1758	1145	3	of	of	ADP
cblr-1758	1145	4	the	the	DET
cblr-1758	1145	5	more	more	ADV
cblr-1758	1145	6	challenging	challenging	ADJ
cblr-1758	1145	7	issues	issue	NOUN
cblr-1758	1145	8	related	relate	VERB
cblr-1758	1145	9	to	to	ADP
cblr-1758	1145	10	conceptualizing	conceptualize	VERB
cblr-1758	1145	11	personhood	personhood	NOUN
cblr-1758	1145	12	for	for	ADP
cblr-1758	1145	13	artificial	artificial	ADJ
cblr-1758	1145	14	agents	agent	NOUN
cblr-1758	1145	15	such	such	ADJ
cblr-1758	1145	16	as	as	ADP
cblr-1758	1145	17	atss	atss	ADJ
cblr-1758	1145	18	and	and	CCONJ
cblr-1758	1145	19	digital	digital	ADJ
cblr-1758	1145	20	intermediaries	intermediary	NOUN
cblr-1758	1145	21	centers	center	NOUN
cblr-1758	1145	22	on	on	ADP
cblr-1758	1145	23	whether	whether	SCONJ
cblr-1758	1145	24	artificial	artificial	ADJ
cblr-1758	1145	25	agents	agent	NOUN
cblr-1758	1145	26	are	be	AUX
cblr-1758	1145	27	susceptible	susceptible	ADJ
cblr-1758	1145	28	to	to	ADP
cblr-1758	1145	29	punishment.308	punishment.308	VERB
cblr-1758	1145	30	in	in	ADP
cblr-1758	1145	31	other	other	ADJ
cblr-1758	1145	32	words	word	NOUN
cblr-1758	1145	33	,	,	PUNCT
cblr-1758	1145	34	would	would	AUX
cblr-1758	1145	35	the	the	DET
cblr-1758	1145	36	threat	threat	NOUN
cblr-1758	1145	37	of	of	ADP
cblr-1758	1145	38	fines	fine	NOUN
cblr-1758	1145	39	or	or	CCONJ
cblr-1758	1145	40	other	other	ADJ
cblr-1758	1145	41	legal	legal	ADJ
cblr-1758	1145	42	sanctions	sanction	NOUN
cblr-1758	1145	43	deter	deter	VERB
cblr-1758	1145	44	atss	atss	ADJ
cblr-1758	1145	45	and	and	CCONJ
cblr-1758	1145	46	digital	digital	ADJ
cblr-1758	1145	47	intermediaries	intermediary	NOUN
cblr-1758	1145	48	from	from	ADP
cblr-1758	1145	49	violating	violate	VERB
cblr-1758	1145	50	the	the	DET
cblr-1758	1145	51	cea	cea	PROPN
cblr-1758	1145	52	and	and	CCONJ
cblr-1758	1145	53	cftc	cftc	PROPN
cblr-1758	1145	54	regulations?309	regulations?309	PROPN
cblr-1758	1145	55	furthermore	furthermore	ADV
cblr-1758	1145	56	,	,	PUNCT
cblr-1758	1145	57	would	would	AUX
cblr-1758	1145	58	atss	atss	VERB
cblr-1758	1145	59	and	and	CCONJ
cblr-1758	1145	60	digital	digital	ADJ
cblr-1758	1145	61	intermediaries	intermediary	NOUN
cblr-1758	1145	62	understand	understand	VERB
cblr-1758	1145	63	that	that	SCONJ
cblr-1758	1145	64	they	they	PRON
cblr-1758	1145	65	are	be	AUX
cblr-1758	1145	66	morally	morally	ADV
cblr-1758	1145	67	blameworthy	blameworthy	ADJ
cblr-1758	1145	68	if	if	SCONJ
cblr-1758	1145	69	they	they	PRON
cblr-1758	1145	70	engage	engage	VERB
cblr-1758	1145	71	in	in	ADP
cblr-1758	1145	72	certain	certain	ADJ
cblr-1758	1145	73	prohibited	prohibit	VERB
cblr-1758	1145	74	disruptive	disruptive	ADJ
cblr-1758	1145	75	trading	trading	NOUN
cblr-1758	1145	76	practices?310	practices?310	PROPN
cblr-1758	1145	77	chopra	chopra	PROPN
cblr-1758	1145	78	and	and	CCONJ
cblr-1758	1145	79	white	white	PROPN
cblr-1758	1145	80	argue	argue	VERB
cblr-1758	1145	81	that	that	SCONJ
cblr-1758	1145	82	artificial	artificial	ADJ
cblr-1758	1145	83	agents	agent	NOUN
cblr-1758	1145	84	could	could	AUX
cblr-1758	1145	85	be	be	AUX
cblr-1758	1145	86	susceptible	susceptible	ADJ
cblr-1758	1145	87	to	to	ADP
cblr-1758	1145	88	punishment	punishment	NOUN
cblr-1758	1145	89	,	,	PUNCT
cblr-1758	1145	90	pointing	pointing	NOUN
cblr-1758	1145	91	,	,	PUNCT
cblr-1758	1145	92	for	for	ADP
cblr-1758	1145	93	example	example	NOUN
cblr-1758	1145	94	,	,	PUNCT
cblr-1758	1145	95	to	to	ADP
cblr-1758	1145	96	situations	situation	NOUN
cblr-1758	1145	97	in	in	ADP
cblr-1758	1145	98	which	which	PRON
cblr-1758	1145	99	artificial	artificial	ADJ
cblr-1758	1145	100	agents	agent	NOUN
cblr-1758	1145	101	exercise	exercise	VERB
cblr-1758	1145	102	control	control	NOUN
cblr-1758	1145	103	over	over	ADP
cblr-1758	1145	104	money	money	NOUN
cblr-1758	1145	105	and	and	CCONJ
cblr-1758	1145	106	could	could	AUX
cblr-1758	1145	107	be	be	AUX
cblr-1758	1145	108	fined	fine	VERB
cblr-1758	1145	109	or	or	CCONJ
cblr-1758	1145	110	required	require	VERB
cblr-1758	1145	111	to	to	PART
cblr-1758	1145	112	pay	pay	VERB
cblr-1758	1145	113	damages	damage	NOUN
cblr-1758	1145	114	as	as	SCONJ
cblr-1758	1145	115	is	be	AUX
cblr-1758	1145	116	the	the	DET
cblr-1758	1145	117	case	case	NOUN
cblr-1758	1145	118	with	with	ADP
cblr-1758	1145	119	corporations.311	corporations.311	PROPN
cblr-1758	1145	120	chopra	chopra	PROPN
cblr-1758	1145	121	and	and	CCONJ
cblr-1758	1145	122	white	white	PROPN
cblr-1758	1145	123	also	also	ADV
cblr-1758	1145	124	believe	believe	VERB
cblr-1758	1145	125	that	that	SCONJ
cblr-1758	1145	126	obedience	obedience	NOUN
cblr-1758	1145	127	to	to	ADP
cblr-1758	1145	128	legal	legal	ADJ
cblr-1758	1145	129	obligations	obligation	NOUN
cblr-1758	1145	130	could	could	AUX
cblr-1758	1145	131	be	be	AUX
cblr-1758	1145	132	“	"	PUNCT
cblr-1758	1145	133	engineered	engineer	VERB
cblr-1758	1145	134	”	"	PUNCT
cblr-1758	1145	135	into	into	ADP
cblr-1758	1145	136	artificial	artificial	ADJ
cblr-1758	1145	137	agents	agent	NOUN
cblr-1758	1145	138	so	so	SCONJ
cblr-1758	1145	139	that	that	SCONJ
cblr-1758	1145	140	they	they	PRON
cblr-1758	1145	141	would	would	AUX
cblr-1758	1145	142	respond	respond	VERB
cblr-1758	1145	143	to	to	ADP
cblr-1758	1145	144	the	the	DET
cblr-1758	1145	145	threat	threat	NOUN
cblr-1758	1145	146	of	of	ADP
cblr-1758	1145	147	punishment	punishment	NOUN
cblr-1758	1145	148	by	by	ADP
cblr-1758	1145	149	modifying	modify	VERB
cblr-1758	1145	150	their	their	PRON
cblr-1758	1145	151	behavior.312	behavior.312	NOUN
cblr-1758	1145	152	additionally	additionally	ADV
cblr-1758	1145	153	,	,	PUNCT
cblr-1758	1145	154	chopra	chopra	PROPN
cblr-1758	1145	155	and	and	CCONJ
cblr-1758	1145	156	white	white	PROPN
cblr-1758	1145	157	suggest	suggest	VERB
cblr-1758	1145	158	two	two	NUM
cblr-1758	1145	159	ways	way	NOUN
cblr-1758	1145	160	to	to	PART
cblr-1758	1145	161	give	give	VERB
cblr-1758	1145	162	the	the	DET
cblr-1758	1145	163	“	"	PUNCT
cblr-1758	1145	164	legal	legal	ADJ
cblr-1758	1145	165	responsibility	responsibility	NOUN
cblr-1758	1146	1	[	[	X
cblr-1758	1146	2	of	of	ADP
cblr-1758	1146	3	artificial	artificial	ADJ
cblr-1758	1146	4	agents	agent	NOUN
cblr-1758	1146	5	]	]	PUNCT
cblr-1758	1147	1	some	some	DET
cblr-1758	1147	2	economic	economic	ADJ
cblr-1758	1147	3	meaning	meaning	NOUN
cblr-1758	1147	4	.	.	PUNCT
cblr-1758	1148	1	”313	”313	PUNCT
cblr-1758	1148	2	one	one	NUM
cblr-1758	1148	3	suggestion	suggestion	NOUN
cblr-1758	1148	4	is	be	AUX
cblr-1758	1148	5	to	to	PART
cblr-1758	1148	6	establish	establish	VERB
cblr-1758	1148	7	a	a	DET
cblr-1758	1148	8	“	"	PUNCT
cblr-1758	1148	9	register	register	NOUN
cblr-1758	1148	10	”	"	PUNCT
cblr-1758	1148	11	that	that	PRON
cblr-1758	1148	12	would	would	AUX
cblr-1758	1148	13	insure	insure	VERB
cblr-1758	1148	14	artificial	artificial	ADJ
cblr-1758	1148	15	agents	agent	NOUN
cblr-1758	1148	16	and	and	CCONJ
cblr-1758	1148	17	compensate	compensate	VERB
cblr-1758	1148	18	when	when	SCONJ
cblr-1758	1148	19	those	those	DET
cblr-1758	1148	20	agents	agent	NOUN
cblr-1758	1148	21	harm	harm	VERB
cblr-1758	1148	22	others.314	others.314	NOUN
cblr-1758	1148	23	the	the	DET
cblr-1758	1148	24	second	second	ADJ
cblr-1758	1148	25	suggestion	suggestion	NOUN
cblr-1758	1148	26	is	be	AUX
cblr-1758	1148	27	to	to	PART
cblr-1758	1148	28	rely	rely	VERB
cblr-1758	1148	29	on	on	ADP
cblr-1758	1148	30	tort	tort	NOUN
cblr-1758	1148	31	doctrines	doctrine	NOUN
cblr-1758	1148	32	such	such	ADJ
cblr-1758	1148	33	as	as	ADP
cblr-1758	1148	34	negligent	negligent	ADJ
cblr-1758	1148	35	supervision	supervision	NOUN
cblr-1758	1148	36	to	to	PART
cblr-1758	1148	37	place	place	VERB
cblr-1758	1148	38	liability	liability	NOUN
cblr-1758	1148	39	for	for	ADP
cblr-1758	1148	40	any	any	DET
cblr-1758	1148	41	harm	harm	NOUN
cblr-1758	1148	42	caused	cause	VERB
cblr-1758	1148	43	by	by	ADP
cblr-1758	1148	44	artificial	artificial	ADJ
cblr-1758	1148	45	agents	agent	NOUN
cblr-1758	1148	46	squarely	squarely	ADV
cblr-1758	1148	47	on	on	ADP
cblr-1758	1148	48	the	the	DET
cblr-1758	1148	49	users	user	NOUN
cblr-1758	1148	50	and	and	CCONJ
cblr-1758	1148	51	owners	owner	NOUN
cblr-1758	1148	52	of	of	ADP
cblr-1758	1148	53	the	the	DET
cblr-1758	1148	54	artificial	artificial	ADJ
cblr-1758	1148	55	agents.315	agents.315	PROPN
cblr-1758	1148	56	308	308	NUM
cblr-1758	1148	57	chopra	chopra	PROPN
cblr-1758	1148	58	&	&	CCONJ
cblr-1758	1148	59	white	white	PROPN
cblr-1758	1148	60	,	,	PUNCT
cblr-1758	1148	61	supra	supra	PROPN
cblr-1758	1148	62	note	note	PROPN
cblr-1758	1148	63	65	65	NUM
cblr-1758	1148	64	,	,	PUNCT
cblr-1758	1148	65	at	at	ADP
cblr-1758	1148	66	148–50	148–50	NUM
cblr-1758	1148	67	.	.	PUNCT
cblr-1758	1149	1	309	309	NUM
cblr-1758	1150	1	i	i	PRON
cblr-1758	1150	2	d.	d.	NOUN
cblr-1758	1150	3	at	at	ADP
cblr-1758	1150	4	149	149	NUM
cblr-1758	1150	5	.	.	PUNCT
cblr-1758	1151	1	310	310	NUM
cblr-1758	1152	1	i	i	PRON
cblr-1758	1152	2	d.	d.	VERB
cblr-1758	1152	3	at	at	ADP
cblr-1758	1152	4	148	148	NUM
cblr-1758	1152	5	.	.	PUNCT
cblr-1758	1153	1	311	311	NUM
cblr-1758	1153	2	i	i	NOUN
cblr-1758	1153	3	d.	d.	PROPN
cblr-1758	1153	4	at	at	ADP
cblr-1758	1153	5	167–69	167–69	NUM
cblr-1758	1153	6	(	(	PUNCT
cblr-1758	1153	7	describing	describe	VERB
