id	sid	tid	token	lemma	pos
spir-12187	1	1	selected	select	VERB
spir-12187	1	2	papers	paper	NOUN
spir-12187	1	3	of	of	ADP
spir-12187	1	4	#	#	SYM
spir-12187	1	5	aoir2021	aoir2021	NOUN
spir-12187	1	6	:	:	PUNCT
spir-12187	1	7	the	the	DET
spir-12187	1	8	22nd	22nd	ADJ
spir-12187	1	9	annual	annual	ADJ
spir-12187	1	10	conference	conference	NOUN
spir-12187	1	11	of	of	ADP
spir-12187	1	12	the	the	DET
spir-12187	1	13	association	association	NOUN
spir-12187	1	14	of	of	ADP
spir-12187	1	15	internet	internet	NOUN
spir-12187	1	16	researchers	researcher	NOUN
spir-12187	1	17	virtual	virtual	ADJ
spir-12187	1	18	event	event	NOUN
spir-12187	1	19	/	/	SYM
spir-12187	1	20	13	13	NUM
spir-12187	1	21	-	-	SYM
spir-12187	1	22	16	16	NUM
spir-12187	1	23	oct	oct	PROPN
spir-12187	1	24	2021	2021	NUM
spir-12187	1	25	iliadis	iliadis	PROPN
spir-12187	1	26	,	,	PUNCT
spir-12187	1	27	a.	a.	NOUN
spir-12187	1	28	and	and	CCONJ
spir-12187	1	29	acker	acker	PROPN
spir-12187	1	30	,	,	PUNCT
spir-12187	1	31	a.	a.	NOUN
spir-12187	1	32	(	(	PUNCT
spir-12187	1	33	2021	2021	NUM
spir-12187	1	34	,	,	PUNCT
spir-12187	1	35	october	october	PROPN
spir-12187	1	36	)	)	PUNCT
spir-12187	1	37	.	.	PUNCT
spir-12187	2	1	the	the	DET
spir-12187	2	2	seer	seer	NOUN
spir-12187	2	3	and	and	CCONJ
spir-12187	2	4	the	the	DET
spir-12187	2	5	seen	see	VERB
spir-12187	2	6	:	:	PUNCT
spir-12187	2	7	a	a	DET
spir-12187	2	8	survey	survey	NOUN
spir-12187	2	9	of	of	ADP
spir-12187	2	10	topics	topic	NOUN
spir-12187	2	11	found	find	VERB
spir-12187	2	12	in	in	ADP
spir-12187	2	13	palantir	palantir	NOUN
spir-12187	2	14	patents	patent	NOUN
spir-12187	2	15	.	.	PUNCT
spir-12187	3	1	paper	paper	NOUN
spir-12187	3	2	presented	present	VERB
spir-12187	3	3	at	at	ADP
spir-12187	3	4	aoir	aoir	NOUN
spir-12187	3	5	2021	2021	NUM
spir-12187	3	6	:	:	PUNCT
spir-12187	3	7	the	the	DET
spir-12187	3	8	22nd	22nd	ADJ
spir-12187	3	9	annual	annual	ADJ
spir-12187	3	10	conference	conference	NOUN
spir-12187	3	11	of	of	ADP
spir-12187	3	12	the	the	DET
spir-12187	3	13	association	association	NOUN
spir-12187	3	14	of	of	ADP
spir-12187	3	15	internet	internet	NOUN
spir-12187	3	16	researchers	researcher	NOUN
spir-12187	3	17	.	.	PUNCT
spir-12187	4	1	virtual	virtual	ADJ
spir-12187	4	2	event	event	NOUN
spir-12187	4	3	:	:	PUNCT
spir-12187	4	4	aoir	aoir	NOUN
spir-12187	4	5	.	.	PUNCT
spir-12187	4	6	retrieved	retrieve	VERB
spir-12187	4	7	from	from	ADP
spir-12187	4	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-12187	4	9	.	.	PUNCT
spir-12187	5	1	the	the	DET
spir-12187	5	2	seer	seer	NOUN
spir-12187	5	3	and	and	CCONJ
spir-12187	5	4	the	the	DET
spir-12187	5	5	seen	see	VERB
spir-12187	5	6	:	:	PUNCT
spir-12187	5	7	a	a	DET
spir-12187	5	8	survey	survey	NOUN
spir-12187	5	9	of	of	ADP
spir-12187	5	10	topics	topic	NOUN
spir-12187	5	11	found	find	VERB
spir-12187	5	12	in	in	ADP
spir-12187	5	13	palantir	palantir	NOUN
spir-12187	5	14	patents	patent	NOUN
spir-12187	5	15	andrew	andrew	PROPN
spir-12187	5	16	iliadis	iliadis	PROPN
spir-12187	5	17	temple	temple	PROPN
spir-12187	5	18	university	university	PROPN
spir-12187	5	19	amelia	amelia	PROPN
spir-12187	5	20	acker	acker	PROPN
spir-12187	5	21	university	university	PROPN
spir-12187	5	22	of	of	ADP
spir-12187	5	23	texas	texas	PROPN
spir-12187	5	24	at	at	ADP
spir-12187	5	25	austin	austin	PROPN
spir-12187	5	26	introduction	introduction	PROPN
spir-12187	5	27	palantir	palantir	NOUN
spir-12187	5	28	is	be	AUX
spir-12187	5	29	one	one	NUM
spir-12187	5	30	of	of	ADP
spir-12187	5	31	the	the	DET
spir-12187	5	32	most	most	ADV
spir-12187	5	33	secretive	secretive	ADJ
spir-12187	5	34	technology	technology	NOUN
spir-12187	5	35	firms	firm	NOUN
spir-12187	5	36	in	in	ADP
spir-12187	5	37	the	the	DET
spir-12187	5	38	us	us	PROPN
spir-12187	5	39	.	.	PUNCT
spir-12187	6	1	the	the	DET
spir-12187	6	2	company	company	NOUN
spir-12187	6	3	supplies	supply	VERB
spir-12187	6	4	information	information	NOUN
spir-12187	6	5	technology	technology	NOUN
spir-12187	6	6	solutions	solution	NOUN
spir-12187	6	7	to	to	ADP
spir-12187	6	8	government	government	NOUN
spir-12187	6	9	agencies	agency	NOUN
spir-12187	6	10	,	,	PUNCT
spir-12187	6	11	humanitarian	humanitarian	ADJ
spir-12187	6	12	organizations	organization	NOUN
spir-12187	6	13	,	,	PUNCT
spir-12187	6	14	and	and	CCONJ
spir-12187	6	15	corporations	corporation	NOUN
spir-12187	6	16	,	,	PUNCT
spir-12187	6	17	focusing	focus	VERB
spir-12187	6	18	specifically	specifically	ADV
spir-12187	6	19	on	on	ADP
spir-12187	6	20	data	data	NOUN
spir-12187	6	21	integration	integration	NOUN
spir-12187	6	22	and	and	CCONJ
spir-12187	6	23	surveillance	surveillance	NOUN
spir-12187	6	24	services	service	NOUN
spir-12187	6	25	.	.	PUNCT
spir-12187	7	1	several	several	ADJ
spir-12187	7	2	qualitative	qualitative	ADJ
spir-12187	7	3	studies	study	NOUN
spir-12187	7	4	have	have	AUX
spir-12187	7	5	examined	examine	VERB
spir-12187	7	6	use	use	NOUN
spir-12187	7	7	of	of	ADP
spir-12187	7	8	palantir	palantir	NOUN
spir-12187	7	9	’s	’s	PART
spir-12187	7	10	products	product	NOUN
spir-12187	7	11	in	in	ADP
spir-12187	7	12	field	field	NOUN
spir-12187	7	13	operations	operation	NOUN
spir-12187	7	14	by	by	ADP
spir-12187	7	15	police	police	NOUN
spir-12187	7	16	agencies	agency	NOUN
spir-12187	7	17	through	through	ADP
spir-12187	7	18	ethnography	ethnography	NOUN
spir-12187	7	19	and	and	CCONJ
spir-12187	7	20	legal	legal	ADJ
spir-12187	7	21	case	case	NOUN
spir-12187	7	22	studies	study	NOUN
spir-12187	7	23	(	(	PUNCT
spir-12187	7	24	brayne	brayne	PROPN
spir-12187	7	25	,	,	PUNCT
spir-12187	7	26	2020	2020	NUM
spir-12187	7	27	;	;	PUNCT
spir-12187	7	28	ferguson	ferguson	PROPN
spir-12187	7	29	,	,	PUNCT
spir-12187	7	30	2017	2017	NUM
spir-12187	7	31	)	)	PUNCT
spir-12187	7	32	or	or	CCONJ
spir-12187	7	33	have	have	AUX
spir-12187	7	34	conducted	conduct	VERB
spir-12187	7	35	critical	critical	ADJ
spir-12187	7	36	and	and	CCONJ
spir-12187	7	37	rhetorical	rhetorical	ADJ
spir-12187	7	38	analyses	analysis	NOUN
spir-12187	7	39	of	of	ADP
spir-12187	7	40	palantir	palantir	NOUN
spir-12187	7	41	’s	’s	PART
spir-12187	7	42	marketing	marketing	NOUN
spir-12187	7	43	,	,	PUNCT
spir-12187	7	44	reports	report	NOUN
spir-12187	7	45	,	,	PUNCT
spir-12187	7	46	and	and	CCONJ
spir-12187	7	47	the	the	DET
spir-12187	7	48	public	public	ADJ
spir-12187	7	49	-	-	PUNCT
spir-12187	7	50	facing	face	VERB
spir-12187	7	51	associated	associated	ADJ
spir-12187	7	52	literature	literature	PROPN
spir-12187	7	53	describing	describe	VERB
spir-12187	7	54	palantir	palantir	PROPN
spir-12187	7	55	’s	’s	PART
spir-12187	7	56	software	software	NOUN
spir-12187	7	57	products	product	NOUN
spir-12187	7	58	and	and	CCONJ
spir-12187	7	59	services	service	NOUN
spir-12187	7	60	(	(	PUNCT
spir-12187	7	61	munn	munn	PROPN
spir-12187	7	62	,	,	PUNCT
spir-12187	7	63	2017	2017	NUM
spir-12187	7	64	;	;	PUNCT
spir-12187	7	65	knight	knight	NOUN
spir-12187	7	66	and	and	CCONJ
spir-12187	7	67	gekker	gekker	NOUN
spir-12187	7	68	,	,	PUNCT
spir-12187	7	69	2020	2020	NUM
spir-12187	7	70	)	)	PUNCT
spir-12187	7	71	.	.	PUNCT
spir-12187	8	1	to	to	PART
spir-12187	8	2	investigate	investigate	VERB
spir-12187	8	3	palantir	palantir	NOUN
spir-12187	8	4	’s	’s	PART
spir-12187	8	5	opaque	opaque	ADJ
spir-12187	8	6	technology	technology	NOUN
spir-12187	8	7	practices	practice	NOUN
spir-12187	8	8	,	,	PUNCT
spir-12187	8	9	this	this	DET
spir-12187	8	10	paper	paper	NOUN
spir-12187	8	11	presents	present	VERB
spir-12187	8	12	findings	finding	NOUN
spir-12187	8	13	from	from	ADP
spir-12187	8	14	a	a	DET
spir-12187	8	15	computational	computational	ADJ
spir-12187	8	16	topic	topic	NOUN
spir-12187	8	17	modeling	modeling	NOUN
spir-12187	8	18	of	of	ADP
spir-12187	8	19	a	a	DET
spir-12187	8	20	purposive	purposive	ADJ
spir-12187	8	21	sample	sample	NOUN
spir-12187	8	22	(	(	PUNCT
spir-12187	8	23	n=155	n=155	NUM
spir-12187	8	24	)	)	PUNCT
spir-12187	8	25	of	of	ADP
spir-12187	8	26	palantir	palantir	NOUN
spir-12187	8	27	’s	’s	PART
spir-12187	8	28	patents	patent	NOUN
spir-12187	8	29	filed	file	VERB
spir-12187	8	30	from	from	ADP
spir-12187	8	31	2006	2006	NUM
spir-12187	8	32	-	-	SYM
spir-12187	8	33	2019	2019	NUM
spir-12187	8	34	in	in	ADP
spir-12187	8	35	the	the	DET
spir-12187	8	36	us	us	PROPN
spir-12187	8	37	,	,	PUNCT
spir-12187	8	38	germany	germany	PROPN
spir-12187	8	39	,	,	PUNCT
spir-12187	8	40	australia	australia	PROPN
spir-12187	8	41	,	,	PUNCT
spir-12187	8	42	uk	uk	PROPN
spir-12187	8	43	,	,	PUNCT
spir-12187	8	44	and	and	CCONJ
spir-12187	8	45	eu	eu	PROPN
spir-12187	8	46	,	,	PUNCT
spir-12187	8	47	along	along	ADP
spir-12187	8	48	with	with	ADP
spir-12187	8	49	a	a	DET
spir-12187	8	50	description	description	NOUN
spir-12187	8	51	of	of	ADP
spir-12187	8	52	key	key	ADJ
spir-12187	8	53	patent	patent	NOUN
spir-12187	8	54	topics	topic	NOUN
spir-12187	8	55	and	and	CCONJ
spir-12187	8	56	themes	theme	NOUN
spir-12187	8	57	.	.	PUNCT
spir-12187	9	1	this	this	DET
spir-12187	9	2	approach	approach	NOUN
spir-12187	9	3	follows	follow	VERB
spir-12187	9	4	the	the	DET
spir-12187	9	5	spate	spate	NOUN
spir-12187	9	6	of	of	ADP
spir-12187	9	7	recent	recent	ADJ
spir-12187	9	8	literature	literature	NOUN
spir-12187	9	9	that	that	PRON
spir-12187	9	10	uses	use	VERB
spir-12187	9	11	patents	patent	NOUN
spir-12187	9	12	as	as	ADP
spir-12187	9	13	primary	primary	ADJ
spir-12187	9	14	data	datum	NOUN
spir-12187	9	15	for	for	ADP
spir-12187	9	16	researching	research	VERB
spir-12187	9	17	opaque	opaque	ADJ
spir-12187	9	18	information	information	NOUN
spir-12187	9	19	technology	technology	NOUN
spir-12187	9	20	firms	firm	NOUN
spir-12187	9	21	.	.	PUNCT
spir-12187	10	1	in	in	ADP
spir-12187	10	2	recent	recent	ADJ
spir-12187	10	3	years	year	NOUN
spir-12187	10	4	,	,	PUNCT
spir-12187	10	5	press	press	NOUN
spir-12187	10	6	reporting	reporting	NOUN
spir-12187	10	7	has	have	AUX
spir-12187	10	8	covered	cover	VERB
spir-12187	10	9	palantir	palantir	NOUN
spir-12187	10	10	’s	’s	PART
spir-12187	10	11	links	link	NOUN
spir-12187	10	12	to	to	ADP
spir-12187	10	13	the	the	DET
spir-12187	10	14	us	us	PROPN
spir-12187	10	15	national	national	PROPN
spir-12187	10	16	security	security	PROPN
spir-12187	10	17	agency	agency	NOUN
spir-12187	10	18	’s	’s	PART
spir-12187	10	19	(	(	PUNCT
spir-12187	10	20	nsa	nsa	PROPN
spir-12187	10	21	)	)	PUNCT
spir-12187	10	22	surveillance	surveillance	NOUN
spir-12187	10	23	operations	operation	NOUN
spir-12187	10	24	through	through	ADP
spir-12187	10	25	the	the	DET
spir-12187	10	26	edward	edward	PROPN
spir-12187	10	27	snowden	snowden	PROPN
spir-12187	10	28	whistleblowing	whistleblowing	NOUN
spir-12187	10	29	revelations	revelation	NOUN
spir-12187	10	30	,	,	PUNCT
spir-12187	10	31	accused	accuse	VERB
spir-12187	10	32	palantir	palantir	NOUN
spir-12187	10	33	of	of	ADP
spir-12187	10	34	human	human	ADJ
spir-12187	10	35	rights	right	NOUN
spir-12187	10	36	violations	violation	NOUN
spir-12187	10	37	“	"	PUNCT
spir-12187	10	38	targeting	target	VERB
spir-12187	10	39	parents	parent	NOUN
spir-12187	10	40	and	and	CCONJ
spir-12187	10	41	caregivers	caregiver	NOUN
spir-12187	10	42	of	of	ADP
spir-12187	10	43	unaccompanied	unaccompanied	ADJ
spir-12187	10	44	migrant	migrant	ADJ
spir-12187	10	45	children	child	NOUN
spir-12187	10	46	”	"	PUNCT
spir-12187	10	47	according	accord	VERB
spir-12187	10	48	to	to	ADP
spir-12187	10	49	amnesty	amnesty	NOUN
spir-12187	10	50	international	international	ADJ
spir-12187	10	51	,	,	PUNCT
spir-12187	10	52	and	and	CCONJ
spir-12187	10	53	reproached	reproach	VERB
spir-12187	10	54	palantir	palantir	PROPN
spir-12187	10	55	’s	’s	PART
spir-12187	10	56	unethical	unethical	ADJ
spir-12187	10	57	approaches	approach	NOUN
spir-12187	10	58	to	to	ADP
spir-12187	10	59	responsible	responsible	ADJ
spir-12187	10	60	corporate	corporate	ADJ
spir-12187	10	61	conduct	conduct	NOUN
spir-12187	10	62	.	.	PUNCT
spir-12187	11	1	yet	yet	ADV
spir-12187	11	2	,	,	PUNCT
spir-12187	11	3	palantir	palantir	NOUN
spir-12187	11	4	recently	recently	ADV
spir-12187	11	5	received	receive	VERB
spir-12187	11	6	a	a	DET
spir-12187	11	7	valuation	valuation	NOUN
spir-12187	11	8	totaling	total	VERB
spir-12187	11	9	$	$	SYM
spir-12187	11	10	20	20	NUM
spir-12187	11	11	billion	billion	NUM
spir-12187	11	12	usd	usd	NOUN
spir-12187	11	13	and	and	CCONJ
spir-12187	11	14	the	the	DET
spir-12187	11	15	number	number	NOUN
spir-12187	11	16	of	of	ADP
spir-12187	11	17	academic	academic	ADJ
spir-12187	11	18	studies	study	NOUN
spir-12187	11	19	about	about	ADP