cblr-1758	1153	8	the	the	DET
cblr-1758	1153	9	various	various	ADJ
cblr-1758	1153	10	ways	way	NOUN
cblr-1758	1153	11	in	in	ADP
cblr-1758	1153	12	which	which	PRON
cblr-1758	1153	13	artificial	artificial	ADJ
cblr-1758	1153	14	agents	agent	NOUN
cblr-1758	1153	15	could	could	AUX
cblr-1758	1153	16	be	be	AUX
cblr-1758	1153	17	punished	punish	VERB
cblr-1758	1153	18	and	and	CCONJ
cblr-1758	1153	19	how	how	SCONJ
cblr-1758	1153	20	that	that	PRON
cblr-1758	1153	21	would	would	AUX
cblr-1758	1153	22	relate	relate	VERB
cblr-1758	1153	23	to	to	ADP
cblr-1758	1153	24	the	the	DET
cblr-1758	1153	25	functions	function	NOUN
cblr-1758	1153	26	of	of	ADP
cblr-1758	1153	27	punishment	punishment	NOUN
cblr-1758	1153	28	)	)	PUNCT
cblr-1758	1153	29	.	.	PUNCT
cblr-1758	1154	1	see	see	VERB
cblr-1758	1154	2	also	also	ADV
cblr-1758	1154	3	neyfakh	neyfakh	PROPN
cblr-1758	1154	4	,	,	PUNCT
cblr-1758	1154	5	supra	supra	PROPN
cblr-1758	1154	6	note	note	PROPN
cblr-1758	1154	7	35	35	NUM
cblr-1758	1154	8	(	(	PUNCT
cblr-1758	1154	9	describing	describe	VERB
cblr-1758	1154	10	one	one	NUM
cblr-1758	1154	11	scientist	scientist	NOUN
cblr-1758	1154	12	’s	’s	PART
cblr-1758	1154	13	argument	argument	NOUN
cblr-1758	1154	14	that	that	SCONJ
cblr-1758	1154	15	a	a	DET
cblr-1758	1154	16	chess	chess	NOUN
cblr-1758	1154	17	-	-	PUNCT
cblr-1758	1154	18	playing	play	VERB
cblr-1758	1154	19	robot	robot	NOUN
cblr-1758	1154	20	would	would	AUX
cblr-1758	1154	21	understand	understand	VERB
cblr-1758	1154	22	the	the	DET
cblr-1758	1154	23	punishment	punishment	NOUN
cblr-1758	1154	24	of	of	ADP
cblr-1758	1154	25	being	be	AUX
cblr-1758	1154	26	de	de	ADJ
cblr-1758	1154	27	-	-	VERB
cblr-1758	1154	28	activated	activated	ADJ
cblr-1758	1154	29	as	as	ADP
cblr-1758	1154	30	resulting	result	VERB
cblr-1758	1154	31	in	in	ADP
cblr-1758	1154	32	a	a	DET
cblr-1758	1154	33	future	future	NOUN
cblr-1758	1154	34	without	without	ADP
cblr-1758	1154	35	any	any	DET
cblr-1758	1154	36	chess	chess	NOUN
cblr-1758	1154	37	games	game	NOUN
cblr-1758	1154	38	for	for	ADP
cblr-1758	1154	39	the	the	DET
cblr-1758	1154	40	robot	robot	NOUN
cblr-1758	1154	41	)	)	PUNCT
cblr-1758	1154	42	.	.	PUNCT
cblr-1758	1155	1	312	312	NUM
cblr-1758	1155	2	chopra	chopra	PROPN
cblr-1758	1155	3	&	&	CCONJ
cblr-1758	1155	4	white	white	PROPN
cblr-1758	1155	5	,	,	PUNCT
cblr-1758	1155	6	supra	supra	PROPN
cblr-1758	1155	7	note	note	PROPN
cblr-1758	1155	8	65	65	NUM
cblr-1758	1155	9	,	,	PUNCT
cblr-1758	1155	10	at	at	ADP
cblr-1758	1155	11	168	168	NUM
cblr-1758	1155	12	.	.	PUNCT
cblr-1758	1156	1	313	313	NUM
cblr-1758	1156	2	i	i	PROPN
cblr-1758	1156	3	d.	d.	PROPN
cblr-1758	1156	4	at	at	ADP
cblr-1758	1156	5	150	150	NUM
cblr-1758	1156	6	.	.	PUNCT
cblr-1758	1156	7	314	314	NUM
cblr-1758	1157	1	i	i	PRON
cblr-1758	1157	2	d.	d.	PROPN
cblr-1758	1157	3	at	at	ADP
cblr-1758	1157	4	149–50	149–50	NUM
cblr-1758	1157	5	.	.	PUNCT
cblr-1758	1158	1	315	315	NUM
cblr-1758	1158	2	i	i	PROPN
cblr-1758	1158	3	d.	d.	PROPN
cblr-1758	1158	4	scopino	scopino	VERB
cblr-1758	1158	5	–	–	PUNCT
cblr-1758	1158	6	final	final	ADJ
cblr-1758	1158	7	no	no	NOUN
cblr-1758	1158	8	.	.	PUNCT
cblr-1758	1159	1	2:439	2:439	NUM
cblr-1758	1159	2	]	]	X
cblr-1758	1159	3	the	the	DET
cblr-1758	1159	4	second	second	ADJ
cblr-1758	1159	5	machine	machine	NOUN
cblr-1758	1159	6	age	age	NOUN
cblr-1758	1159	7	515	515	NUM
cblr-1758	1159	8	fortunately	fortunately	ADV
cblr-1758	1159	9	,	,	PUNCT
cblr-1758	1159	10	one	one	PRON
cblr-1758	1159	11	does	do	AUX
cblr-1758	1159	12	not	not	PART
cblr-1758	1159	13	have	have	VERB
cblr-1758	1159	14	to	to	PART
cblr-1758	1159	15	answer	answer	VERB
cblr-1758	1159	16	the	the	DET
cblr-1758	1159	17	question	question	NOUN
cblr-1758	1159	18	of	of	ADP
cblr-1758	1159	19	whether	whether	SCONJ
cblr-1758	1159	20	atss	atss	ADJ
cblr-1758	1159	21	and	and	CCONJ
cblr-1758	1159	22	digital	digital	ADJ
cblr-1758	1159	23	intermediaries	intermediary	NOUN
cblr-1758	1159	24	should	should	AUX
cblr-1758	1159	25	be	be	AUX
cblr-1758	1159	26	accorded	accord	VERB
cblr-1758	1159	27	dependent	dependent	ADJ
cblr-1758	1159	28	legal	legal	ADJ
cblr-1758	1159	29	personhood	personhood	NOUN
cblr-1758	1159	30	to	to	PART
cblr-1758	1159	31	determine	determine	VERB
cblr-1758	1159	32	the	the	DET
cblr-1758	1159	33	most	most	ADV
cblr-1758	1159	34	effective	effective	ADJ
cblr-1758	1159	35	way	way	NOUN
cblr-1758	1159	36	to	to	PART
cblr-1758	1159	37	address	address	VERB
cblr-1758	1159	38	wrongdoing	wrongdoing	NOUN
cblr-1758	1159	39	.	.	PUNCT
cblr-1758	1160	1	at	at	ADP
cblr-1758	1160	2	least	least	ADJ
cblr-1758	1160	3	in	in	ADP
cblr-1758	1160	4	the	the	DET
cblr-1758	1160	5	foreseeable	foreseeable	ADJ
cblr-1758	1160	6	future	future	NOUN
cblr-1758	1160	7	,	,	PUNCT
cblr-1758	1160	8	it	it	PRON
cblr-1758	1160	9	appears	appear	VERB
cblr-1758	1160	10	unlikely	unlikely	ADJ
cblr-1758	1160	11	that	that	SCONJ
cblr-1758	1160	12	atss	atss	PROPN
cblr-1758	1160	13	and	and	CCONJ
cblr-1758	1160	14	digital	digital	ADJ
cblr-1758	1160	15	intermediaries	intermediary	NOUN
cblr-1758	1160	16	will	will	AUX
cblr-1758	1160	17	be	be	AUX
cblr-1758	1160	18	susceptible	susceptible	ADJ
cblr-1758	1160	19	to	to	ADP
cblr-1758	1160	20	punishment	punishment	NOUN
cblr-1758	1160	21	,	,	PUNCT
cblr-1758	1160	22	despite	despite	SCONJ
cblr-1758	1160	23	arguments	argument	NOUN
cblr-1758	1160	24	to	to	ADP
cblr-1758	1160	25	the	the	DET
cblr-1758	1160	26	contrary	contrary	NOUN
cblr-1758	1160	27	.	.	PUNCT
cblr-1758	1161	1	first	first	ADV
cblr-1758	1161	2	,	,	PUNCT
cblr-1758	1161	3	atss	atss	ADJ
cblr-1758	1161	4	and	and	CCONJ
cblr-1758	1161	5	digital	digital	ADJ
cblr-1758	1161	6	intermediaries	intermediary	NOUN
cblr-1758	1161	7	are	be	AUX
cblr-1758	1161	8	unlikely	unlikely	ADJ
cblr-1758	1161	9	to	to	PART
cblr-1758	1161	10	have	have	VERB
cblr-1758	1161	11	their	their	PRON
cblr-1758	1161	12	own	own	ADJ
cblr-1758	1161	13	funds	fund	NOUN
cblr-1758	1161	14	and	and	CCONJ
cblr-1758	1161	15	assets	asset	NOUN
cblr-1758	1161	16	with	with	ADP
cblr-1758	1161	17	which	which	PRON
cblr-1758	1161	18	to	to	PART
cblr-1758	1161	19	pay	pay	VERB
cblr-1758	1161	20	fines	fine	NOUN
cblr-1758	1161	21	and	and	CCONJ
cblr-1758	1161	22	sanctions.316	sanctions.316	VERB
cblr-1758	1161	23	second	second	ADJ
cblr-1758	1161	24	,	,	PUNCT
cblr-1758	1161	25	atss	atss	ADJ
cblr-1758	1161	26	and	and	CCONJ
cblr-1758	1161	27	digital	digital	ADJ
cblr-1758	1161	28	intermediaries	intermediary	NOUN
cblr-1758	1161	29	built	build	VERB
cblr-1758	1161	30	with	with	ADP
cblr-1758	1161	31	existing	exist	VERB
cblr-1758	1161	32	technology	technology	NOUN
cblr-1758	1161	33	do	do	AUX
cblr-1758	1161	34	not	not	PART
cblr-1758	1161	35	appear	appear	VERB
cblr-1758	1161	36	to	to	PART
cblr-1758	1161	37	be	be	AUX
cblr-1758	1161	38	sufficiently	sufficiently	ADV
cblr-1758	1161	39	autonomous	autonomous	ADJ
cblr-1758	1161	40	and	and	CCONJ
cblr-1758	1161	41	self	self	NOUN
cblr-1758	1161	42	-	-	PUNCT
cblr-1758	1161	43	aware	aware	ADJ
cblr-1758	1161	44	to	to	PART
cblr-1758	1161	45	fear	fear	VERB
cblr-1758	1161	46	the	the	DET
cblr-1758	1161	47	threat	threat	NOUN
cblr-1758	1161	48	of	of	ADP
cblr-1758	1161	49	punishment	punishment	NOUN
cblr-1758	1161	50	and	and	CCONJ
cblr-1758	1161	51	understand	understand	VERB
cblr-1758	1161	52	the	the	DET
cblr-1758	1161	53	moral	moral	ADJ
cblr-1758	1161	54	consequences	consequence	NOUN
cblr-1758	1161	55	of	of	ADP
cblr-1758	1161	56	violating	violate	VERB
cblr-1758	1161	57	the	the	DET
cblr-1758	1161	58	law.317	law.317	NOUN
cblr-1758	1161	59	as	as	ADP
cblr-1758	1161	60	a	a	DET
cblr-1758	1161	61	result	result	NOUN
cblr-1758	1161	62	,	,	PUNCT
cblr-1758	1161	63	any	any	DET
cblr-1758	1161	64	attempt	attempt	NOUN
cblr-1758	1161	65	to	to	PART
cblr-1758	1161	66	require	require	VERB
cblr-1758	1161	67	futures	future	NOUN
cblr-1758	1161	68	market	market	NOUN
cblr-1758	1161	69	digital	digital	ADJ
cblr-1758	1161	70	intermediaries	intermediary	NOUN
cblr-1758	1161	71	to	to	PART
cblr-1758	1161	72	act	act	VERB
cblr-1758	1161	73	within	within	ADP
cblr-1758	1161	74	the	the	DET
cblr-1758	1161	75	bounds	bound	NOUN
cblr-1758	1161	76	of	of	ADP
cblr-1758	1161	77	ethics	ethic	NOUN
cblr-1758	1161	78	and	and	CCONJ
cblr-1758	1161	79	the	the	DET
cblr-1758	1161	80	law	law	NOUN
cblr-1758	1161	81	will	will	AUX
cblr-1758	1161	82	likely	likely	ADV
cblr-1758	1161	83	involve	involve	VERB
cblr-1758	1161	84	holding	hold	VERB
cblr-1758	1161	85	existing	exist	VERB
cblr-1758	1161	86	types	type	NOUN
cblr-1758	1161	87	of	of	ADP
cblr-1758	1161	88	legal	legal	ADJ
cblr-1758	1161	89	persons––i.e	persons––i.e	NOUN
cblr-1758	1161	90	.	.	PUNCT
cblr-1758	1162	1	,	,	PUNCT
cblr-1758	1162	2	business	business	NOUN
cblr-1758	1162	3	entities	entity	NOUN
cblr-1758	1162	4	and	and	CCONJ
cblr-1758	1162	5	individuals––responsible	individuals––responsible	ADJ
cblr-1758	1162	6	for	for	ADP
cblr-1758	1162	7	the	the	DET
cblr-1758	1162	8	actions	action	NOUN
cblr-1758	1162	9	of	of	ADP
cblr-1758	1162	10	their	their	PRON
cblr-1758	1162	11	digital	digital	PROPN
cblr-1758	1162	12	intermediaries.318	intermediaries.318	PROPN
cblr-1758	1162	13	congress	congress	PROPN
cblr-1758	1162	14	and	and	CCONJ