spir-12187	11	20	palantir	palantir	PROPN
spir-12187	11	21	’s	’s	PART
spir-12187	11	22	organization	organization	NOUN
spir-12187	11	23	and	and	CCONJ
spir-12187	11	24	software	software	NOUN
spir-12187	11	25	can	can	AUX
spir-12187	11	26	be	be	AUX
spir-12187	11	27	counted	count	VERB
spir-12187	11	28	on	on	ADP
spir-12187	11	29	one	one	NUM
spir-12187	11	30	hand	hand	NOUN
spir-12187	11	31	.	.	PUNCT
spir-12187	12	1	this	this	DET
spir-12187	12	2	article	article	NOUN
spir-12187	12	3	contributes	contribute	VERB
spir-12187	12	4	to	to	ADP
spir-12187	12	5	this	this	DET
spir-12187	12	6	scholarship	scholarship	NOUN
spir-12187	12	7	by	by	ADP
spir-12187	12	8	providing	provide	VERB
spir-12187	12	9	firsthand	firsthand	ADV
spir-12187	12	10	,	,	PUNCT
spir-12187	12	11	primary	primary	ADJ
spir-12187	12	12	source	source	NOUN
spir-12187	12	13	documentation	documentation	NOUN
spir-12187	12	14	of	of	ADP
spir-12187	12	15	palantir	palantir	PROPN
spir-12187	12	16	’s	’s	PART
spir-12187	12	17	surveillance	surveillance	NOUN
spir-12187	12	18	platform	platform	NOUN
spir-12187	12	19	,	,	PUNCT
spir-12187	12	20	explaining	explain	VERB
spir-12187	12	21	how	how	SCONJ
spir-12187	12	22	the	the	DET
spir-12187	12	23	company	company	NOUN
spir-12187	12	24	imagines	imagine	VERB
spir-12187	12	25	and	and	CCONJ
spir-12187	12	26	describes	describe	VERB
spir-12187	12	27	its	its	PRON
spir-12187	12	28	technical	technical	ADJ
spir-12187	12	29	capabilities	capability	NOUN
spir-12187	12	30	.	.	PUNCT
spir-12187	13	1	methods	method	NOUN
spir-12187	13	2	for	for	ADP
spir-12187	13	3	this	this	DET
spir-12187	13	4	study	study	NOUN
spir-12187	13	5	,	,	PUNCT
spir-12187	13	6	we	we	PRON
spir-12187	13	7	scraped	scrape	VERB
spir-12187	13	8	all	all	DET
spir-12187	13	9	palantir	palantir	PROPN
spir-12187	13	10	’s	’s	PART
spir-12187	13	11	“	"	PUNCT
spir-12187	13	12	ontology	ontology	NOUN
spir-12187	13	13	”	"	PUNCT
spir-12187	13	14	patents	patent	NOUN
spir-12187	13	15	(	(	PUNCT
spir-12187	13	16	as	as	ADP
spir-12187	13	17	of	of	ADP
spir-12187	13	18	08/25/20	08/25/20	PROPN
spir-12187	13	19	)	)	PUNCT
spir-12187	13	20	from	from	ADP
spir-12187	13	21	google	google	PROPN
spir-12187	13	22	patents	patent	NOUN
spir-12187	13	23	.	.	PUNCT
spir-12187	14	1	this	this	PRON
spir-12187	14	2	produced	produce	VERB
spir-12187	14	3	a	a	DET
spir-12187	14	4	purposive	purposive	ADJ
spir-12187	14	5	sample	sample	NOUN
spir-12187	14	6	(	(	PUNCT
spir-12187	14	7	n=155	n=155	NUM
spir-12187	14	8	)	)	PUNCT
spir-12187	14	9	of	of	ADP
spir-12187	14	10	palantir	palantir	NOUN
spir-12187	14	11	patents	patent	NOUN
spir-12187	14	12	,	,	PUNCT
spir-12187	14	13	consisting	consist	VERB
spir-12187	14	14	of	of	ADP
spir-12187	14	15	5197	5197	NUM
spir-12187	14	16	pages	page	NOUN
spir-12187	14	17	,	,	PUNCT
spir-12187	14	18	over	over	ADP
spir-12187	14	19	2.5	2.5	NUM
spir-12187	14	20	million	million	NUM
spir-12187	14	21	words	word	NOUN
spir-12187	14	22	,	,	PUNCT
spir-12187	14	23	and	and	CCONJ
spir-12187	14	24	over	over	ADP
spir-12187	14	25	18.5	18.5	NUM
spir-12187	14	26	million	million	NUM
spir-12187	14	27	characters	character	NOUN
spir-12187	14	28	.	.	PUNCT
spir-12187	15	1	we	we	PRON
spir-12187	15	2	then	then	ADV
spir-12187	15	3	prepared	prepare	VERB
spir-12187	15	4	the	the	DET
spir-12187	15	5	dataset	dataset	NOUN
spir-12187	15	6	for	for	ADP
spir-12187	15	7	processing	processing	NOUN
spir-12187	15	8	by	by	ADP
spir-12187	15	9	stripping	strip	VERB
spir-12187	15	10	all	all	DET
spir-12187	15	11	the	the	DET
spir-12187	15	12	metadata	metadata	NOUN
spir-12187	15	13	and	and	CCONJ
spir-12187	15	14	special	special	ADJ
spir-12187	15	15	features	feature	NOUN
spir-12187	15	16	,	,	PUNCT
spir-12187	15	17	converting	convert	VERB
spir-12187	15	18	formats	format	NOUN
spir-12187	15	19	,	,	PUNCT
spir-12187	15	20	compressing	compress	VERB
spir-12187	15	21	,	,	PUNCT
spir-12187	15	22	and	and	CCONJ
spir-12187	15	23	collating	collate	VERB
spir-12187	15	24	the	the	DET
spir-12187	15	25	patents	patent	NOUN
spir-12187	15	26	together	together	ADV
spir-12187	15	27	.	.	PUNCT
spir-12187	16	1	topic	topic	NOUN
spir-12187	16	2	modeling	modeling	NOUN
spir-12187	16	3	was	be	AUX
spir-12187	16	4	performed	perform	VERB
spir-12187	16	5	using	use	VERB
spir-12187	16	6	a	a	DET
spir-12187	16	7	bag	bag	NOUN
spir-12187	16	8	-	-	PUNCT
spir-12187	16	9	of	of	ADP
spir-12187	16	10	-	-	PUNCT
spir-12187	16	11	words	word	NOUN
spir-12187	16	12	model	model	NOUN
spir-12187	16	13	and	and	CCONJ
spir-12187	16	14	latent	latent	ADJ
spir-12187	16	15	dirichlet	dirichlet	PROPN
spir-12187	16	16	allocation	allocation	NOUN
spir-12187	16	17	(	(	PUNCT
spir-12187	16	18	lda	lda	PROPN
spir-12187	16	19	)	)	PUNCT
spir-12187	16	20	.	.	PUNCT
spir-12187	17	1	we	we	PRON
spir-12187	17	2	collaboratively	collaboratively	ADV
spir-12187	17	3	and	and	CCONJ
spir-12187	17	4	iteratively	iteratively	ADV
spir-12187	17	5	reviewed	review	VERB
spir-12187	17	6	the	the	DET
spir-12187	17	7	results	result	NOUN
spir-12187	17	8	and	and	CCONJ
spir-12187	17	9	identified	identify	VERB
spir-12187	17	10	20	20	NUM
spir-12187	17	11	topics	topic	NOUN
spir-12187	17	12	that	that	PRON
spir-12187	17	13	were	be	AUX
spir-12187	17	14	modeled	model	VERB
spir-12187	17	15	from	from	ADP
spir-12187	17	16	the	the	DET
spir-12187	17	17	output	output	NOUN
spir-12187	17	18	containing	contain	VERB
spir-12187	17	19	20	20	NUM
spir-12187	17	20	most	most	ADV
spir-12187	17	21	frequent	frequent	ADJ
spir-12187	17	22	words	word	NOUN
spir-12187	17	23	related	relate	VERB
spir-12187	17	24	to	to	ADP
spir-12187	17	25	each	each	DET
spir-12187	17	26	topic	topic	NOUN
spir-12187	17	27	.	.	PUNCT
spir-12187	18	1	we	we	PRON
spir-12187	18	2	then	then	ADV
spir-12187	18	3	developed	develop	VERB
spir-12187	18	4	3	3	NUM
spir-12187	18	5	overarching	overarching	ADJ
spir-12187	18	6	themes	theme	NOUN
spir-12187	18	7	that	that	PRON
spir-12187	18	8	emerged	emerge	VERB
spir-12187	18	9	from	from	ADP
spir-12187	18	10	these	these	DET
spir-12187	18	11	20	20	NUM
spir-12187	18	12	topics	topic	NOUN
spir-12187	18	13	.	.	PUNCT
spir-12187	19	1	findings	finding	VERB
spir-12187	19	2	some	some	PRON
spir-12187	19	3	of	of	ADP
spir-12187	19	4	the	the	DET
spir-12187	19	5	more	more	ADV
spir-12187	19	6	interesting	interesting	ADJ
spir-12187	19	7	patents	patent	NOUN
spir-12187	19	8	in	in	ADP
spir-12187	19	9	our	our	PRON
spir-12187	19	10	dataset	dataset	NOUN
spir-12187	19	11	include	include	VERB
spir-12187	19	12	those	those	PRON
spir-12187	19	13	with	with	ADP
spir-12187	19	14	titles	title	NOUN
spir-12187	19	15	describing	describe	VERB
spir-12187	19	16	data	datum	NOUN
spir-12187	19	17	integration	integration	NOUN
spir-12187	19	18	,	,	PUNCT
spir-12187	19	19	context	context	NOUN
spir-12187	19	20	-	-	PUNCT
spir-12187	19	21	building	building	NOUN
spir-12187	19	22	processes	process	NOUN
spir-12187	19	23	,	,	PUNCT
spir-12187	19	24	entity	entity	NOUN
spir-12187	19	25	,	,	PUNCT
spir-12187	19	26	property	property	NOUN
spir-12187	19	27	,	,	PUNCT
spir-12187	19	28	and	and	CCONJ
spir-12187	19	29	relationship	relationship	NOUN
spir-12187	19	30	identification	identification	NOUN
spir-12187	19	31	,	,	PUNCT
spir-12187	19	32	and	and	CCONJ
spir-12187	19	33	threat	threat	NOUN
spir-12187	19	34	detection	detection	NOUN
spir-12187	19	35	.	.	PUNCT
spir-12187	20	1	table	table	NOUN
spir-12187	20	2	1	1	NUM
spir-12187	20	3	below	below	ADV
spir-12187	20	4	is	be	AUX
spir-12187	20	5	a	a	DET
spir-12187	20	6	small	small	ADJ
spir-12187	20	7	sample	sample	NOUN
spir-12187	20	8	of	of	ADP
spir-12187	20	9	patent	patent	NOUN
spir-12187	20	10	titles	title	NOUN
spir-12187	20	11	extracted	extract	VERB
spir-12187	20	12	from	from	ADP
spir-12187	20	13	our	our	PRON
spir-12187	20	14	corpus	corpus	NOUN
spir-12187	20	15	.	.	PUNCT
spir-12187	21	1	table	table	NOUN
spir-12187	21	2	1	1	NUM
spir-12187	21	3	.	.	PUNCT
spir-12187	21	4	sample	sample	NOUN
spir-12187	21	5	list	list	NOUN
spir-12187	21	6	of	of	ADP
spir-12187	21	7	palantir	palantir	NOUN
spir-12187	21	8	ontology	ontology	NOUN
spir-12187	21	9	patent	patent	NOUN
spir-12187	21	10	titles	title	NOUN
spir-12187	21	11	.	.	PUNCT
spir-12187	22	1	along	along	ADP
spir-12187	22	2	with	with	ADP
spir-12187	22	3	titles	title	NOUN
spir-12187	22	4	,	,	PUNCT
spir-12187	22	5	the	the	DET
spir-12187	22	6	corpus	corpus	NOUN
spir-12187	22	7	included	include	VERB
spir-12187	22	8	metadata	metadata	NOUN
spir-12187	22	9	for	for	ADP
spir-12187	22	10	patent	patent	NOUN
spir-12187	22	11	i	i	PROPN
spir-12187	22	12	d	d	PROPN
spir-12187	22	13	codes	code	NOUN
spir-12187	22	14	,	,	PUNCT
spir-12187	22	15	assignee	assignee	NOUN
spir-12187	22	16	names	name	NOUN
spir-12187	22	17	,	,	PUNCT
spir-12187	22	18	inventor	inventor	NOUN
spir-12187	22	19	’s	’s	PART
spir-12187	22	20	names	name	NOUN
spir-12187	22	21	,	,	PUNCT
spir-12187	22	22	priority	priority	NOUN
spir-12187	22	23	dates	date	NOUN
spir-12187	22	24	,	,	PUNCT
spir-12187	22	25	filing	filing	NOUN
spir-12187	22	26	and	and	CCONJ
spir-12187	22	27	creation	creation	NOUN
spir-12187	22	28	dates	date	NOUN
spir-12187	22	29	,	,	PUNCT
spir-12187	22	30	publication	publication	NOUN
spir-12187	22	31	dates	date	NOUN
spir-12187	22	32	,	,	PUNCT
spir-12187	22	33	result	result	NOUN
spir-12187	22	34	links	link	NOUN
spir-12187	22	35	,	,	PUNCT
spir-12187	22	36	and	and	CCONJ
spir-12187	22	37	representative	representative	ADJ
spir-12187	22	38	figure	figure	NOUN
spir-12187	22	39	links	link	NOUN
spir-12187	22	40	,	,	PUNCT
spir-12187	22	41	among	among	ADP
spir-12187	22	42	other	other	ADJ
spir-12187	22	43	common	common	ADJ
spir-12187	22	44	structured	structured	ADJ
spir-12187	22	45	information	information	NOUN
spir-12187	22	46	found	find	VERB
spir-12187	22	47	in	in	ADP
spir-12187	22	48	technology	technology	NOUN
spir-12187	22	49	patents	patent	NOUN
spir-12187	22	50	.	.	PUNCT
spir-12187	23	1	among	among	ADP
spir-12187	23	2	the	the	DET
spir-12187	23	3	155	155	NUM
spir-12187	23	4	patents	patent	NOUN
spir-12187	23	5	only	only	ADV
spir-12187	23	6	51	51	NUM
spir-12187	23	7	have	have	AUX
spir-12187	23	8	been	be	AUX
spir-12187	23	9	granted	grant	VERB
spir-12187	23	10	,	,	PUNCT
spir-12187	23	11	indicating	indicate	VERB
spir-12187	23	12	that	that	SCONJ
spir-12187	23	13	at	at	ADP
spir-12187	23	14	the	the	DET
spir-12187	23	15	time	time	NOUN
spir-12187	23	16	of	of	ADP
spir-12187	23	17	collection	collection	NOUN
spir-12187	23	18	roughly	roughly	ADV
spir-12187	23	19	a	a	DET
spir-12187	23	20	third	third	NOUN
spir-12187	23	21	of	of	ADP
spir-12187	23	22	palantir	palantir	NOUN
spir-12187	23	23	’s	’s	PART
spir-12187	23	24	ontology	ontology	NOUN
spir-12187	23	25	patents	patent	NOUN
spir-12187	23	26	had	have	AUX
spir-12187	23	27	been	be	AUX
spir-12187	23	28	granted	grant	VERB
spir-12187	23	29	by	by	ADP
spir-12187	23	30	the	the	DET
spir-12187	23	31	patent	patent	NOUN
spir-12187	23	32	and	and	CCONJ
spir-12187	23	33	trademark	trademark	NOUN
spir-12187	23	34	offices	office	NOUN
spir-12187	23	35	of	of	ADP
spir-12187	23	36	their	their	PRON
spir-12187	23	37	respective	respective	ADJ
spir-12187	23	38	countries	country	NOUN
spir-12187	23	39	.	.	PUNCT
spir-12187	24	1	this	this	PRON
spir-12187	24	2	does	do	AUX
spir-12187	24	3	not	not	PART
spir-12187	24	4	mean	mean	VERB
spir-12187	24	5	that	that	SCONJ
spir-12187	24	6	a	a	DET
spir-12187	24	7	large	large	ADJ
spir-12187	24	8	majority	majority	NOUN
spir-12187	24	9	of	of	ADP
spir-12187	24	10	these	these	DET
spir-12187	24	11	patents	patent	NOUN
spir-12187	24	12	will	will	AUX
spir-12187	24	13	fail	fail	VERB
spir-12187	24	14	to	to	PART
spir-12187	24	15	become	become	AUX
spir-12187	24	16	granted	grant	VERB
spir-12187	24	17	,	,	PUNCT
spir-12187	24	18	as	as	SCONJ
spir-12187	24	19	the	the	DET
spir-12187	24	20	longest	long	ADV
spir-12187	24	21	observable	observable	ADJ
spir-12187	24	22	time	time	NOUN
spir-12187	24	23	between	between	ADP
spir-12187	24	24	priority	priority	NOUN
spir-12187	24	25	date	date	NOUN
spir-12187	24	26	(	(	PUNCT
spir-12187	24	27	first	first	ADJ
spir-12187	24	28	date	date	NOUN
spir-12187	24	29	)	)	PUNCT
spir-12187	24	30	and	and	CCONJ
spir-12187	24	31	grant	grant	NOUN
spir-12187	24	32	date	date	NOUN
spir-12187	24	33	(	(	PUNCT
spir-12187	24	34	final	final	ADJ
spir-12187	24	35	date	date	NOUN
spir-12187	24	36	)	)	PUNCT
spir-12187	24	37	was	be	AUX
spir-12187	24	38	12	12	NUM
spir-12187	24	39	years	year	NOUN
spir-12187	24	40	,	,	PUNCT