cblr-1758	1162	15	the	the	DET
cblr-1758	1162	16	cftc	cftc	PROPN
cblr-1758	1162	17	ought	ought	AUX
cblr-1758	1162	18	to	to	PART
cblr-1758	1162	19	consider	consider	VERB
cblr-1758	1162	20	adopting	adopt	VERB
cblr-1758	1162	21	a	a	DET
cblr-1758	1162	22	negligence	negligence	NOUN
cblr-1758	1162	23	standard	standard	NOUN
cblr-1758	1162	24	using	use	VERB
cblr-1758	1162	25	concepts	concept	NOUN
cblr-1758	1162	26	imported	import	VERB
cblr-1758	1162	27	from	from	ADP
cblr-1758	1162	28	tort	tort	NOUN
cblr-1758	1162	29	law.319	law.319	ADP
cblr-1758	1162	30	a	a	DET
cblr-1758	1162	31	negligence	negligence	NOUN
cblr-1758	1162	32	standard	standard	NOUN
cblr-1758	1162	33	is	be	AUX
cblr-1758	1162	34	needed	need	VERB
cblr-1758	1162	35	to	to	PART
cblr-1758	1162	36	deter	deter	VERB
cblr-1758	1162	37	the	the	DET
cblr-1758	1162	38	human	human	ADJ
cblr-1758	1162	39	overseers	overseer	NOUN
cblr-1758	1162	40	of	of	ADP
cblr-1758	1162	41	digital	digital	ADJ
cblr-1758	1162	42	intermediaries	intermediary	NOUN
cblr-1758	1162	43	because	because	SCONJ
cblr-1758	1162	44	,	,	PUNCT
cblr-1758	1162	45	under	under	ADP
cblr-1758	1162	46	claims	claim	NOUN
cblr-1758	1162	47	that	that	PRON
cblr-1758	1162	48	require	require	VERB
cblr-1758	1162	49	proof	proof	NOUN
cblr-1758	1162	50	of	of	ADP
cblr-1758	1162	51	intent	intent	NOUN
cblr-1758	1162	52	or	or	CCONJ
cblr-1758	1162	53	scienter	scienter	NOUN
cblr-1758	1162	54	,	,	PUNCT
cblr-1758	1162	55	humans	human	NOUN
cblr-1758	1162	56	responsible	responsible	ADJ
cblr-1758	1162	57	316	316	NUM
cblr-1758	1162	58	i	i	PRON
cblr-1758	1162	59	am	be	AUX
cblr-1758	1162	60	not	not	PART
cblr-1758	1162	61	aware	aware	ADJ
cblr-1758	1162	62	of	of	ADP
cblr-1758	1162	63	anyone	anyone	PRON
cblr-1758	1162	64	setting	set	VERB
cblr-1758	1162	65	up	up	ADP
cblr-1758	1162	66	any	any	DET
cblr-1758	1162	67	kind	kind	NOUN
cblr-1758	1162	68	of	of	ADP
cblr-1758	1162	69	“	"	PUNCT
cblr-1758	1162	70	register	register	VERB
cblr-1758	1162	71	”	"	PUNCT
cblr-1758	1162	72	to	to	PART
cblr-1758	1162	73	insure	insure	VERB
cblr-1758	1162	74	artificial	artificial	ADJ
cblr-1758	1162	75	agents	agent	NOUN
cblr-1758	1162	76	.	.	PUNCT
cblr-1758	1163	1	i	i	PRON
cblr-1758	1163	2	also	also	ADV
cblr-1758	1163	3	am	be	AUX
cblr-1758	1163	4	not	not	PART
cblr-1758	1163	5	aware	aware	ADJ
cblr-1758	1163	6	of	of	ADP
cblr-1758	1163	7	any	any	DET
cblr-1758	1163	8	serious	serious	ADJ
cblr-1758	1163	9	movement	movement	NOUN
cblr-1758	1163	10	in	in	ADP
cblr-1758	1163	11	congress	congress	PROPN
cblr-1758	1163	12	to	to	PART
cblr-1758	1163	13	grant	grant	VERB
cblr-1758	1163	14	artificial	artificial	ADJ
cblr-1758	1163	15	agents	agent	NOUN
cblr-1758	1163	16	personhood	personhood	NOUN
cblr-1758	1163	17	so	so	SCONJ
cblr-1758	1163	18	they	they	PRON
cblr-1758	1163	19	could	could	AUX
cblr-1758	1163	20	own	own	VERB
cblr-1758	1163	21	property	property	NOUN
cblr-1758	1163	22	in	in	ADP
cblr-1758	1163	23	their	their	PRON
cblr-1758	1163	24	own	own	ADJ
cblr-1758	1163	25	names	name	NOUN
cblr-1758	1163	26	.	.	PUNCT
cblr-1758	1164	1	317	317	NUM
cblr-1758	1164	2	of	of	ADP
cblr-1758	1164	3	course	course	NOUN
cblr-1758	1164	4	,	,	PUNCT
cblr-1758	1164	5	that	that	PRON
cblr-1758	1164	6	could	could	AUX
cblr-1758	1164	7	change	change	VERB
cblr-1758	1164	8	with	with	ADP
cblr-1758	1164	9	time	time	NOUN
cblr-1758	1164	10	.	.	PUNCT
cblr-1758	1165	1	318	318	NUM
cblr-1758	1165	2	this	this	DET
cblr-1758	1165	3	approach	approach	NOUN
cblr-1758	1165	4	is	be	AUX
cblr-1758	1165	5	consistent	consistent	ADJ
cblr-1758	1165	6	with	with	ADP
cblr-1758	1165	7	the	the	DET
cblr-1758	1165	8	analysis	analysis	NOUN
cblr-1758	1165	9	of	of	ADP
cblr-1758	1165	10	chopra	chopra	PROPN
cblr-1758	1165	11	and	and	CCONJ
cblr-1758	1165	12	white	white	ADJ
cblr-1758	1165	13	.	.	PUNCT
cblr-1758	1166	1	as	as	SCONJ
cblr-1758	1166	2	mentioned	mention	VERB
cblr-1758	1166	3	,	,	PUNCT
cblr-1758	1166	4	they	they	PRON
cblr-1758	1166	5	seem	seem	VERB
cblr-1758	1166	6	to	to	PART
cblr-1758	1166	7	accept	accept	VERB
cblr-1758	1166	8	that	that	PRON
cblr-1758	1166	9	,	,	PUNCT
cblr-1758	1166	10	for	for	ADP
cblr-1758	1166	11	the	the	DET
cblr-1758	1166	12	time	time	NOUN
cblr-1758	1166	13	being	be	AUX
cblr-1758	1166	14	,	,	PUNCT
cblr-1758	1166	15	initiatives	initiative	NOUN
cblr-1758	1166	16	aimed	aim	VERB
cblr-1758	1166	17	at	at	ADP
cblr-1758	1166	18	assigning	assign	VERB
cblr-1758	1166	19	liability	liability	NOUN
cblr-1758	1166	20	for	for	ADP
cblr-1758	1166	21	the	the	DET
cblr-1758	1166	22	illegal	illegal	ADJ
cblr-1758	1166	23	actions	action	NOUN
cblr-1758	1166	24	of	of	ADP
cblr-1758	1166	25	autonomous	autonomous	ADJ
cblr-1758	1166	26	artificial	artificial	ADJ
cblr-1758	1166	27	agents	agent	NOUN
cblr-1758	1166	28	probably	probably	ADV
cblr-1758	1166	29	will	will	AUX
cblr-1758	1166	30	focus	focus	VERB
cblr-1758	1166	31	on	on	ADP
cblr-1758	1166	32	holding	hold	VERB
cblr-1758	1166	33	the	the	DET
cblr-1758	1166	34	owners	owner	NOUN
cblr-1758	1166	35	and	and	CCONJ
cblr-1758	1166	36	users	user	NOUN
cblr-1758	1166	37	of	of	ADP
cblr-1758	1166	38	artificial	artificial	ADJ
cblr-1758	1166	39	agents	agent	NOUN
cblr-1758	1166	40	liable	liable	ADJ
cblr-1758	1166	41	under	under	ADP
cblr-1758	1166	42	tort	tort	NOUN
cblr-1758	1166	43	law	law	NOUN
cblr-1758	1166	44	doctrines	doctrine	NOUN
cblr-1758	1166	45	.	.	PUNCT
cblr-1758	1167	1	see	see	VERB
cblr-1758	1167	2	chopra	chopra	PROPN
cblr-1758	1167	3	&	&	CCONJ
cblr-1758	1167	4	white	white	PROPN
cblr-1758	1167	5	,	,	PUNCT
cblr-1758	1167	6	supra	supra	PROPN
cblr-1758	1167	7	note	note	PROPN
cblr-1758	1167	8	65	65	NUM
cblr-1758	1167	9	,	,	PUNCT
cblr-1758	1167	10	at	at	ADP
cblr-1758	1167	11	149–50	149–50	NUM
cblr-1758	1167	12	.	.	PUNCT
cblr-1758	1168	1	319	319	NUM
cblr-1758	1168	2	keeton	keeton	PROPN
cblr-1758	1168	3	et	et	PROPN
cblr-1758	1168	4	al	al	PROPN
cblr-1758	1168	5	.	.	PROPN
cblr-1758	1168	6	,	,	PUNCT
cblr-1758	1168	7	supra	supra	PROPN
cblr-1758	1168	8	note	note	PROPN
cblr-1758	1168	9	164	164	NUM
cblr-1758	1168	10	,	,	PUNCT
cblr-1758	1168	11	§	§	PROPN
cblr-1758	1168	12	32	32	NUM
cblr-1758	1168	13	,	,	PUNCT
cblr-1758	1168	14	at	at	ADP
cblr-1758	1168	15	175	175	NUM
cblr-1758	1168	16	(	(	PUNCT
cblr-1758	1168	17	concluding	conclude	VERB
cblr-1758	1168	18	that	that	SCONJ
cblr-1758	1168	19	“	"	PUNCT
cblr-1758	1168	20	negligence	negligence	NOUN
cblr-1758	1168	21	is	be	AUX
cblr-1758	1168	22	a	a	DET
cblr-1758	1168	23	failure	failure	NOUN
cblr-1758	1168	24	to	to	PART
cblr-1758	1168	25	do	do	AUX
cblr-1758	1168	26	what	what	PRON
cblr-1758	1168	27	the	the	DET
cblr-1758	1168	28	reasonable	reasonable	ADJ
cblr-1758	1168	29	person	person	NOUN
cblr-1758	1168	30	would	would	AUX
cblr-1758	1168	31	do	do	VERB
cblr-1758	1168	32	”	"	PUNCT
cblr-1758	1168	33	under	under	ADP
cblr-1758	1168	34	like	like	ADJ
cblr-1758	1168	35	circumstances	circumstance	NOUN
cblr-1758	1168	36	)	)	PUNCT
cblr-1758	1168	37	.	.	PUNCT
cblr-1758	1169	1	chopra	chopra	PROPN
cblr-1758	1169	2	and	and	CCONJ
cblr-1758	1169	3	white	white	PROPN
cblr-1758	1169	4	provide	provide	VERB
cblr-1758	1169	5	an	an	DET
cblr-1758	1169	6	excellent	excellent	ADJ
cblr-1758	1169	7	,	,	PUNCT
cblr-1758	1169	8	thorough	thorough	ADJ
cblr-1758	1169	9	analysis	analysis	NOUN
cblr-1758	1169	10	of	of	ADP
cblr-1758	1169	11	potential	potential	ADJ
cblr-1758	1169	12	ways	way	NOUN
cblr-1758	1169	13	that	that	PRON
cblr-1758	1169	14	one	one	PRON
cblr-1758	1169	15	could	could	AUX
cblr-1758	1169	16	use	use	VERB
cblr-1758	1169	17	tort	tort	NOUN
cblr-1758	1169	18	law	law	NOUN
cblr-1758	1169	19	doctrines	doctrine	NOUN
cblr-1758	1169	20	to	to	PART
cblr-1758	1169	21	impose	impose	VERB
cblr-1758	1169	22	liability	liability	NOUN
cblr-1758	1169	23	for	for	ADP
cblr-1758	1169	24	the	the	DET
cblr-1758	1169	25	acts	act	NOUN
cblr-1758	1169	26	of	of	ADP
cblr-1758	1169	27	artificial	artificial	ADJ
cblr-1758	1169	28	agents	agent	NOUN
cblr-1758	1169	29	.	.	PUNCT
cblr-1758	1170	1	see	see	VERB
cblr-1758	1170	2	chopra	chopra	PROPN
cblr-1758	1170	3	&	&	CCONJ
cblr-1758	1170	4	white	white	PROPN
cblr-1758	1170	5	,	,	PUNCT
cblr-1758	1170	6	supra	supra	PROPN
cblr-1758	1170	7	note	note	PROPN
cblr-1758	1170	8	65	65	NUM
cblr-1758	1170	9	,	,	PUNCT
cblr-1758	1170	10	at	at	ADP
cblr-1758	1170	11	119–52	119–52	NUM
cblr-1758	1170	12	.	.	PUNCT
cblr-1758	1171	1	scopino	scopino	PROPN
cblr-1758	1171	2	–	–	PUNCT
cblr-1758	1171	3	final	final	ADJ
cblr-1758	1171	4	516	516	NUM
cblr-1758	1171	5	columbia	columbia	PROPN
cblr-1758	1171	6	business	business	NOUN
cblr-1758	1171	7	law	law	NOUN
cblr-1758	1171	8	review	review	NOUN
cblr-1758	1172	1	[	[	X
cblr-1758	1172	2	vol	vol	NOUN
cblr-1758	1172	3	.	.	NOUN
cblr-1758	1172	4	2015	2015	NUM
cblr-1758	1172	5	for	for	ADP
cblr-1758	1172	6	supervising	supervise	VERB
cblr-1758	1172	7	atss	atss	ADJ
cblr-1758	1172	8	or	or	CCONJ
cblr-1758	1172	9	digital	digital	ADJ
cblr-1758	1172	10	intermediaries	intermediary	NOUN
cblr-1758	1172	11	could	could	AUX
cblr-1758	1172	12	escape	escape	VERB
cblr-1758	1172	13	liability	liability	NOUN
cblr-1758	1172	14	by	by	ADP
cblr-1758	1172	15	simply	simply	ADV
cblr-1758	1172	16	denying	deny	VERB
cblr-1758	1172	17	any	any	DET
cblr-1758	1172	18	intention	intention	NOUN
cblr-1758	1172	19	for	for	ADP
cblr-1758	1172	20	the	the	DET
cblr-1758	1172	21	atss	atss	ADJ
cblr-1758	1172	22	or	or	CCONJ
cblr-1758	1172	23	digital	digital	ADJ
cblr-1758	1172	24	intermediaries	intermediary	NOUN
cblr-1758	1172	25	to	to	PART
cblr-1758	1172	26	do	do	AUX
cblr-1758	1172	27	anything	anything	PRON
cblr-1758	1172	28	illegal	illegal	ADJ
cblr-1758	1172	29	or	or	CCONJ
cblr-1758	1172	30	improper.320	improper.320	NOUN
cblr-1758	1172	31	indeed	indeed	ADV
cblr-1758	1172	32	,	,	PUNCT
cblr-1758	1172	33	such	such	ADJ
cblr-1758	1172	34	denials	denial	NOUN
cblr-1758	1172	35	would	would	AUX
cblr-1758	1172	36	probably	probably	ADV
cblr-1758	1172	37	be	be	AUX
cblr-1758	1172	38	truthful	truthful	ADJ
cblr-1758	1172	39	in	in	ADP
cblr-1758	1172	40	circumstances	circumstance	NOUN
cblr-1758	1172	41	involving	involve	VERB
cblr-1758	1172	42	self	self	NOUN
cblr-1758	1172	43	-	-	PUNCT
cblr-1758	1172	44	learning	learning	NOUN
cblr-1758	1172	45	or	or	CCONJ
cblr-1758	1172	46	self	self	NOUN
cblr-1758	1172	47	-	-	PUNCT
cblr-1758	1172	48	modifying	modify	VERB
cblr-1758	1172	49	software	software	NOUN
cblr-1758	1172	50	programs.321	programs.321	PROPN
cblr-1758	1172	51	for	for	ADP
cblr-1758	1172	52	a	a	DET
cblr-1758	1172	53	negligence	negligence	NOUN
cblr-1758	1172	54	standard	standard	NOUN
cblr-1758	1172	55	to	to	PART
cblr-1758	1172	56	be	be	AUX
cblr-1758	1172	57	effective	effective	ADJ
cblr-1758	1172	58	,	,	PUNCT
cblr-1758	1172	59	however	however	ADV
cblr-1758	1172	60	,	,	PUNCT
cblr-1758	1172	61	the	the	DET
cblr-1758	1172	62	cftc––perhaps	cftc––perhaps	PROPN
cblr-1758	1172	63	in	in	ADP
cblr-1758	1172	64	conjunction	conjunction	NOUN
cblr-1758	1172	65	with	with	ADP
cblr-1758	1172	66	the	the	DET
cblr-1758	1172	67	nfa	nfa	PROPN
cblr-1758	1172	68	and	and	CCONJ
cblr-1758	1172	69	market	market	NOUN
cblr-1758	1172	70	participants––would	participants––would	AUX
cblr-1758	1172	71	have	have	VERB
cblr-1758	1172	72	to	to	PART
cblr-1758	1172	73	promulgate	promulgate	VERB
cblr-1758	1172	74	specific	specific	ADJ
cblr-1758	1172	75	best	good	ADJ
cblr-1758	1172	76	practices	practice	NOUN
cblr-1758	1172	77	for	for	ADP
cblr-1758	1172	78	designing	designing	NOUN
cblr-1758	1172	79	,	,	PUNCT
cblr-1758	1172	80	monitoring	monitoring	NOUN
cblr-1758	1172	81	,	,	PUNCT
cblr-1758	1172	82	and	and	CCONJ
cblr-1758	1172	83	operating	operate	VERB
cblr-1758	1172	84	atss	atss	NOUN
cblr-1758	1172	85	and	and	CCONJ
cblr-1758	1172	86	digital	digital	PROPN
cblr-1758	1172	87	intermediaries.322	intermediaries.322	PROPN
cblr-1758	1172	88	those	those	DET
cblr-1758	1172	89	guidelines	guideline	NOUN
cblr-1758	1172	90	would	would	AUX
cblr-1758	1172	91	then	then	ADV
cblr-1758	1172	92	set	set	VERB
cblr-1758	1172	93	the	the	DET
cblr-1758	1172	94	appropriate	appropriate	ADJ
cblr-1758	1172	95	standard	standard	NOUN
cblr-1758	1172	96	of	of	ADP
cblr-1758	1172	97	care	care	NOUN
cblr-1758	1172	98	.	.	PUNCT
cblr-1758	1173	1	another	another	DET
cblr-1758	1173	2	benefit	benefit	NOUN
cblr-1758	1173	3	of	of	ADP
cblr-1758	1173	4	negligence	negligence	NOUN
cblr-1758	1173	5	-	-	PUNCT
cblr-1758	1173	6	based	base	VERB
cblr-1758	1173	7	liability	liability	NOUN
cblr-1758	1173	8	is	be	AUX
cblr-1758	1173	9	that	that	SCONJ
cblr-1758	1173	10	it	it	PRON
cblr-1758	1173	11	is	be	AUX
cblr-1758	1173	12	not	not	PART
cblr-1758	1173	13	overly	overly	ADV
cblr-1758	1173	14	harsh	harsh	ADJ
cblr-1758	1173	15	.	.	PUNCT
cblr-1758	1174	1	negligence	negligence	NOUN
cblr-1758	1174	2	standards	standard	NOUN
cblr-1758	1174	3	require	require	VERB
cblr-1758	1174	4	only	only	ADV
cblr-1758	1174	5	that	that	SCONJ
cblr-1758	1174	6	one	one	NUM
cblr-1758	1174	7	act	act	NOUN
cblr-1758	1174	8	reasonably	reasonably	ADV
cblr-1758	1174	9	.	.	PUNCT
cblr-1758	1175	1	therefore	therefore	ADV
cblr-1758	1175	2	,	,	PUNCT
cblr-1758	1175	3	a	a	DET
cblr-1758	1175	4	person	person	NOUN
cblr-1758	1175	5	would	would	AUX
cblr-1758	1175	6	not	not	PART
cblr-1758	1175	7	be	be	AUX
cblr-1758	1175	8	liable	liable	ADJ
cblr-1758	1175	9	for	for	ADP
cblr-1758	1175	10	the	the	DET
cblr-1758	1175	11	improper	improper	ADJ
cblr-1758	1175	12	acts	act	NOUN
cblr-1758	1175	13	of	of	ADP
cblr-1758	1175	14	an	an	DET
cblr-1758	1175	15	artificial	artificial	ADJ
cblr-1758	1175	16	agent	agent	NOUN
cblr-1758	1175	17	that	that	PRON
cblr-1758	1175	18	could	could	AUX
cblr-1758	1175	19	not	not	PART
cblr-1758	1175	20	have	have	AUX
cblr-1758	1175	21	been	be	AUX
cblr-1758	1175	22	predicted	predict	VERB
cblr-1758	1175	23	or	or	CCONJ
cblr-1758	1175	24	prevented	prevent	VERB
cblr-1758	1175	25	by	by	ADP
cblr-1758	1175	26	someone	someone	PRON
cblr-1758	1175	27	who	who	PRON
cblr-1758	1175	28	was	be	AUX
cblr-1758	1175	29	following	follow	VERB
cblr-1758	1175	30	the	the	DET
cblr-1758	1175	31	industry	industry	NOUN
cblr-1758	1175	32	’s	’s	PART
cblr-1758	1175	33	best	good	ADJ
cblr-1758	1175	34	practices	practice	NOUN
cblr-1758	1175	35	.	.	PUNCT
cblr-1758	1176	1	because	because	SCONJ
cblr-1758	1176	2	tort	tort	NOUN
cblr-1758	1176	3	-	-	PUNCT
cblr-1758	1176	4	style	style	NOUN
cblr-1758	1176	5	liability	liability	NOUN
cblr-1758	1176	6	for	for	ADP
cblr-1758	1176	7	legal	legal	ADJ
cblr-1758	1176	8	persons	person	NOUN
cblr-1758	1176	9	whose	whose	DET
cblr-1758	1176	10	automated	automate	VERB
cblr-1758	1176	11	computers	computer	NOUN
cblr-1758	1176	12	and	and	CCONJ
cblr-1758	1176	13	software	software	NOUN
cblr-1758	1176	14	programs	program	NOUN
cblr-1758	1176	15	violate	violate	VERB
cblr-1758	1176	16	the	the	DET
cblr-1758	1176	17	law	law	NOUN
cblr-1758	1176	18	or	or	CCONJ
cblr-1758	1176	19	cftc	cftc	PROPN
cblr-1758	1176	20	regulations	regulation	NOUN
cblr-1758	1176	21	offers	offer	VERB
cblr-1758	1176	22	the	the	DET
cblr-1758	1176	23	best	good	ADJ
cblr-1758	1176	24	protection	protection	NOUN
cblr-1758	1176	25	from	from	ADP
cblr-1758	1176	26	systemic	systemic	ADJ
cblr-1758	1176	27	risk	risk	NOUN
cblr-1758	1176	28	and	and	CCONJ
cblr-1758	1176	29	disruptive	disruptive	ADJ
cblr-1758	1176	30	action	action	NOUN
cblr-1758	1176	31	,	,	PUNCT
cblr-1758	1176	32	congress	congress	PROPN
cblr-1758	1176	33	should	should	AUX
cblr-1758	1176	34	amend	amend	VERB
cblr-1758	1176	35	the	the	DET
cblr-1758	1176	36	cea	cea	PROPN
cblr-1758	1176	37	to	to	PART
cblr-1758	1176	38	provide	provide	VERB
cblr-1758	1176	39	for	for	ADP
cblr-1758	1176	40	such	such	ADJ
cblr-1758	1176	41	causes	cause	NOUN
cblr-1758	1176	42	of	of	ADP
cblr-1758	1176	43	action	action	NOUN
cblr-1758	1176	44	.	.	PUNCT
cblr-1758	1177	1	as	as	SCONJ
cblr-1758	1177	2	it	it	PRON
cblr-1758	1177	3	stands	stand	VERB
cblr-1758	1177	4	,	,	PUNCT
cblr-1758	1177	5	the	the	DET
cblr-1758	1177	6	cea	cea	PROPN
cblr-1758	1177	7	does	do	AUX
cblr-1758	1177	8	not	not	PART
cblr-1758	1177	9	contain	contain	VERB
cblr-1758	1177	10	a	a	DET
cblr-1758	1177	11	civil	civil	ADJ
cblr-1758	1177	12	enforcement	enforcement	NOUN
cblr-1758	1177	13	or	or	CCONJ
cblr-1758	1177	14	a	a	DET
cblr-1758	1177	15	private	private	ADJ
cblr-1758	1177	16	cause	cause	NOUN
cblr-1758	1177	17	of	of	ADP
cblr-1758	1177	18	320	320	NUM
cblr-1758	1177	19	see	see	NOUN
cblr-1758	1177	20	scopino	scopino	NOUN
cblr-1758	1177	21	,	,	PUNCT
cblr-1758	1177	22	do	do	VERB
cblr-1758	1177	23	atss	atss	DET
cblr-1758	1177	24	dream	dream	NOUN
cblr-1758	1177	25	?	?	PUNCT
cblr-1758	1177	26	,	,	PUNCT
cblr-1758	1177	27	supra	supra	PROPN
cblr-1758	1177	28	note	note	PROPN
cblr-1758	1177	29	19	19	NUM
cblr-1758	1177	30	,	,	PUNCT
cblr-1758	1177	31	at	at	ADP
cblr-1758	1177	32	250–54	250–54	NUM
cblr-1758	1177	33	.	.	PROPN
cblr-1758	1177	34	321	321	NUM
cblr-1758	1177	35	jorge	jorge	PROPN
cblr-1758	1177	36	martins	martins	PROPN
cblr-1758	1177	37	rosa	rosa	PROPN
cblr-1758	1177	38	,	,	PUNCT
cblr-1758	1177	39	slaves	slave	NOUN
cblr-1758	1177	40	,	,	PUNCT
cblr-1758	1177	41	vending	vend	VERB
cblr-1758	1177	42	machines	machine	NOUN
cblr-1758	1177	43	,	,	PUNCT
cblr-1758	1177	44	and	and	CCONJ
cblr-1758	1177	45	bots	bot	NOUN
cblr-1758	1177	46	,	,	PUNCT
cblr-1758	1177	47	extrapolation	extrapolation	NOUN
cblr-1758	1177	48	235	235	NUM
cblr-1758	1177	49	,	,	PUNCT
cblr-1758	1177	50	237	237	NUM
cblr-1758	1177	51	(	(	PUNCT
cblr-1758	1177	52	2013	2013	NUM
cblr-1758	1177	53	)	)	PUNCT
cblr-1758	1177	54	(	(	PUNCT
cblr-1758	1177	55	reviewing	review	VERB
cblr-1758	1177	56	chopra	chopra	PROPN
cblr-1758	1177	57	&	&	CCONJ
cblr-1758	1177	58	white	white	PROPN
cblr-1758	1177	59	,	,	PUNCT
cblr-1758	1177	60	supra	supra	PROPN
cblr-1758	1177	61	note	note	PROPN
cblr-1758	1177	62	65	65	NUM
cblr-1758	1177	63	)	)	PUNCT
cblr-1758	1177	64	(	(	PUNCT
cblr-1758	1177	65	stating	state	VERB
cblr-1758	1177	66	that	that	SCONJ
cblr-1758	1177	67	,	,	PUNCT
cblr-1758	1177	68	in	in	ADP
cblr-1758	1177	69	the	the	DET
cblr-1758	1177	70	case	case	NOUN
cblr-1758	1177	71	of	of	ADP
cblr-1758	1177	72	a	a	DET
cblr-1758	1177	73	self	self	NOUN
cblr-1758	1177	74	-	-	PUNCT
cblr-1758	1177	75	modifying	modify	VERB
cblr-1758	1177	76	program	program	NOUN
cblr-1758	1177	77	,	,	PUNCT
cblr-1758	1177	78	“	"	PUNCT
cblr-1758	1177	79	it	it	PRON
cblr-1758	1177	80	will	will	AUX
cblr-1758	1177	81	appear	appear	VERB