spir-12187	24	41	from	from	ADP
spir-12187	24	42	11/20/2006	11/20/2006	NUM
spir-12187	24	43	to	to	ADP
spir-12187	24	44	8/28/2018	8/28/2018	NUM
spir-12187	24	45	,	,	PUNCT
spir-12187	24	46	and	and	CCONJ
spir-12187	24	47	many	many	ADJ
spir-12187	24	48	patents	patent	NOUN
spir-12187	24	49	among	among	ADP
spir-12187	24	50	the	the	DET
spir-12187	24	51	corpus	corpus	NOUN
spir-12187	24	52	were	be	AUX
spir-12187	24	53	given	give	VERB
spir-12187	24	54	priority	priority	NOUN
spir-12187	24	55	dates	date	NOUN
spir-12187	24	56	only	only	ADV
spir-12187	24	57	within	within	ADP
spir-12187	24	58	the	the	DET
spir-12187	24	59	last	last	ADJ
spir-12187	24	60	few	few	ADJ
spir-12187	24	61	years	year	NOUN
spir-12187	24	62	.	.	PUNCT
spir-12187	25	1	among	among	ADP
spir-12187	25	2	the	the	DET
spir-12187	25	3	countries	country	NOUN
spir-12187	25	4	and	and	CCONJ
spir-12187	25	5	regions	region	NOUN
spir-12187	25	6	in	in	ADP
spir-12187	25	7	which	which	PRON
spir-12187	25	8	the	the	DET
spir-12187	25	9	patents	patent	NOUN
spir-12187	25	10	were	be	AUX
spir-12187	25	11	filed	file	VERB
spir-12187	25	12	,	,	PUNCT
spir-12187	25	13	the	the	DET
spir-12187	25	14	breakdown	breakdown	NOUN
spir-12187	25	15	was	be	AUX
spir-12187	25	16	31	31	NUM
spir-12187	25	17	from	from	ADP
spir-12187	25	18	the	the	DET
spir-12187	25	19	european	european	PROPN
spir-12187	25	20	patent	patent	PROPN
spir-12187	25	21	office	office	NOUN
spir-12187	25	22	,	,	PUNCT
spir-12187	25	23	4	4	NUM
spir-12187	25	24	from	from	ADP
spir-12187	25	25	germany	germany	PROPN
spir-12187	25	26	,	,	PUNCT
spir-12187	25	27	1	1	NUM
spir-12187	25	28	from	from	ADP
spir-12187	25	29	australia	australia	PROPN
spir-12187	25	30	,	,	PUNCT
spir-12187	25	31	1	1	NUM
spir-12187	25	32	from	from	ADP
spir-12187	25	33	the	the	DET
spir-12187	25	34	uk	uk	PROPN
spir-12187	25	35	,	,	PUNCT
spir-12187	25	36	1	1	NUM
spir-12187	25	37	from	from	ADP
spir-12187	25	38	the	the	DET
spir-12187	25	39	netherlands	netherlands	PROPN
spir-12187	25	40	,	,	PUNCT
spir-12187	25	41	and	and	CCONJ
spir-12187	25	42	117	117	NUM
spir-12187	25	43	from	from	ADP
spir-12187	25	44	the	the	DET
spir-12187	25	45	us	us	PROPN
spir-12187	25	46	,	,	PUNCT
spir-12187	25	47	clearly	clearly	ADV
spir-12187	25	48	showing	show	VERB
spir-12187	25	49	that	that	SCONJ
spir-12187	25	50	palantir	palantir	NOUN
spir-12187	25	51	files	file	NOUN
spir-12187	25	52	most	most	ADJ
spir-12187	25	53	of	of	ADP
spir-12187	25	54	their	their	PRON
spir-12187	25	55	ontology	ontology	NOUN
spir-12187	25	56	patents	patent	NOUN
spir-12187	25	57	domestically	domestically	ADV
spir-12187	25	58	.	.	PUNCT
spir-12187	26	1	among	among	ADP
spir-12187	26	2	proper	proper	ADJ
spir-12187	26	3	names	name	NOUN
spir-12187	26	4	,	,	PUNCT
spir-12187	26	5	we	we	PRON
spir-12187	26	6	distilled	distil	VERB
spir-12187	26	7	platform	platform	NOUN
spir-12187	26	8	companies	company	NOUN
spir-12187	26	9	’	’	PART
spir-12187	26	10	names	name	NOUN
spir-12187	26	11	from	from	ADP
spir-12187	26	12	the	the	DET
spir-12187	26	13	corpus	corpus	NOUN
spir-12187	26	14	.	.	PUNCT
spir-12187	27	1	these	these	PRON
spir-12187	27	2	included	include	VERB
spir-12187	27	3	amazon	amazon	NOUN
spir-12187	27	4	,	,	PUNCT
spir-12187	27	5	apple	apple	NOUN
spir-12187	27	6	,	,	PUNCT
spir-12187	27	7	facebook	facebook	NOUN
spir-12187	27	8	,	,	PUNCT
spir-12187	27	9	google	google	PROPN
spir-12187	27	10	,	,	PUNCT
spir-12187	27	11	instagram	instagram	PROPN
spir-12187	27	12	,	,	PUNCT
spir-12187	27	13	linkedin	linkedin	PROPN
spir-12187	27	14	,	,	PUNCT
spir-12187	27	15	microsoft	microsoft	PROPN
spir-12187	27	16	,	,	PUNCT
spir-12187	27	17	and	and	CCONJ
spir-12187	27	18	twitter	twitter	NOUN
spir-12187	27	19	.	.	PUNCT
spir-12187	28	1	google	google	PROPN
spir-12187	28	2	and	and	CCONJ
spir-12187	28	3	microsoft	microsoft	PROPN
spir-12187	28	4	were	be	AUX
spir-12187	28	5	mentioned	mention	VERB
spir-12187	28	6	much	much	ADV
spir-12187	28	7	more	more	ADV
spir-12187	28	8	overall	overall	ADJ
spir-12187	28	9	than	than	ADP
spir-12187	28	10	the	the	DET
spir-12187	28	11	other	other	ADJ
spir-12187	28	12	companies	company	NOUN
spir-12187	28	13	in	in	ADP
spir-12187	28	14	the	the	DET
spir-12187	28	15	palantir	palantir	NOUN
spir-12187	28	16	patents	patent	NOUN
spir-12187	28	17	,	,	PUNCT
spir-12187	28	18	usually	usually	ADV
spir-12187	28	19	in	in	ADP
spir-12187	28	20	the	the	DET
spir-12187	28	21	context	context	NOUN
spir-12187	28	22	of	of	ADP
spir-12187	28	23	integrating	integrate	VERB
spir-12187	28	24	data	datum	NOUN
spir-12187	28	25	from	from	ADP
spir-12187	28	26	the	the	DET
spir-12187	28	27	services	service	NOUN
spir-12187	28	28	that	that	PRON
spir-12187	28	29	they	they	PRON
spir-12187	28	30	offer	offer	VERB
spir-12187	28	31	.	.	PUNCT
spir-12187	29	1	the	the	DET
spir-12187	29	2	data	datum	NOUN
spir-12187	29	3	here	here	ADV
spir-12187	29	4	shows	show	VERB
spir-12187	29	5	that	that	SCONJ
spir-12187	29	6	palantir	palantir	NOUN
spir-12187	29	7	envisions	envision	VERB
spir-12187	29	8	its	its	PRON
spir-12187	29	9	products	product	NOUN
spir-12187	29	10	integrating	integrate	VERB
spir-12187	29	11	data	datum	NOUN
spir-12187	29	12	from	from	ADP
spir-12187	29	13	the	the	DET
spir-12187	29	14	products	product	NOUN
spir-12187	29	15	and	and	CCONJ
spir-12187	29	16	services	service	NOUN
spir-12187	29	17	of	of	ADP
spir-12187	29	18	platforms	platform	NOUN
spir-12187	29	19	.	.	PUNCT
spir-12187	30	1	table	table	NOUN
spir-12187	30	2	2	2	NUM
spir-12187	30	3	below	below	ADV
spir-12187	30	4	shows	show	VERB
spir-12187	30	5	the	the	DET
spir-12187	30	6	custom	custom	NOUN
spir-12187	30	7	proper	proper	ADJ
spir-12187	30	8	name	name	NOUN
spir-12187	30	9	keywords	keyword	NOUN
spir-12187	30	10	and	and	CCONJ
spir-12187	30	11	most	most	ADV
spir-12187	30	12	common	common	ADJ
spir-12187	30	13	proximal	proximal	ADJ
spir-12187	30	14	word	word	NOUN
spir-12187	30	15	frequencies	frequency	NOUN
spir-12187	30	16	.	.	PUNCT
spir-12187	31	1	table	table	NOUN
spir-12187	31	2	2	2	NUM
spir-12187	31	3	.	.	PUNCT
spir-12187	32	1	custom	custom	VERB
spir-12187	32	2	proper	proper	ADJ
spir-12187	32	3	name	name	NOUN
spir-12187	32	4	keywords	keyword	NOUN
spir-12187	32	5	and	and	CCONJ