cblr-1758	1177	82	harder	hard	ADV
cblr-1758	1177	83	to	to	PART
cblr-1758	1177	84	trace	trace	VERB
cblr-1758	1177	85	the	the	DET
cblr-1758	1177	86	origin	origin	NOUN
cblr-1758	1177	87	of	of	ADP
cblr-1758	1177	88	the	the	DET
cblr-1758	1177	89	defect	defect	NOUN
cblr-1758	1177	90	back	back	ADV
cblr-1758	1177	91	to	to	ADP
cblr-1758	1177	92	the	the	DET
cblr-1758	1177	93	programmer	programmer	NOUN
cblr-1758	1177	94	or	or	CCONJ
cblr-1758	1177	95	manufacturer	manufacturer	NOUN
cblr-1758	1177	96	”	"	PUNCT
cblr-1758	1177	97	)	)	PUNCT
cblr-1758	1177	98	;	;	PUNCT
cblr-1758	1178	1	neyfakh	neyfakh	PROPN
cblr-1758	1178	2	,	,	PUNCT
cblr-1758	1178	3	supra	supra	PROPN
cblr-1758	1178	4	note	note	PROPN
cblr-1758	1178	5	35	35	NUM
cblr-1758	1178	6	(	(	PUNCT
cblr-1758	1178	7	“	"	PUNCT
cblr-1758	1178	8	such	such	DET
cblr-1758	1178	9	a	a	DET
cblr-1758	1178	10	machine	machine	NOUN
cblr-1758	1178	11	will	will	AUX
cblr-1758	1178	12	not	not	PART
cblr-1758	1178	13	just	just	ADV
cblr-1758	1178	14	be	be	AUX
cblr-1758	1178	15	following	follow	VERB
cblr-1758	1178	16	orders	order	NOUN
cblr-1758	1178	17	,	,	PUNCT
cblr-1758	1178	18	but	but	CCONJ
cblr-1758	1178	19	doing	do	VERB
cblr-1758	1178	20	something	something	PRON
cblr-1758	1178	21	it	it	PRON
cblr-1758	1178	22	came	come	VERB
cblr-1758	1178	23	up	up	ADP
cblr-1758	1178	24	with	with	ADP
cblr-1758	1178	25	on	on	ADP
cblr-1758	1178	26	its	its	PRON
cblr-1758	1178	27	own	own	ADJ
cblr-1758	1178	28	,	,	PUNCT
cblr-1758	1178	29	such	such	ADJ
cblr-1758	1178	30	that	that	SCONJ
cblr-1758	1178	31	its	its	PRON
cblr-1758	1178	32	actions	action	NOUN
cblr-1758	1178	33	are	be	AUX
cblr-1758	1178	34	at	at	ADP
cblr-1758	1178	35	a	a	DET
cblr-1758	1178	36	great	great	ADJ
cblr-1758	1178	37	remove	remove	NOUN
cblr-1758	1178	38	from	from	ADP
cblr-1758	1178	39	whoever	whoever	PRON
cblr-1758	1178	40	originally	originally	ADV
cblr-1758	1178	41	programmed	program	VERB
cblr-1758	1178	42	it	it	PRON
cblr-1758	1178	43	.	.	PUNCT
cblr-1758	1178	44	”	"	PUNCT
cblr-1758	1178	45	)	)	PUNCT
cblr-1758	1178	46	.	.	PUNCT
cblr-1758	1179	1	322	322	NUM
cblr-1758	1179	2	for	for	ADP
cblr-1758	1179	3	example	example	NOUN
cblr-1758	1179	4	,	,	PUNCT
cblr-1758	1179	5	industry	industry	NOUN
cblr-1758	1179	6	best	good	ADJ
cblr-1758	1179	7	practices	practice	NOUN
cblr-1758	1179	8	could	could	AUX
cblr-1758	1179	9	describe	describe	VERB
cblr-1758	1179	10	how	how	SCONJ
cblr-1758	1179	11	long	long	ADJ
cblr-1758	1179	12	algorithms	algorithm	NOUN
cblr-1758	1179	13	should	should	AUX
cblr-1758	1179	14	be	be	AUX
cblr-1758	1179	15	tested	test	VERB
cblr-1758	1179	16	before	before	ADP
cblr-1758	1179	17	being	be	AUX
cblr-1758	1179	18	used	use	VERB
cblr-1758	1179	19	to	to	PART
cblr-1758	1179	20	actually	actually	ADV
cblr-1758	1179	21	trade	trade	VERB
cblr-1758	1179	22	in	in	ADP
cblr-1758	1179	23	financial	financial	ADJ
cblr-1758	1179	24	markets	market	NOUN
cblr-1758	1179	25	.	.	PUNCT
cblr-1758	1180	1	see	see	VERB
cblr-1758	1180	2	concept	concept	NOUN
cblr-1758	1180	3	release	release	NOUN
cblr-1758	1180	4	on	on	ADP
cblr-1758	1180	5	risk	risk	NOUN
cblr-1758	1180	6	controls	control	NOUN
cblr-1758	1180	7	and	and	CCONJ
cblr-1758	1180	8	system	system	NOUN
cblr-1758	1180	9	safeguards	safeguard	NOUN
cblr-1758	1180	10	for	for	ADP
cblr-1758	1180	11	automated	automate	VERB
cblr-1758	1180	12	trading	trading	NOUN
cblr-1758	1180	13	environments	environment	NOUN
cblr-1758	1180	14	,	,	PUNCT
cblr-1758	1180	15	78	78	NUM
cblr-1758	1180	16	fed	feed	VERB
cblr-1758	1180	17	.	.	PUNCT
cblr-1758	1181	1	reg	reg	PROPN
cblr-1758	1181	2	.	.	PUNCT
cblr-1758	1182	1	at	at	ADP
cblr-1758	1182	2	56,549	56,549	NUM
cblr-1758	1182	3	.	.	PUNCT
cblr-1758	1183	1	other	other	ADJ
cblr-1758	1183	2	best	good	ADJ
cblr-1758	1183	3	practices	practice	NOUN
cblr-1758	1183	4	could	could	AUX
cblr-1758	1183	5	involve	involve	VERB
cblr-1758	1183	6	standards	standard	NOUN
cblr-1758	1183	7	for	for	ADP
cblr-1758	1183	8	the	the	DET
cblr-1758	1183	9	use	use	NOUN
cblr-1758	1183	10	of	of	ADP
cblr-1758	1183	11	kill	kill	NOUN
cblr-1758	1183	12	switches	switch	NOUN
cblr-1758	1183	13	,	,	PUNCT
cblr-1758	1183	14	as	as	ADV
cblr-1758	1183	15	well	well	ADV
cblr-1758	1183	16	as	as	ADP
cblr-1758	1183	17	“	"	PUNCT
cblr-1758	1183	18	ats	ats	PROPN
cblr-1758	1183	19	monitoring	monitoring	NOUN
cblr-1758	1183	20	and	and	CCONJ
cblr-1758	1183	21	supervision	supervision	NOUN
cblr-1758	1183	22	standards	standard	NOUN
cblr-1758	1183	23	,	,	PUNCT
cblr-1758	1183	24	[	[	X
cblr-1758	1183	25	and	and	CCONJ
cblr-1758	1183	26	]	]	X
cblr-1758	1183	27	pre	pre	ADJ
cblr-1758	1183	28	-	-	ADJ
cblr-1758	1183	29	established	established	ADJ
cblr-1758	1183	30	crisis	crisis	NOUN
cblr-1758	1183	31	management	management	NOUN
cblr-1758	1183	32	protocols	protocol	NOUN
cblr-1758	1183	33	.	.	PUNCT
cblr-1758	1183	34	”	"	PUNCT
cblr-1758	1184	1	i	i	PRON
cblr-1758	1184	2	d.	d.	PROPN
cblr-1758	1184	3	scopino	scopino	VERB
cblr-1758	1184	4	–	–	PUNCT
cblr-1758	1184	5	final	final	ADJ
cblr-1758	1184	6	no	no	NOUN
cblr-1758	1184	7	.	.	PUNCT
cblr-1758	1185	1	2:439	2:439	NUM
cblr-1758	1185	2	]	]	X
cblr-1758	1185	3	the	the	DET
cblr-1758	1185	4	second	second	ADJ
cblr-1758	1185	5	machine	machine	NOUN
cblr-1758	1185	6	age	age	NOUN
cblr-1758	1185	7	517	517	NUM
cblr-1758	1185	8	action	action	NOUN
cblr-1758	1185	9	for	for	ADP
cblr-1758	1185	10	tort	tort	NOUN
cblr-1758	1185	11	liability	liability	NOUN
cblr-1758	1185	12	against	against	ADP
cblr-1758	1185	13	such	such	ADJ
cblr-1758	1185	14	persons.323	persons.323	NOUN
cblr-1758	1185	15	in	in	ADP
cblr-1758	1185	16	the	the	DET
cblr-1758	1185	17	meantime	meantime	NOUN
cblr-1758	1185	18	,	,	PUNCT
cblr-1758	1185	19	the	the	DET
cblr-1758	1185	20	cftc	cftc	PROPN
cblr-1758	1185	21	probably	probably	ADV
cblr-1758	1185	22	could	could	AUX
cblr-1758	1185	23	,	,	PUNCT
cblr-1758	1185	24	with	with	ADP
cblr-1758	1185	25	its	its	PRON
cblr-1758	1185	26	rulemaking	rulemaking	NOUN
cblr-1758	1185	27	authority	authority	NOUN
cblr-1758	1185	28	,	,	PUNCT
cblr-1758	1185	29	follow	follow	VERB
cblr-1758	1185	30	the	the	DET
cblr-1758	1185	31	lead	lead	NOUN
cblr-1758	1185	32	of	of	ADP
cblr-1758	1185	33	finra	finra	PROPN
cblr-1758	1185	34	’s	’s	PART
cblr-1758	1185	35	proposals324	proposals324	PROPN
cblr-1758	1185	36	and	and	CCONJ
cblr-1758	1185	37	expand	expand	VERB
cblr-1758	1185	38	the	the	DET
cblr-1758	1185	39	definitions	definition	NOUN
cblr-1758	1185	40	of	of	ADP
cblr-1758	1185	41	ap	ap	NOUN
cblr-1758	1185	42	and	and	CCONJ
cblr-1758	1185	43	principal	principal	NOUN
cblr-1758	1185	44	to	to	PART
cblr-1758	1185	45	better	well	ADV
cblr-1758	1185	46	regulate	regulate	VERB
cblr-1758	1185	47	the	the	DET
cblr-1758	1185	48	humans	human	NOUN
cblr-1758	1185	49	responsible	responsible	ADJ
cblr-1758	1185	50	for	for	ADP
cblr-1758	1185	51	digital	digital	ADJ
cblr-1758	1185	52	intermediaries	intermediary	NOUN
cblr-1758	1185	53	.	.	PUNCT
cblr-1758	1186	1	currently	currently	ADV
cblr-1758	1186	2	,	,	PUNCT
cblr-1758	1186	3	all	all	DET
cblr-1758	1186	4	definitions	definition	NOUN
cblr-1758	1186	5	of	of	ADP
cblr-1758	1186	6	aps	ap	NOUN
cblr-1758	1186	7	include	include	VERB
cblr-1758	1186	8	a	a	DET
cblr-1758	1186	9	provision	provision	NOUN
cblr-1758	1186	10	that	that	PRON
cblr-1758	1186	11	makes	make	VERB
cblr-1758	1186	12	someone	someone	PRON
cblr-1758	1186	13	an	an	DET
cblr-1758	1186	14	ap	ap	NOUN
cblr-1758	1186	15	if	if	SCONJ
cblr-1758	1186	16	he	he	PRON
cblr-1758	1186	17	or	or	CCONJ
cblr-1758	1186	18	she	she	PRON
cblr-1758	1186	19	supervises	supervise	VERB
cblr-1758	1186	20	persons	person	NOUN
cblr-1758	1186	21	who	who	PRON
cblr-1758	1186	22	engage	engage	VERB
cblr-1758	1186	23	in	in	ADP
cblr-1758	1186	24	a	a	DET
cblr-1758	1186	25	specific	specific	ADJ
cblr-1758	1186	26	kind	kind	NOUN
cblr-1758	1186	27	of	of	ADP
cblr-1758	1186	28	activity.325	activity.325	PROPN
cblr-1758	1186	29	specifically	specifically	ADV
cblr-1758	1186	30	,	,	PUNCT
cblr-1758	1186	31	the	the	DET
cblr-1758	1186	32	cftc	cftc	PROPN
cblr-1758	1186	33	should	should	AUX
cblr-1758	1186	34	change	change	VERB
cblr-1758	1186	35	the	the	DET
cblr-1758	1186	36	definition	definition	NOUN
cblr-1758	1186	37	so	so	SCONJ
cblr-1758	1186	38	that	that	SCONJ
cblr-1758	1186	39	someone	someone	PRON
cblr-1758	1186	40	is	be	AUX
cblr-1758	1186	41	an	an	DET
cblr-1758	1186	42	ap	ap	NOUN
cblr-1758	1186	43	if	if	SCONJ
cblr-1758	1186	44	he	he	PRON
cblr-1758	1186	45	or	or	CCONJ
cblr-1758	1186	46	she	she	PRON
cblr-1758	1186	47	supervises	supervise	VERB
cblr-1758	1186	48	persons	person	NOUN
cblr-1758	1186	49	or	or	CCONJ
cblr-1758	1186	50	any	any	DET
cblr-1758	1186	51	computer	computer	NOUN
cblr-1758	1186	52	,	,	PUNCT
cblr-1758	1186	53	software	software	NOUN
cblr-1758	1186	54	program	program	NOUN
cblr-1758	1186	55	,	,	PUNCT
cblr-1758	1186	56	or	or	CCONJ
cblr-1758	1186	57	electronic	electronic	ADJ
cblr-1758	1186	58	system	system	NOUN
cblr-1758	1186	59	that	that	PRON
cblr-1758	1186	60	engages	engage	VERB
cblr-1758	1186	61	in	in	ADP
cblr-1758	1186	62	a	a	DET
cblr-1758	1186	63	specific	specific	ADJ
cblr-1758	1186	64	kind	kind	NOUN
cblr-1758	1186	65	of	of	ADP