spir-12187	32	6	most	most	ADV
spir-12187	32	7	common	common	ADJ
spir-12187	32	8	proximal	proximal	ADJ
spir-12187	32	9	word	word	NOUN
spir-12187	32	10	frequencies	frequency	NOUN
spir-12187	32	11	.	.	PUNCT
spir-12187	33	1	our	our	PRON
spir-12187	33	2	main	main	ADJ
spir-12187	33	3	analysis	analysis	NOUN
spir-12187	33	4	object	object	NOUN
spir-12187	33	5	was	be	AUX
spir-12187	33	6	the	the	DET
spir-12187	33	7	topic	topic	NOUN
spir-12187	33	8	modeling	modeling	NOUN
spir-12187	33	9	,	,	PUNCT
spir-12187	33	10	which	which	PRON
spir-12187	33	11	included	include	VERB
spir-12187	33	12	the	the	DET
spir-12187	33	13	topics	topic	NOUN
spir-12187	33	14	,	,	PUNCT
spir-12187	33	15	associated	associate	VERB
spir-12187	33	16	keywords	keyword	NOUN
spir-12187	33	17	for	for	ADP
spir-12187	33	18	each	each	DET
spir-12187	33	19	topic	topic	NOUN
spir-12187	33	20	,	,	PUNCT
spir-12187	33	21	and	and	CCONJ
spir-12187	33	22	our	our	PRON
spir-12187	33	23	own	own	ADJ
spir-12187	33	24	manually	manually	ADV
spir-12187	33	25	chosen	choose	VERB
spir-12187	33	26	examples	example	NOUN
spir-12187	33	27	taken	take	VERB
spir-12187	33	28	from	from	ADP
spir-12187	33	29	the	the	DET
spir-12187	33	30	data	datum	NOUN
spir-12187	33	31	in	in	ADP
spir-12187	33	32	the	the	DET
spir-12187	33	33	form	form	NOUN
spir-12187	33	34	of	of	ADP
spir-12187	33	35	excerpts	excerpt	NOUN
spir-12187	33	36	.	.	PUNCT
spir-12187	34	1	the	the	DET
spir-12187	34	2	two	two	NUM
spir-12187	34	3	sets	set	NOUN
spir-12187	34	4	of	of	ADP
spir-12187	34	5	topics	topic	NOUN
spir-12187	34	6	,	,	PUNCT
spir-12187	34	7	keywords	keyword	NOUN
spir-12187	34	8	,	,	PUNCT
spir-12187	34	9	and	and	CCONJ
spir-12187	34	10	examples	example	NOUN
spir-12187	34	11	are	be	AUX
spir-12187	34	12	presented	present	VERB
spir-12187	34	13	in	in	ADP
spir-12187	34	14	tables	table	NOUN
spir-12187	34	15	3	3	NUM
spir-12187	34	16	and	and	CCONJ
spir-12187	34	17	4	4	NUM
spir-12187	34	18	.	.	NOUN
spir-12187	34	19	table	table	NOUN
spir-12187	34	20	3	3	NUM
spir-12187	34	21	.	.	PUNCT
spir-12187	34	22	topic	topic	NOUN
spir-12187	34	23	modeling	modeling	NOUN
spir-12187	34	24	for	for	ADP
spir-12187	34	25	topics	topic	NOUN
spir-12187	34	26	1	1	NUM
spir-12187	34	27	-	-	SYM
spir-12187	34	28	10	10	NUM
spir-12187	34	29	.	.	PUNCT
spir-12187	34	30	table	table	NOUN
spir-12187	34	31	4	4	NUM
spir-12187	34	32	.	.	PUNCT
spir-12187	34	33	topic	topic	NOUN
spir-12187	34	34	modeling	modeling	NOUN
spir-12187	34	35	for	for	ADP
spir-12187	34	36	topics	topic	NOUN
spir-12187	34	37	11	11	NUM
spir-12187	34	38	-	-	SYM
spir-12187	34	39	20	20	NUM
spir-12187	34	40	.	.	PUNCT
spir-12187	35	1	finding	find	VERB
spir-12187	35	2	1	1	NUM
spir-12187	35	3	:	:	PUNCT
spir-12187	35	4	labeling	label	VERB
spir-12187	35	5	human	human	ADJ
spir-12187	35	6	traces	trace	NOUN
spir-12187	35	7	and	and	CCONJ
spir-12187	35	8	sorting	sort	VERB
spir-12187	35	9	actions	action	NOUN
spir-12187	35	10	the	the	DET
spir-12187	35	11	first	first	ADJ
spir-12187	35	12	thread	thread	NOUN
spir-12187	35	13	(	(	PUNCT
spir-12187	35	14	table	table	NOUN
spir-12187	35	15	5	5	NUM
spir-12187	35	16	)	)	PUNCT
spir-12187	35	17	represents	represent	VERB
spir-12187	35	18	topics	topic	NOUN
spir-12187	35	19	related	relate	VERB
spir-12187	35	20	to	to	ADP
spir-12187	35	21	labeling	label	VERB
spir-12187	35	22	human	human	ADJ
spir-12187	35	23	traces	trace	NOUN
spir-12187	35	24	,	,	PUNCT
spir-12187	35	25	sorting	sorting	NOUN
spir-12187	35	26	actions	action	NOUN
spir-12187	35	27	,	,	PUNCT
spir-12187	35	28	and	and	CCONJ
spir-12187	35	29	identifying	identify	VERB
spir-12187	35	30	normative	normative	ADJ
spir-12187	35	31	flows	flow	NOUN
spir-12187	35	32	of	of	ADP
spir-12187	35	33	actions	action	NOUN
spir-12187	35	34	in	in	ADP
spir-12187	35	35	information	information	NOUN
spir-12187	35	36	systems	system	NOUN
spir-12187	35	37	to	to	ADP
spir-12187	35	38	flag	flag	NOUN
spir-12187	35	39	fraud	fraud	NOUN
spir-12187	35	40	,	,	PUNCT
spir-12187	35	41	alleged	allege	VERB
spir-12187	35	42	criminality	criminality	NOUN
spir-12187	35	43	,	,	PUNCT
spir-12187	35	44	hacking	hack	VERB
spir-12187	35	45	,	,	PUNCT
spir-12187	35	46	or	or	CCONJ
spir-12187	35	47	unusual	unusual	ADJ
spir-12187	35	48	events	event	NOUN
spir-12187	35	49	.	.	PUNCT
spir-12187	36	1	by	by	ADP
spir-12187	36	2	labeling	label	VERB
spir-12187	36	3	data	datum	NOUN
spir-12187	36	4	with	with	ADP
spir-12187	36	5	formal	formal	ADJ
spir-12187	36	6	ontologies	ontology	NOUN
spir-12187	36	7	,	,	PUNCT
spir-12187	36	8	knowledge	knowledge	NOUN
spir-12187	36	9	of	of	ADP
spir-12187	36	10	detection	detection	NOUN
spir-12187	36	11	,	,	PUNCT
spir-12187	36	12	prediction	prediction	NOUN
spir-12187	36	13	,	,	PUNCT
spir-12187	36	14	and	and	CCONJ
spir-12187	36	15	analysis	analysis	NOUN
spir-12187	36	16	can	can	AUX
spir-12187	36	17	commence	commence	VERB
spir-12187	36	18	(	(	PUNCT
spir-12187	36	19	i.e.	i.e.	X
spir-12187	36	20	,	,	PUNCT
spir-12187	36	21	beginnings	beginning	NOUN
spir-12187	36	22	of	of	ADP
spir-12187	36	23	the	the	DET
spir-12187	36	24	data	datum	NOUN
spir-12187	36	25	funnel	funnel	NOUN
spir-12187	36	26	)	)	PUNCT
spir-12187	36	27	.	.	PUNCT
spir-12187	37	1	table	table	NOUN
spir-12187	37	2	5	5	NUM
spir-12187	37	3	.	.	PUNCT
spir-12187	37	4	finding	find	VERB
spir-12187	37	5	1	1	NUM
spir-12187	37	6	:	:	PUNCT
spir-12187	37	7	labeling	label	VERB
spir-12187	37	8	human	human	ADJ
spir-12187	37	9	traces	trace	NOUN
spir-12187	37	10	and	and	CCONJ
spir-12187	37	11	sorting	sorting	NOUN
spir-12187	37	12	actions	action	NOUN
spir-12187	37	13	.	.	PUNCT
spir-12187	38	1	finding	find	VERB
spir-12187	38	2	2	2	NUM
spir-12187	38	3	:	:	PUNCT
spir-12187	38	4	leveraging	leverage	VERB
spir-12187	38	5	ontologies	ontology	NOUN
spir-12187	38	6	,	,	PUNCT
spir-12187	38	7	semantic	semantic	ADJ
spir-12187	38	8	data	data	NOUN
spir-12187	38	9	structures	structure	NOUN
spir-12187	38	10	for	for	ADP
spir-12187	38	11	integration	integration	NOUN
spir-12187	38	12	it	it	PRON
spir-12187	38	13	is	be	AUX
spir-12187	38	14	in	in	ADP
spir-12187	38	15	the	the	DET
spir-12187	38	16	second	second	ADJ
spir-12187	38	17	thread	thread	NOUN
spir-12187	38	18	where	where	SCONJ
spir-12187	38	19	we	we	PRON
spir-12187	38	20	can	can	AUX
spir-12187	38	21	see	see	VERB
spir-12187	38	22	themes	theme	NOUN
spir-12187	38	23	related	relate	VERB
spir-12187	38	24	to	to	ADP
spir-12187	38	25	the	the	DET
spir-12187	38	26	development	development	NOUN
spir-12187	38	27	of	of	ADP
spir-12187	38	28	schemas	schema	NOUN
spir-12187	38	29	,	,	PUNCT
spir-12187	38	30	graphs	graph	NOUN
spir-12187	38	31	,	,	PUNCT
spir-12187	38	32	and	and	CCONJ
spir-12187	38	33	ontologies	ontology	NOUN
spir-12187	38	34	for	for	ADP
spir-12187	38	35	data	data	NOUN
spir-12187	38	36	integration	integration	NOUN
spir-12187	38	37	in	in	ADP
spir-12187	38	38	service	service	NOUN
spir-12187	38	39	of	of	ADP
spir-12187	38	40	network	network	NOUN
spir-12187	38	41	ties	tie	NOUN
spir-12187	38	42	and	and	CCONJ
spir-12187	38	43	the	the	DET
spir-12187	38	44	visualizing	visualizing	NOUN
spir-12187	38	45	of	of	ADP
spir-12187	38	46	objects	object	NOUN
spir-12187	38	47	and	and	CCONJ
spir-12187	38	48	the	the	DET
spir-12187	38	49	relationships	relationship	NOUN
spir-12187	38	50	between	between	ADP
spir-12187	38	51	them	they	PRON
spir-12187	38	52	.	.	PUNCT
spir-12187	39	1	the	the	DET
spir-12187	39	2	topics	topic	NOUN
spir-12187	39	3	in	in	ADP
spir-12187	39	4	this	this	DET
spir-12187	39	5	second	second	ADJ
spir-12187	39	6	theme	theme	NOUN
spir-12187	39	7	represent	represent	VERB
spir-12187	39	8	a	a	DET
spir-12187	39	9	higher	high	ADJ
spir-12187	39	10	level	level	NOUN
spir-12187	39	11	of	of	ADP
spir-12187	39	12	abstraction	abstraction	NOUN
spir-12187	39	13	from	from	ADP
spir-12187	39	14	topics	topic	NOUN
spir-12187	39	15	in	in	ADP
spir-12187	39	16	the	the	DET
spir-12187	39	17	first	first	ADJ
spir-12187	39	18	theme	theme	NOUN
spir-12187	39	19	,	,	PUNCT
spir-12187	39	20	and	and	CCONJ
spir-12187	39	21	instead	instead	ADV
spir-12187	39	22	the	the	DET
spir-12187	39	23	focus	focus	NOUN
spir-12187	39	24	here	here	ADV
spir-12187	39	25	is	be	AUX
spir-12187	39	26	on	on	ADP
spir-12187	39	27	second	second	ADJ
spir-12187	39	28	order	order	NOUN
spir-12187	39	29	meaning	meaning	NOUN
spir-12187	39	30	that	that	SCONJ
spir-12187	39	31	emerges	emerge	VERB
spir-12187	39	32	from	from	ADP
spir-12187	39	33	observing	observe	VERB
spir-12187	39	34	big	big	ADJ
spir-12187	39	35	data	datum	NOUN
spir-12187	39	36	from	from	ADP
spir-12187	39	37	several	several	ADJ
spir-12187	39	38	heterogenous	heterogenous	ADJ
spir-12187	39	39	sources	source	NOUN
spir-12187	39	40	.	.	PUNCT
spir-12187	40	1	these	these	DET
spir-12187	40	2	trends	trend	NOUN
spir-12187	40	3	rely	rely	VERB
spir-12187	40	4	on	on	ADP
spir-12187	40	5	compilation	compilation	NOUN
spir-12187	40	6	,	,	PUNCT
spir-12187	40	7	and	and	CCONJ
spir-12187	40	8	meaningful	meaningful	ADJ
spir-12187	40	9	assembly	assembly	NOUN
spir-12187	40	10	in	in	ADP
spir-12187	40	11	volume	volume	NOUN
spir-12187	40	12	of	of	ADP
spir-12187	40	13	databases	database	NOUN
spir-12187	40	14	from	from	ADP
spir-12187	40	15	different	different	ADJ
spir-12187	40	16	domains	domain	NOUN
spir-12187	40	17	.	.	PUNCT
spir-12187	41	1	at	at	ADP
spir-12187	41	2	this	this	DET
spir-12187	41	3	scale	scale	NOUN
spir-12187	41	4	,	,	PUNCT
spir-12187	41	5	compelling	compelling	ADJ
spir-12187	41	6	evidence	evidence	NOUN
spir-12187	41	7	is	be	AUX
spir-12187	41	8	found	find	VERB
spir-12187	41	9	between	between	ADP
spir-12187	41	10	these	these	DET
spir-12187	41	11	disparate	disparate	ADJ
spir-12187	41	12	domain	domain	NOUN
spir-12187	41	13	entities	entity	NOUN
spir-12187	41	14	,	,	PUNCT
spir-12187	41	15	instead	instead	ADV
spir-12187	41	16	of	of	ADP
spir-12187	41	17	labeling	labeling	NOUN
spir-12187	41	18	objects	object	NOUN
spir-12187	41	19	,	,	PUNCT
spir-12187	41	20	events	event	NOUN
spir-12187	41	21	,	,	PUNCT
spir-12187	41	22	and	and	CCONJ
spir-12187	41	23	actions	action	NOUN
spir-12187	41	24	.	.	PUNCT
spir-12187	42	1	table	table	NOUN
spir-12187	42	2	6	6	NUM
spir-12187	42	3	.	.	PUNCT
spir-12187	42	4	finding	find	VERB
spir-12187	42	5	2	2	NUM
spir-12187	42	6	:	:	PUNCT
spir-12187	42	7	leveraging	leverage	VERB
spir-12187	42	8	ontologies	ontology	NOUN
spir-12187	42	9	,	,	PUNCT
spir-12187	42	10	semantic	semantic	ADJ
spir-12187	42	11	data	data	NOUN
spir-12187	42	12	structures	structure	NOUN
spir-12187	42	13	for	for	ADP
spir-12187	42	14	integration	integration	NOUN
spir-12187	42	15	.	.	PUNCT
spir-12187	43	1	finding	find	VERB
spir-12187	43	2	3	3	NUM
spir-12187	43	3	:	:	PUNCT
spir-12187	43	4	data	datum	NOUN
spir-12187	43	5	work	work	NOUN
spir-12187	43	6	,	,	PUNCT
spir-12187	43	7	interpretation	interpretation	NOUN
spir-12187	43	8	,	,	PUNCT
spir-12187	43	9	processing	processing	NOUN
spir-12187	43	10	for	for	ADP
spir-12187	43	11	management	management	NOUN
spir-12187	43	12	,	,	PUNCT
spir-12187	43	13	analytics	analytic	NOUN
spir-12187	43	14	,	,	PUNCT
spir-12187	43	15	prediction	prediction	VERB
spir-12187	43	16	the	the	DET
spir-12187	43	17	last	last	ADJ
spir-12187	43	18	strand	strand	NOUN
spir-12187	43	19	of	of	ADP
spir-12187	43	20	topics	topic	NOUN
spir-12187	43	21	(	(	PUNCT
spir-12187	43	22	table	table	NOUN
spir-12187	43	23	7	7	NUM
spir-12187	43	24	)	)	PUNCT
spir-12187	43	25	reveals	reveal	VERB
spir-12187	43	26	the	the	DET
spir-12187	43	27	software	software	NOUN
spir-12187	43	28	as	as	ADP
spir-12187	43	29	a	a	DET
spir-12187	43	30	service	service	NOUN
spir-12187	43	31	items	item	NOUN
spir-12187	43	32	that	that	PRON
spir-12187	43	33	palantir	palantir	NOUN
spir-12187	43	34	provides	provide	VERB
spir-12187	43	35	to	to	ADP
spir-12187	43	36	its	its	PRON
spir-12187	43	37	customers	customer	NOUN
spir-12187	43	38	,	,	PUNCT
spir-12187	43	39	that	that	ADV
spir-12187	43	40	is	is	ADV
spir-12187	43	41	,	,	PUNCT
spir-12187	43	42	the	the	DET
spir-12187	43	43	ability	ability	NOUN
spir-12187	43	44	to	to	PART
spir-12187	43	45	make	make	VERB
spir-12187	43	46	meaningful	meaningful	ADJ
spir-12187	43	47	representations	representation	NOUN
spir-12187	43	48	out	out	ADP
spir-12187	43	49	of	of	ADP
spir-12187	43	50	the	the	DET
spir-12187	43	51	information	information	NOUN
spir-12187	43	52	that	that	PRON
spir-12187	43	53	users	user	NOUN
spir-12187	43	54	receive	receive	VERB
spir-12187	43	55	in	in	ADP
spir-12187	43	56	the	the	DET