cblr-1758	1186	66	activity	activity	NOUN
cblr-1758	1186	67	.	.	PUNCT
cblr-1758	1187	1	this	this	PRON
cblr-1758	1187	2	would	would	AUX
cblr-1758	1187	3	transform	transform	VERB
cblr-1758	1187	4	natural	natural	ADJ
cblr-1758	1187	5	persons	person	NOUN
cblr-1758	1187	6	who	who	PRON
cblr-1758	1187	7	oversee	oversee	VERB
cblr-1758	1187	8	or	or	CCONJ
cblr-1758	1187	9	monitor	monitor	VERB
cblr-1758	1187	10	automated	automate	VERB
cblr-1758	1187	11	software	software	NOUN
cblr-1758	1187	12	programs	program	NOUN
cblr-1758	1187	13	that	that	PRON
cblr-1758	1187	14	solicit	solicit	VERB
cblr-1758	1187	15	customers	customer	NOUN
cblr-1758	1187	16	into	into	ADP
cblr-1758	1187	17	aps	aps	PROPN
cblr-1758	1187	18	.	.	PUNCT
cblr-1758	1188	1	the	the	DET
cblr-1758	1188	2	definition	definition	NOUN
cblr-1758	1188	3	of	of	ADP
cblr-1758	1188	4	principal	principal	NOUN
cblr-1758	1188	5	should	should	AUX
cblr-1758	1188	6	also	also	ADV
cblr-1758	1188	7	be	be	AUX
cblr-1758	1188	8	expanded	expand	VERB
cblr-1758	1188	9	to	to	PART
cblr-1758	1188	10	include	include	VERB
cblr-1758	1188	11	software	software	NOUN
cblr-1758	1188	12	programmers	programmer	NOUN
cblr-1758	1188	13	who	who	PRON
cblr-1758	1188	14	create	create	VERB
cblr-1758	1188	15	,	,	PUNCT
cblr-1758	1188	16	design	design	NOUN
cblr-1758	1188	17	,	,	PUNCT
cblr-1758	1188	18	or	or	CCONJ
cblr-1758	1188	19	modify	modify	VERB
cblr-1758	1188	20	atss	atss	NOUN
cblr-1758	1188	21	,	,	PUNCT
cblr-1758	1188	22	algorithms	algorithm	NOUN
cblr-1758	1188	23	,	,	PUNCT
cblr-1758	1188	24	or	or	CCONJ
cblr-1758	1188	25	related	relate	VERB
cblr-1758	1188	26	automated	automate	VERB
cblr-1758	1188	27	systems	system	NOUN
cblr-1758	1188	28	for	for	ADP
cblr-1758	1188	29	a	a	DET
cblr-1758	1188	30	registrant	registrant	NOUN
cblr-1758	1188	31	.	.	PUNCT
cblr-1758	1189	1	generally	generally	ADV
cblr-1758	1189	2	,	,	PUNCT
cblr-1758	1189	3	principals	principal	NOUN
cblr-1758	1189	4	include	include	VERB
cblr-1758	1189	5	enumerated	enumerate	VERB
cblr-1758	1189	6	persons	person	NOUN
cblr-1758	1189	7	who	who	PRON
cblr-1758	1189	8	,	,	PUNCT
cblr-1758	1189	9	due	due	ADP
cblr-1758	1189	10	to	to	ADP
cblr-1758	1189	11	their	their	PRON
cblr-1758	1189	12	post	post	NOUN
cblr-1758	1189	13	or	or	CCONJ
cblr-1758	1189	14	status	status	NOUN
cblr-1758	1189	15	,	,	PUNCT
cblr-1758	1189	16	exhibit	exhibit	VERB
cblr-1758	1189	17	an	an	DET
cblr-1758	1189	18	amount	amount	NOUN
cblr-1758	1189	19	of	of	ADP
cblr-1758	1189	20	control	control	NOUN
cblr-1758	1189	21	or	or	CCONJ
cblr-1758	1189	22	influence	influence	NOUN
cblr-1758	1189	23	over	over	ADP
cblr-1758	1189	24	registrants	registrant	NOUN
cblr-1758	1189	25	.	.	PUNCT
cblr-1758	1190	1	a	a	DET
cblr-1758	1190	2	natural	natural	ADJ
cblr-1758	1190	3	person	person	NOUN
cblr-1758	1190	4	who	who	PRON
cblr-1758	1190	5	created	create	VERB
cblr-1758	1190	6	the	the	DET
cblr-1758	1190	7	software	software	NOUN
cblr-1758	1190	8	program	program	NOUN
cblr-1758	1190	9	that	that	SCONJ
cblr-1758	1190	10	a	a	DET
cblr-1758	1190	11	commodity	commodity	NOUN
cblr-1758	1190	12	trading	trading	NOUN
cblr-1758	1190	13	advisor	advisor	NOUN
cblr-1758	1190	14	relies	rely	VERB
cblr-1758	1190	15	upon	upon	SCONJ
cblr-1758	1190	16	in	in	ADP
cblr-1758	1190	17	deciding	decide	VERB
cblr-1758	1190	18	when	when	SCONJ
cblr-1758	1190	19	to	to	PART
cblr-1758	1190	20	place	place	VERB
cblr-1758	1190	21	trades	trade	NOUN
cblr-1758	1190	22	in	in	ADP
cblr-1758	1190	23	the	the	DET
cblr-1758	1190	24	futures	future	NOUN
cblr-1758	1190	25	trading	trading	NOUN
cblr-1758	1190	26	accounts	account	NOUN
cblr-1758	1190	27	of	of	ADP
cblr-1758	1190	28	clients	client	NOUN
cblr-1758	1190	29	arguably	arguably	ADV
cblr-1758	1190	30	has	have	VERB
cblr-1758	1190	31	considerable	considerable	ADJ
cblr-1758	1190	32	influence	influence	NOUN
cblr-1758	1190	33	over	over	ADP
cblr-1758	1190	34	the	the	DET
cblr-1758	1190	35	actions	action	NOUN
cblr-1758	1190	36	of	of	ADP
cblr-1758	1190	37	that	that	DET
cblr-1758	1190	38	commodity	commodity	NOUN
cblr-1758	1190	39	trading	trading	NOUN
cblr-1758	1190	40	advisor	advisor	NOUN
cblr-1758	1190	41	and	and	CCONJ
cblr-1758	1190	42	would	would	AUX
cblr-1758	1190	43	seem	seem	VERB
cblr-1758	1190	44	to	to	PART
cblr-1758	1190	45	warrant	warrant	VERB
cblr-1758	1190	46	oversight	oversight	NOUN
cblr-1758	1190	47	as	as	ADP
cblr-1758	1190	48	a	a	DET
cblr-1758	1190	49	principal.326	principal.326	NUM
cblr-1758	1190	50	323	323	NUM
cblr-1758	1190	51	the	the	DET
cblr-1758	1190	52	closest	close	ADJ
cblr-1758	1190	53	analog	analog	NOUN
cblr-1758	1190	54	to	to	ADP
cblr-1758	1190	55	such	such	DET
cblr-1758	1190	56	a	a	DET
cblr-1758	1190	57	cause	cause	NOUN
cblr-1758	1190	58	of	of	ADP
cblr-1758	1190	59	action	action	NOUN
cblr-1758	1190	60	would	would	AUX
cblr-1758	1190	61	be	be	AUX
cblr-1758	1190	62	the	the	DET
cblr-1758	1190	63	supervisory	supervisory	ADJ
cblr-1758	1190	64	requirement	requirement	NOUN
cblr-1758	1190	65	in	in	ADP
cblr-1758	1190	66	regulation	regulation	NOUN
cblr-1758	1190	67	166.3	166.3	NUM
cblr-1758	1190	68	,	,	PUNCT
cblr-1758	1190	69	17	17	NUM
cblr-1758	1190	70	c.f.r	c.f.r	NOUN
cblr-1758	1190	71	.	.	PUNCT
cblr-1758	1191	1	§	§	PROPN
cblr-1758	1191	2	166.3	166.3	NUM
cblr-1758	1191	3	(	(	PUNCT
cblr-1758	1191	4	2014	2014	NUM
cblr-1758	1191	5	)	)	PUNCT
cblr-1758	1191	6	,	,	PUNCT
cblr-1758	1191	7	which	which	PRON
cblr-1758	1191	8	requires	require	VERB
cblr-1758	1191	9	all	all	DET
cblr-1758	1191	10	registrants	registrant	NOUN
cblr-1758	1191	11	to	to	PART
cblr-1758	1191	12	supervise	supervise	VERB
cblr-1758	1191	13	their	their	PRON
cblr-1758	1191	14	employees	employee	NOUN
cblr-1758	1191	15	in	in	ADP
cblr-1758	1191	16	connection	connection	NOUN
cblr-1758	1191	17	with	with	ADP
cblr-1758	1191	18	their	their	PRON
cblr-1758	1191	19	businesses	business	NOUN
cblr-1758	1191	20	as	as	ADP
cblr-1758	1191	21	cftc	cftc	PROPN
cblr-1758	1191	22	registrants	registrant	NOUN
cblr-1758	1191	23	.	.	PUNCT
cblr-1758	1192	1	regulation	regulation	NOUN
cblr-1758	1192	2	166.3	166.3	NUM
cblr-1758	1192	3	probably	probably	ADV
cblr-1758	1192	4	implicitly	implicitly	ADV
cblr-1758	1192	5	includes	include	VERB
cblr-1758	1192	6	a	a	DET
cblr-1758	1192	7	requirement	requirement	NOUN
cblr-1758	1192	8	to	to	PART
cblr-1758	1192	9	supervise	supervise	VERB
cblr-1758	1192	10	employees	employee	NOUN
cblr-1758	1192	11	tasked	task	VERB
cblr-1758	1192	12	with	with	ADP
cblr-1758	1192	13	operating	operate	VERB
cblr-1758	1192	14	atss	atss	NOUN
cblr-1758	1192	15	and	and	CCONJ
cblr-1758	1192	16	the	the	DET
cblr-1758	1192	17	like	like	ADJ
cblr-1758	1192	18	.	.	PUNCT
cblr-1758	1193	1	but	but	CCONJ
cblr-1758	1193	2	regulation	regulation	NOUN
cblr-1758	1193	3	166.3	166.3	NUM
cblr-1758	1193	4	is	be	AUX
cblr-1758	1193	5	an	an	DET
cblr-1758	1193	6	indirect	indirect	ADJ
cblr-1758	1193	7	way	way	NOUN
cblr-1758	1193	8	to	to	PART
cblr-1758	1193	9	address	address	VERB
cblr-1758	1193	10	this	this	DET
cblr-1758	1193	11	problem	problem	NOUN
cblr-1758	1193	12	and	and	CCONJ
cblr-1758	1193	13	has	have	VERB
cblr-1758	1193	14	limitations	limitation	NOUN
cblr-1758	1193	15	.	.	PUNCT
cblr-1758	1194	1	namely	namely	ADV
cblr-1758	1194	2	,	,	PUNCT
cblr-1758	1194	3	regulation	regulation	NOUN
cblr-1758	1194	4	166.3	166.3	NUM
cblr-1758	1194	5	only	only	ADV
cblr-1758	1194	6	applies	apply	VERB
cblr-1758	1194	7	to	to	ADP
cblr-1758	1194	8	registrants	registrant	NOUN
cblr-1758	1194	9	and	and	CCONJ
cblr-1758	1194	10	only	only	ADV
cblr-1758	1194	11	the	the	DET
cblr-1758	1194	12	cftc	cftc	PROPN
cblr-1758	1194	13	can	can	AUX
cblr-1758	1194	14	enforce	enforce	VERB
cblr-1758	1194	15	regulation	regulation	NOUN
cblr-1758	1194	16	166.3	166.3	NUM
cblr-1758	1194	17	–	–	PUNCT
cblr-1758	1194	18	–	–	PUNCT
cblr-1758	1194	19	i.e.	i.e.	X
cblr-1758	1194	20	,	,	PUNCT
cblr-1758	1194	21	there	there	PRON
cblr-1758	1194	22	is	be	VERB
cblr-1758	1194	23	no	no	DET
cblr-1758	1194	24	private	private	ADJ
cblr-1758	1194	25	right	right	NOUN
cblr-1758	1194	26	of	of	ADP
cblr-1758	1194	27	action	action	NOUN
cblr-1758	1194	28	under	under	ADP
cblr-1758	1194	29	it	it	PRON
cblr-1758	1194	30	.	.	PUNCT
cblr-1758	1195	1	see	see	VERB
cblr-1758	1195	2	scopino	scopino	NOUN
cblr-1758	1195	3	,	,	PUNCT
cblr-1758	1195	4	do	do	VERB
cblr-1758	1195	5	atss	atss	DET
cblr-1758	1195	6	dream	dream	NOUN
cblr-1758	1195	7	?	?	PUNCT
cblr-1758	1195	8	,	,	PUNCT
cblr-1758	1195	9	supra	supra	PROPN
cblr-1758	1195	10	note	note	PROPN
cblr-1758	1195	11	19	19	NUM
cblr-1758	1195	12	,	,	PUNCT
cblr-1758	1195	13	at	at	ADP
cblr-1758	1195	14	273–93	273–93	ADJ
cblr-1758	1195	15	.	.	PUNCT
cblr-1758	1196	1	324	324	NUM
cblr-1758	1196	2	see	see	VERB
cblr-1758	1196	3	regulators	regulator	NOUN
cblr-1758	1196	4	eye	eye	NOUN
cblr-1758	1196	5	algorithms	algorithm	NOUN
cblr-1758	1196	6	,	,	PUNCT
cblr-1758	1196	7	markets	market	NOUN
cblr-1758	1196	8	media	medium	NOUN
cblr-1758	1196	9	,	,	PUNCT
cblr-1758	1196	10	supra	supra	PROPN
cblr-1758	1196	11	note	note	NOUN
cblr-1758	1196	12	64	64	NUM
cblr-1758	1196	13	.	.	PUNCT
cblr-1758	1197	1	325	325	NUM
cblr-1758	1197	2	see	see	VERB
cblr-1758	1197	3	17	17	NUM
cblr-1758	1197	4	c.f.r	c.f.r	NOUN
cblr-1758	1197	5	.	.	PUNCT
cblr-1758	1198	1	§	§	PROPN
cblr-1758	1198	2	1.3(aa)(2	1.3(aa)(2	NUM
cblr-1758	1198	3	)	)	PUNCT
cblr-1758	1198	4	(	(	PUNCT
cblr-1758	1198	5	2014	2014	NUM
cblr-1758	1198	6	)	)	PUNCT
cblr-1758	1198	7	.	.	PUNCT
cblr-1758	1199	1	326	326	NUM
cblr-1758	1199	2	for	for	ADP
cblr-1758	1199	3	the	the	DET
cblr-1758	1199	4	current	current	ADJ
cblr-1758	1199	5	definition	definition	NOUN
cblr-1758	1199	6	of	of	ADP
cblr-1758	1199	7	principal	principal	NOUN
cblr-1758	1199	8	,	,	PUNCT
cblr-1758	1199	9	see	see	VERB
cblr-1758	1199	10	17	17	NUM
cblr-1758	1199	11	c.f.r	c.f.r	NOUN
cblr-1758	1199	12	.	.	PUNCT
cblr-1758	1200	1	§	§	PROPN
cblr-1758	1200	2	3.1(a	3.1(a	NUM
cblr-1758	1200	3	)	)	PUNCT
cblr-1758	1200	4	(	(	PUNCT
cblr-1758	1200	5	2014	2014	NUM
cblr-1758	1200	6	)	)	PUNCT
cblr-1758	1200	7	.	.	PUNCT
cblr-1758	1201	1	scopino	scopino	PROPN
cblr-1758	1201	2	–	–	PUNCT
cblr-1758	1201	3	final	final	ADJ
cblr-1758	1201	4	518	518	NUM
cblr-1758	1201	5	columbia	columbia	PROPN
cblr-1758	1201	6	business	business	NOUN
cblr-1758	1201	7	law	law	PROPN
cblr-1758	1201	8	review	review	NOUN
cblr-1758	1202	1	[	[	X
cblr-1758	1202	2	vol	vol	NOUN
cblr-1758	1202	3	.	.	NOUN
cblr-1758	1202	4	2015	2015	NUM
cblr-1758	1202	5	these	these	DET
cblr-1758	1202	6	two	two	NUM
cblr-1758	1202	7	incremental	incremental	ADJ
cblr-1758	1202	8	steps	step	NOUN
cblr-1758	1202	9	would	would	AUX
cblr-1758	1202	10	expand	expand	VERB
cblr-1758	1202	11	the	the	DET
cblr-1758	1202	12	scope	scope	NOUN
cblr-1758	1202	13	of	of	ADP
cblr-1758	1202	14	regulation	regulation	NOUN
cblr-1758	1202	15	for	for	ADP
cblr-1758	1202	16	natural	natural	ADJ
cblr-1758	1202	17	persons	person	NOUN
cblr-1758	1202	18	who	who	PRON
cblr-1758	1202	19	create	create	VERB
cblr-1758	1202	20	or	or	CCONJ
cblr-1758	1202	21	operate	operate	VERB
cblr-1758	1202	22	automated	automate	VERB
cblr-1758	1202	23	systems	system	NOUN
cblr-1758	1202	24	within	within	ADP
cblr-1758	1202	25	registrants	registrant	NOUN
cblr-1758	1202	26	,	,	PUNCT
cblr-1758	1202	27	and	and	CCONJ
cblr-1758	1202	28	are	be	AUX
cblr-1758	1202	29	consistent	consistent	ADJ
cblr-1758	1202	30	with	with	ADP
cblr-1758	1202	31	chopra	chopra	PROPN
cblr-1758	1202	32	and	and	CCONJ
cblr-1758	1202	33	white	white	PROPN
cblr-1758	1202	34	’s	’s	PART
cblr-1758	1202	35	suggestion	suggestion	NOUN
cblr-1758	1202	36	that	that	SCONJ
cblr-1758	1202	37	wrongdoing	wrongdoing	NOUN
cblr-1758	1202	38	by	by	ADP
cblr-1758	1202	39	artificial	artificial	ADJ
cblr-1758	1202	40	agents	agent	NOUN
cblr-1758	1202	41	can	can	AUX
cblr-1758	1202	42	be	be	AUX
cblr-1758	1202	43	given	give	VERB
cblr-1758	1202	44	“	"	PUNCT
cblr-1758	1202	45	economic	economic	ADJ
cblr-1758	1202	46	meaning	meaning	NOUN
cblr-1758	1202	47	”	"	PUNCT
cblr-1758	1202	48	by	by	ADP
cblr-1758	1202	49	attaching	attach	VERB
cblr-1758	1202	50	liability	liability	NOUN
cblr-1758	1202	51	to	to	ADP
cblr-1758	1202	52	the	the	DET
cblr-1758	1202	53	users	user	NOUN
cblr-1758	1202	54	and	and	CCONJ
cblr-1758	1202	55	owners	owner	NOUN
cblr-1758	1202	56	of	of	ADP
cblr-1758	1202	57	artificial	artificial	ADJ
cblr-1758	1202	58	agents.327	agents.327	NOUN
cblr-1758	1202	59	this	this	DET
cblr-1758	1202	60	incremental	incremental	ADJ
cblr-1758	1202	61	regulatory	regulatory	ADJ
cblr-1758	1202	62	expansion	expansion	NOUN
cblr-1758	1202	63	is	be	AUX
cblr-1758	1202	64	also	also	ADV
cblr-1758	1202	65	warranted	warrant	VERB
cblr-1758	1202	66	under	under	ADP
cblr-1758	1202	67	the	the	DET
cblr-1758	1202	68	traditional	traditional	ADJ
cblr-1758	1202	69	approach	approach	NOUN
cblr-1758	1202	70	employed	employ	VERB
cblr-1758	1202	71	by	by	ADP
cblr-1758	1202	72	congress	congress	PROPN
cblr-1758	1202	73	,	,	PUNCT
cblr-1758	1202	74	as	as	SCONJ
cblr-1758	1202	75	discussed	discuss	VERB
cblr-1758	1202	76	in	in	ADP
cblr-1758	1202	77	the	the	DET
cblr-1758	1202	78	first	first	ADJ
cblr-1758	1202	79	paragraph	paragraph	NOUN
cblr-1758	1202	80	of	of	ADP
cblr-1758	1202	81	part	part	PROPN
cblr-1758	1202	82	iii	iii	PROPN
cblr-1758	1202	83	.	.	PUNCT
cblr-1758	1203	1	as	as	SCONJ
cblr-1758	1203	2	the	the	DET
cblr-1758	1203	3	use	use	NOUN
cblr-1758	1203	4	of	of	ADP
cblr-1758	1203	5	atss	atss	NOUN
cblr-1758	1203	6	has	have	AUX
cblr-1758	1203	7	become	become	VERB
cblr-1758	1203	8	more	more	ADV
cblr-1758	1203	9	widespread	widespread	ADJ
cblr-1758	1203	10	,	,	PUNCT
cblr-1758	1203	11	there	there	PRON
cblr-1758	1203	12	is	be	VERB
cblr-1758	1203	13	a	a	DET
cblr-1758	1203	14	real	real	ADJ
cblr-1758	1203	15	likelihood	likelihood	NOUN
cblr-1758	1203	16	that	that	SCONJ
cblr-1758	1203	17	inadequate	inadequate	ADJ
cblr-1758	1203	18	supervision	supervision	NOUN
cblr-1758	1203	19	or	or	CCONJ
cblr-1758	1203	20	error	error	NOUN
cblr-1758	1203	21	-	-	PUNCT
cblr-1758	1203	22	ridden	ride	VERB
cblr-1758	1203	23	programming	programming	NOUN
cblr-1758	1203	24	of	of	ADP
cblr-1758	1203	25	atss	atss	PROPN
cblr-1758	1203	26	could	could	AUX
cblr-1758	1203	27	result	result	VERB
cblr-1758	1203	28	in	in	ADP
cblr-1758	1203	29	trading	trading	NOUN
cblr-1758	1203	30	algorithm	algorithm	NOUN
cblr-1758	1203	31	malfunctions	malfunction	NOUN
cblr-1758	1203	32	that	that	PRON
cblr-1758	1203	33	increase	increase	VERB
cblr-1758	1203	34	systemic	systemic	ADJ
cblr-1758	1203	35	risk	risk	NOUN
cblr-1758	1203	36	or	or	CCONJ
cblr-1758	1203	37	generate	generate	VERB
cblr-1758	1203	38	manipulative	manipulative	ADJ
cblr-1758	1203	39	or	or	CCONJ
cblr-1758	1203	40	disruptive	disruptive	ADJ
cblr-1758	1203	41	trading	trading	NOUN
cblr-1758	1203	42	practices	practice	NOUN
cblr-1758	1203	43	.	.	PUNCT
cblr-1758	1204	1	as	as	ADP
cblr-1758	1204	2	in	in	ADP
cblr-1758	1204	3	the	the	DET
cblr-1758	1204	4	past	past	NOUN
cblr-1758	1204	5	,	,	PUNCT
cblr-1758	1204	6	the	the	DET
cblr-1758	1204	7	solution	solution	NOUN
cblr-1758	1204	8	is	be	AUX
cblr-1758	1204	9	to	to	PART
cblr-1758	1204	10	incrementally	incrementally	ADV
cblr-1758	1204	11	expand	expand	VERB
cblr-1758	1204	12	the	the	DET
cblr-1758	1204	13	scope	scope	NOUN
cblr-1758	1204	14	of	of	ADP
cblr-1758	1204	15	compulsory	compulsory	ADJ
cblr-1758	1204	16	registration	registration	NOUN
cblr-1758	1204	17	to	to	PART
cblr-1758	1204	18	cover	cover	VERB
cblr-1758	1204	19	the	the	DET
cblr-1758	1204	20	persons––here	persons––here	PROPN
cblr-1758	1204	21	,	,	PUNCT
cblr-1758	1204	22	supervisors	supervisor	NOUN
cblr-1758	1204	23	and	and	CCONJ
cblr-1758	1204	24	programmers	programmer	NOUN
cblr-1758	1204	25	of	of	ADP
cblr-1758	1204	26	atss––whose	atss––whose	PROPN
cblr-1758	1204	27	activities	activity	NOUN
cblr-1758	1204	28	could	could	AUX
cblr-1758	1204	29	potentially	potentially	ADV
cblr-1758	1204	30	put	put	VERB
cblr-1758	1204	31	the	the	DET
cblr-1758	1204	32	futures	future	NOUN
cblr-1758	1204	33	markets	market	NOUN
cblr-1758	1204	34	at	at	ADP
cblr-1758	1204	35	risk	risk	NOUN
cblr-1758	1204	36	.	.	PUNCT
cblr-1758	1205	1	v.	v.	ADP
cblr-1758	1205	2	conclusion	conclusion	NOUN
cblr-1758	1205	3	the	the	DET
cblr-1758	1205	4	second	second	ADJ
cblr-1758	1205	5	machine	machine	NOUN
cblr-1758	1205	6	age	age	NOUN
cblr-1758	1205	7	promises	promise	VERB
cblr-1758	1205	8	to	to	PART
cblr-1758	1205	9	have	have	VERB
cblr-1758	1205	10	a	a	DET
cblr-1758	1205	11	significant	significant	ADJ
cblr-1758	1205	12	impact	impact	NOUN
cblr-1758	1205	13	on	on	ADP
cblr-1758	1205	14	how	how	SCONJ
cblr-1758	1205	15	the	the	DET
cblr-1758	1205	16	markets	market	NOUN
cblr-1758	1205	17	for	for	ADP
cblr-1758	1205	18	futures	future	NOUN
cblr-1758	1205	19	and	and	CCONJ
cblr-1758	1205	20	derivatives	derivative	NOUN
cblr-1758	1205	21	operate	operate	VERB
cblr-1758	1205	22	.	.	PUNCT
cblr-1758	1206	1	indeed	indeed	ADV
cblr-1758	1206	2	,	,	PUNCT
cblr-1758	1206	3	digital	digital	ADJ
cblr-1758	1206	4	intermediaries––automated	intermediaries––automated	ADJ
cblr-1758	1206	5	computers	computer	NOUN
cblr-1758	1206	6	and	and	CCONJ
cblr-1758	1206	7	software	software	NOUN
cblr-1758	1206	8	programs	program	NOUN
cblr-1758	1206	9	that	that	PRON
cblr-1758	1206	10	act	act	VERB
cblr-1758	1206	11	independently	independently	ADV
cblr-1758	1206	12	of	of	ADP
cblr-1758	1206	13	human	human	ADJ
cblr-1758	1206	14	direction	direction	NOUN
cblr-1758	1206	15	to	to	PART
cblr-1758	1206	16	perform	perform	VERB
cblr-1758	1206	17	the	the	DET
cblr-1758	1206	18	roles	role	NOUN
cblr-1758	1206	19	of	of	ADP
cblr-1758	1206	20	existing	exist	VERB
cblr-1758	1206	21	categories	category	NOUN
cblr-1758	1206	22	of	of	ADP
cblr-1758	1206	23	regulated	regulated	ADJ
cblr-1758	1206	24	intermediaries––are	intermediaries––are	NOUN
cblr-1758	1206	25	sure	sure	ADJ
cblr-1758	1206	26	to	to	PART
cblr-1758	1206	27	increase	increase	VERB
cblr-1758	1206	28	their	their	PRON
cblr-1758	1206	29	presence	presence	NOUN
cblr-1758	1206	30	in	in	ADP
cblr-1758	1206	31	the	the	DET
cblr-1758	1206	32	financial	financial	ADJ
cblr-1758	1206	33	markets	market	NOUN
cblr-1758	1206	34	for	for	ADP
cblr-1758	1206	35	futures	future	NOUN
cblr-1758	1206	36	and	and	CCONJ
cblr-1758	1206	37	derivatives	derivative	NOUN
cblr-1758	1206	38	.	.	PUNCT
cblr-1758	1207	1	the	the	DET
cblr-1758	1207	2	“	"	PUNCT
cblr-1758	1207	3	kingpin	kingpin	NOUN
cblr-1758	1207	4	of	of	ADP
cblr-1758	1207	5	the	the	DET
cblr-1758	1207	6	statutory	statutory	ADJ
cblr-1758	1207	7	machinery	machinery	NOUN
cblr-1758	1207	8	”	"	PUNCT
cblr-1758	1207	9	in	in	ADP
cblr-1758	1207	10	the	the	DET
cblr-1758	1207	11	cea	cea	PROPN
cblr-1758	1207	12	is	be	AUX
cblr-1758	1207	13	the	the	DET
cblr-1758	1207	14	registration	registration	NOUN
cblr-1758	1207	15	requirement	requirement	NOUN
cblr-1758	1207	16	for	for	ADP
cblr-1758	1207	17	persons	person	NOUN
cblr-1758	1207	18	acting	act	VERB
cblr-1758	1207	19	as	as	ADP
cblr-1758	1207	20	futures	future	NOUN
cblr-1758	1207	21	market	market	NOUN
cblr-1758	1207	22	intermediaries	intermediary	NOUN
cblr-1758	1207	23	.	.	PUNCT
cblr-1758	1208	1	this	this	DET
cblr-1758	1208	2	requirement	requirement	NOUN
cblr-1758	1208	3	protects	protect	VERB
cblr-1758	1208	4	customers	customer	NOUN
cblr-1758	1208	5	from	from	ADP
cblr-1758	1208	6	wrongdoing	wrongdoing	NOUN
cblr-1758	1208	7	by	by	ADP
cblr-1758	1208	8	screening	screen	VERB
cblr-1758	1208	9	the	the	DET
cblr-1758	1208	10	backgrounds	background	NOUN
cblr-1758	1208	11	of	of	ADP
cblr-1758	1208	12	natural	natural	ADJ
cblr-1758	1208	13	persons	person	NOUN
cblr-1758	1208	14	who	who	PRON
cblr-1758	1208	15	act	act	VERB
cblr-1758	1208	16	as	as	ADP
cblr-1758	1208	17	professionals	professional	NOUN
cblr-1758	1208	18	in	in	ADP
cblr-1758	1208	19	the	the	DET
cblr-1758	1208	20	derivatives	derivative	NOUN
cblr-1758	1208	21	markets	market	NOUN
cblr-1758	1208	22	and	and	CCONJ
cblr-1758	1208	23	subjecting	subject	VERB
cblr-1758	1208	24	those	those	PRON
cblr-1758	1208	25	who	who	PRON
cblr-1758	1208	26	work	work	VERB
cblr-1758	1208	27	for	for	ADP
cblr-1758	1208	28	registrants	registrant	NOUN
cblr-1758	1208	29	to	to	ADP
cblr-1758	1208	30	proficiency	proficiency	NOUN
cblr-1758	1208	31	testing	testing	NOUN
cblr-1758	1208	32	and	and	CCONJ
cblr-1758	1208	33	regular	regular	ADJ
cblr-1758	1208	34	ethics	ethic	NOUN
cblr-1758	1208	35	training	training	NOUN
cblr-1758	1208	36	.	.	PUNCT
cblr-1758	1209	1	however	however	ADV
cblr-1758	1209	2	,	,	PUNCT
cblr-1758	1209	3	the	the	DET
cblr-1758	1209	4	law	law	NOUN
cblr-1758	1209	5	does	do	AUX
cblr-1758	1209	6	not	not	PART
cblr-1758	1209	7	consider	consider	VERB
cblr-1758	1209	8	computers	computer	NOUN
cblr-1758	1209	9	or	or	CCONJ
cblr-1758	1209	10	software	software	NOUN
cblr-1758	1209	11	programs	program	NOUN
cblr-1758	1209	12	to	to	PART
cblr-1758	1209	13	be	be	AUX
cblr-1758	1209	14	persons	person	NOUN
cblr-1758	1209	15	,	,	PUNCT
cblr-1758	1209	16	so	so	SCONJ
cblr-1758	1209	17	the	the	DET
cblr-1758	1209	18	computers	computer	NOUN
cblr-1758	1209	19	and	and	CCONJ
cblr-1758	1209	20	software	software	NOUN
cblr-1758	1209	21	programs	program	NOUN
cblr-1758	1209	22	as	as	ADP
cblr-1758	1209	23	individual	individual	ADJ
cblr-1758	1209	24	327	327	NUM
cblr-1758	1209	25	chopra	chopra	PROPN
cblr-1758	1209	26	&	&	CCONJ
cblr-1758	1209	27	white	white	PROPN
cblr-1758	1209	28	,	,	PUNCT
cblr-1758	1209	29	supra	supra	PROPN
cblr-1758	1209	30	note	note	PROPN
cblr-1758	1209	31	65	65	NUM
cblr-1758	1209	32	,	,	PUNCT
cblr-1758	1209	33	at	at	ADP
cblr-1758	1209	34	149–50	149–50	NUM
cblr-1758	1209	35	.	.	PUNCT
cblr-1758	1210	1	scopino	scopino	ADJ
cblr-1758	1210	2	–	–	PUNCT
cblr-1758	1210	3	final	final	ADJ
cblr-1758	1210	4	no	no	NOUN
cblr-1758	1210	5	.	.	PUNCT
cblr-1758	1211	1	2:439	2:439	NUM
cblr-1758	1211	2	]	]	X
cblr-1758	1211	3	the	the	DET
cblr-1758	1211	4	second	second	ADJ
cblr-1758	1211	5	machine	machine	NOUN
cblr-1758	1211	6	age	age	NOUN
cblr-1758	1211	7	519	519	NUM
cblr-1758	1211	8	entities	entity	NOUN
cblr-1758	1211	9	can	can	AUX
cblr-1758	1211	10	not	not	PART
cblr-1758	1211	11	be	be	AUX
cblr-1758	1211	12	forced	force	VERB
cblr-1758	1211	13	to	to	PART
cblr-1758	1211	14	register	register	VERB
cblr-1758	1211	15	,	,	PUNCT
cblr-1758	1211	16	take	take	VERB
cblr-1758	1211	17	proficiency	proficiency	NOUN
cblr-1758	1211	18	tests	test	NOUN
cblr-1758	1211	19	,	,	PUNCT
cblr-1758	1211	20	or	or	CCONJ
cblr-1758	1211	21	undergo	undergo	VERB
cblr-1758	1211	22	ethics	ethic	NOUN
cblr-1758	1211	23	training	training	NOUN
cblr-1758	1211	24	.	.	PUNCT
cblr-1758	1212	1	therefore	therefore	ADV
cblr-1758	1212	2	,	,	PUNCT
cblr-1758	1212	3	to	to	PART
cblr-1758	1212	4	ensure	ensure	VERB
cblr-1758	1212	5	that	that	SCONJ
cblr-1758	1212	6	the	the	DET
cblr-1758	1212	7	cea	cea	PROPN
cblr-1758	1212	8	and	and	CCONJ
cblr-1758	1212	9	cftc	cftc	PROPN
cblr-1758	1212	10	regulations	regulation	NOUN
cblr-1758	1212	11	continue	continue	VERB
cblr-1758	1212	12	to	to	PART
cblr-1758	1212	13	effectively	effectively	ADV
cblr-1758	1212	14	and	and	CCONJ
cblr-1758	1212	15	efficiently	efficiently	ADV
cblr-1758	1212	16	serve	serve	VERB
cblr-1758	1212	17	their	their	PRON
cblr-1758	1212	18	overriding	override	VERB
cblr-1758	1212	19	objectives	objective	NOUN
cblr-1758	1212	20	of	of	ADP
cblr-1758	1212	21	reducing	reduce	VERB
cblr-1758	1212	22	systemic	systemic	ADJ
cblr-1758	1212	23	risk	risk	NOUN
cblr-1758	1212	24	and	and	CCONJ
cblr-1758	1212	25	protecting	protect	VERB
cblr-1758	1212	26	customers	customer	NOUN
cblr-1758	1212	27	from	from	ADP
cblr-1758	1212	28	fraud	fraud	NOUN
cblr-1758	1212	29	,	,	PUNCT
cblr-1758	1212	30	abusive	abusive	ADJ
cblr-1758	1212	31	trading	trading	NOUN
cblr-1758	1212	32	practices	practice	NOUN
cblr-1758	1212	33	,	,	PUNCT
cblr-1758	1212	34	and	and	CCONJ
cblr-1758	1212	35	market	market	NOUN
cblr-1758	1212	36	manipulation	manipulation	NOUN
cblr-1758	1212	37	,	,	PUNCT
cblr-1758	1212	38	congress	congress	PROPN
cblr-1758	1212	39	and	and	CCONJ
cblr-1758	1212	40	the	the	DET
cblr-1758	1212	41	cftc	cftc	PROPN
cblr-1758	1212	42	should	should	AUX
cblr-1758	1212	43	update	update	VERB
cblr-1758	1212	44	the	the	DET
cblr-1758	1212	45	existing	exist	VERB
cblr-1758	1212	46	intermediary	intermediary	ADJ
cblr-1758	1212	47	categories	category	NOUN
cblr-1758	1212	48	to	to	PART
cblr-1758	1212	49	ensure	ensure	VERB
cblr-1758	1212	50	proper	proper	ADJ
cblr-1758	1212	51	supervision	supervision	NOUN
cblr-1758	1212	52	and	and	CCONJ
cblr-1758	1212	53	oversight	oversight	NOUN
cblr-1758	1212	54	of	of	ADP
cblr-1758	1212	55	digital	digital	ADJ
cblr-1758	1212	56	intermediaries	intermediary	NOUN
cblr-1758	1212	57	.	.	PUNCT
cblr-1758	1213	1	beyond	beyond	ADP
cblr-1758	1213	2	that	that	PRON
cblr-1758	1213	3	,	,	PUNCT
cblr-1758	1213	4	congress	congress	PROPN
cblr-1758	1213	5	and	and	CCONJ
cblr-1758	1213	6	the	the	DET
cblr-1758	1213	7	cftc	cftc	PROPN
cblr-1758	1213	8	ought	ought	AUX
cblr-1758	1213	9	to	to	PART
cblr-1758	1213	10	consider	consider	VERB
cblr-1758	1213	11	broader	broad	ADJ
cblr-1758	1213	12	steps	step	NOUN
cblr-1758	1213	13	necessary	necessary	ADJ
cblr-1758	1213	14	to	to	PART
cblr-1758	1213	15	ensure	ensure	VERB
cblr-1758	1213	16	that	that	SCONJ
cblr-1758	1213	17	strong	strong	ADJ
cblr-1758	1213	18	ethical	ethical	ADJ
cblr-1758	1213	19	principles	principle	NOUN
cblr-1758	1213	20	and	and	CCONJ
cblr-1758	1213	21	adherence	adherence	NOUN
cblr-1758	1213	22	to	to	ADP
cblr-1758	1213	23	the	the	DET
cblr-1758	1213	24	law	law	NOUN
cblr-1758	1213	25	continue	continue	VERB
cblr-1758	1213	26	to	to	PART
cblr-1758	1213	27	predominate	predominate	VERB
cblr-1758	1213	28	in	in	ADP
cblr-1758	1213	29	the	the	DET
cblr-1758	1213	30	futures	future	NOUN
cblr-1758	1213	31	and	and	CCONJ
cblr-1758	1213	32	derivatives	derivative	NOUN
cblr-1758	1213	33	markets	market	NOUN
cblr-1758	1213	34	.	.	PUNCT
cblr-1758	1214	1	potential	potential	ADJ
cblr-1758	1214	2	solutions	solution	NOUN
cblr-1758	1214	3	can	can	AUX
cblr-1758	1214	4	be	be	AUX
cblr-1758	1214	5	found	find	VERB
cblr-1758	1214	6	in	in	ADP
cblr-1758	1214	7	the	the	DET
cblr-1758	1214	8	work	work	NOUN
cblr-1758	1214	9	of	of	ADP
cblr-1758	1214	10	scholars	scholar	NOUN
cblr-1758	1214	11	who	who	PRON
cblr-1758	1214	12	are	be	AUX
cblr-1758	1214	13	studying	study	VERB
cblr-1758	1214	14	ways	way	NOUN
cblr-1758	1214	15	to	to	PART
cblr-1758	1214	16	put	put	VERB
cblr-1758	1214	17	ethics	ethic	NOUN
cblr-1758	1214	18	and	and	CCONJ
cblr-1758	1214	19	morals	moral	NOUN
cblr-1758	1214	20	into	into	ADP
cblr-1758	1214	21	the	the	DET
cblr-1758	1214	22	minds	mind	NOUN
cblr-1758	1214	23	of	of	ADP
cblr-1758	1214	24	artificial	artificial	ADJ
cblr-1758	1214	25	agents	agent	NOUN
cblr-1758	1214	26	,	,	PUNCT
cblr-1758	1214	27	and	and	CCONJ
cblr-1758	1214	28	in	in	ADP
cblr-1758	1214	29	the	the	DET
cblr-1758	1214	30	work	work	NOUN
cblr-1758	1214	31	of	of	ADP
cblr-1758	1214	32	others	other	NOUN
cblr-1758	1214	33	who	who	PRON
cblr-1758	1214	34	seek	seek	VERB
cblr-1758	1214	35	to	to	PART
cblr-1758	1214	36	determine	determine	VERB
cblr-1758	1214	37	how	how	SCONJ
cblr-1758	1214	38	best	good	ADJ
cblr-1758	1214	39	to	to	PART
cblr-1758	1214	40	allocate	allocate	VERB
cblr-1758	1214	41	liability	liability	NOUN
cblr-1758	1214	42	for	for	ADP
cblr-1758	1214	43	the	the	DET
cblr-1758	1214	44	acts	act	NOUN
cblr-1758	1214	45	of	of	ADP
cblr-1758	1214	46	autonomous	autonomous	ADJ
cblr-1758	1214	47	artificial	artificial	ADJ
cblr-1758	1214	48	agents	agent	NOUN
cblr-1758	1214	49	.	.	PUNCT