spir-12187	43	57	form	form	NOUN
spir-12187	43	58	of	of	ADP
spir-12187	43	59	dashboards	dashboard	NOUN
spir-12187	43	60	,	,	PUNCT
spir-12187	43	61	visualizations	visualization	NOUN
spir-12187	43	62	,	,	PUNCT
spir-12187	43	63	interfaces	interface	NOUN
spir-12187	43	64	,	,	PUNCT
spir-12187	43	65	documentation	documentation	NOUN
spir-12187	43	66	,	,	PUNCT
spir-12187	43	67	communication	communication	NOUN
spir-12187	43	68	,	,	PUNCT
spir-12187	43	69	etc	etc	X
spir-12187	43	70	.	.	X
spir-12187	44	1	these	these	DET
spir-12187	44	2	topics	topic	NOUN
spir-12187	44	3	focus	focus	VERB
spir-12187	44	4	on	on	ADP
spir-12187	44	5	how	how	SCONJ
spir-12187	44	6	palantir	palantir	NOUN
spir-12187	44	7	allows	allow	VERB
spir-12187	44	8	its	its	PRON
spir-12187	44	9	users	user	NOUN
spir-12187	44	10	to	to	PART
spir-12187	44	11	manage	manage	VERB
spir-12187	44	12	data	datum	NOUN
spir-12187	44	13	at	at	ADP
spir-12187	44	14	scale	scale	NOUN
spir-12187	44	15	using	use	VERB
spir-12187	44	16	informative	informative	ADJ
spir-12187	44	17	client	client	NOUN
spir-12187	44	18	or	or	CCONJ
spir-12187	44	19	server	server	NOUN
spir-12187	44	20	-	-	PUNCT
spir-12187	44	21	side	side	NOUN
spir-12187	44	22	systems	system	NOUN
spir-12187	44	23	to	to	PART
spir-12187	44	24	support	support	VERB
spir-12187	44	25	prediction	prediction	NOUN
spir-12187	44	26	and	and	CCONJ
spir-12187	44	27	decision	decision	NOUN
spir-12187	44	28	analytics	analytic	NOUN
spir-12187	44	29	.	.	PUNCT
spir-12187	45	1	actionable	actionable	ADJ
spir-12187	45	2	items	item	NOUN
spir-12187	45	3	occur	occur	VERB
spir-12187	45	4	at	at	ADP
spir-12187	45	5	this	this	DET
spir-12187	45	6	end	end	NOUN
spir-12187	45	7	stage	stage	NOUN
spir-12187	45	8	of	of	ADP
spir-12187	45	9	the	the	DET
spir-12187	45	10	data	datum	NOUN
spir-12187	45	11	funnel	funnel	NOUN
spir-12187	45	12	,	,	PUNCT
spir-12187	45	13	provided	provide	VERB
spir-12187	45	14	by	by	ADP
spir-12187	45	15	data	datum	NOUN
spir-12187	45	16	that	that	PRON
spir-12187	45	17	have	have	AUX
spir-12187	45	18	been	be	AUX
spir-12187	45	19	semantically	semantically	ADV
spir-12187	45	20	baked	bake	VERB
spir-12187	45	21	through	through	ADP
spir-12187	45	22	the	the	DET
spir-12187	45	23	data	data	NOUN
spir-12187	45	24	work	work	NOUN
spir-12187	45	25	,	,	PUNCT
spir-12187	45	26	interpretation	interpretation	NOUN
spir-12187	45	27	,	,	PUNCT
spir-12187	45	28	and	and	CCONJ
spir-12187	45	29	processing	processing	NOUN
spir-12187	45	30	for	for	ADP
spir-12187	45	31	management	management	NOUN
spir-12187	45	32	,	,	PUNCT
spir-12187	45	33	analytics	analytic	NOUN
spir-12187	45	34	,	,	PUNCT
spir-12187	45	35	and	and	CCONJ
spir-12187	45	36	prediction	prediction	NOUN
spir-12187	45	37	that	that	PRON
spir-12187	45	38	occurs	occur	VERB
spir-12187	45	39	in	in	ADP
spir-12187	45	40	palantir	palantir	PROPN
spir-12187	45	41	’s	’s	PART
spir-12187	45	42	platform	platform	NOUN
spir-12187	45	43	ecosystem	ecosystem	NOUN
spir-12187	45	44	that	that	PRON
spir-12187	45	45	supports	support	VERB
spir-12187	45	46	knowledge	knowledge	NOUN
spir-12187	45	47	workers	worker	NOUN
spir-12187	45	48	and	and	CCONJ
spir-12187	45	49	data	datum	NOUN
spir-12187	45	50	professionals	professional	NOUN
spir-12187	45	51	.	.	PUNCT
spir-12187	46	1	table	table	NOUN
spir-12187	46	2	7	7	NUM
spir-12187	46	3	.	.	PUNCT
spir-12187	46	4	finding	find	VERB
spir-12187	46	5	3	3	NUM
spir-12187	46	6	:	:	PUNCT
spir-12187	46	7	data	datum	NOUN
spir-12187	46	8	work	work	NOUN
spir-12187	46	9	,	,	PUNCT
spir-12187	46	10	interpretation	interpretation	NOUN
spir-12187	46	11	,	,	PUNCT
spir-12187	46	12	processing	processing	NOUN
spir-12187	46	13	for	for	ADP
spir-12187	46	14	management	management	NOUN
spir-12187	46	15	,	,	PUNCT
spir-12187	46	16	analytics	analytic	NOUN
spir-12187	46	17	,	,	PUNCT
spir-12187	46	18	prediction	prediction	NOUN
spir-12187	46	19	.	.	PUNCT
spir-12187	47	1	references	reference	NOUN
spir-12187	47	2	brayne	brayne	PROPN
spir-12187	47	3	s	s	PART
spir-12187	47	4	(	(	PUNCT
spir-12187	47	5	2020	2020	NUM
spir-12187	47	6	)	)	PUNCT
spir-12187	47	7	predict	predict	VERB
spir-12187	47	8	and	and	CCONJ
spir-12187	47	9	surveil	surveil	VERB
spir-12187	47	10	:	:	PUNCT
spir-12187	47	11	data	datum	NOUN
spir-12187	47	12	,	,	PUNCT
spir-12187	47	13	discretion	discretion	NOUN
spir-12187	47	14	,	,	PUNCT
spir-12187	47	15	and	and	CCONJ
spir-12187	47	16	the	the	DET
spir-12187	47	17	future	future	NOUN
spir-12187	47	18	of	of	ADP
spir-12187	47	19	policing	policing	NOUN
spir-12187	47	20	.	.	PUNCT
spir-12187	48	1	oxford	oxford	NOUN
spir-12187	48	2	:	:	PUNCT
spir-12187	48	3	oxford	oxford	PROPN
spir-12187	48	4	university	university	PROPN
spir-12187	48	5	press	press	NOUN
spir-12187	48	6	.	.	PUNCT
spir-12187	49	1	ferguson	ferguson	PROPN
spir-12187	49	2	ag	ag	PROPN
spir-12187	49	3	(	(	PUNCT
spir-12187	49	4	2017	2017	NUM
spir-12187	49	5	)	)	PUNCT
spir-12187	49	6	the	the	DET
spir-12187	49	7	rise	rise	NOUN
spir-12187	49	8	of	of	ADP
spir-12187	49	9	big	big	ADJ
spir-12187	49	10	data	datum	NOUN
spir-12187	49	11	policing	policing	NOUN
spir-12187	49	12	:	:	PUNCT
spir-12187	49	13	surveillance	surveillance	NOUN
spir-12187	49	14	,	,	PUNCT
spir-12187	49	15	race	race	NOUN
spir-12187	49	16	,	,	PUNCT
spir-12187	49	17	and	and	CCONJ
spir-12187	49	18	the	the	DET
spir-12187	49	19	future	future	NOUN
spir-12187	49	20	of	of	ADP
spir-12187	49	21	law	law	NOUN
spir-12187	49	22	enforcement	enforcement	NOUN
spir-12187	49	23	.	.	PUNCT
spir-12187	50	1	new	new	PROPN
spir-12187	50	2	york	york	PROPN
spir-12187	50	3	university	university	PROPN
spir-12187	50	4	press	press	NOUN
spir-12187	50	5	.	.	PUNCT
spir-12187	51	1	knight	knight	PROPN
spir-12187	51	2	e	e	PROPN
spir-12187	51	3	and	and	CCONJ
spir-12187	51	4	gekker	gekker	VERB
spir-12187	51	5	a	a	DET
spir-12187	51	6	(	(	PUNCT
spir-12187	51	7	2020	2020	NUM
spir-12187	51	8	)	)	PUNCT
spir-12187	51	9	mapping	mapping	NOUN
spir-12187	51	10	interfacial	interfacial	ADJ
spir-12187	51	11	regimes	regime	NOUN
spir-12187	51	12	of	of	ADP
spir-12187	51	13	control	control	NOUN
spir-12187	51	14	:	:	PUNCT
spir-12187	51	15	palantir	palantir	PROPN
spir-12187	51	16	’s	’s	PART
spir-12187	51	17	icm	icm	PROPN
spir-12187	51	18	in	in	ADP
spir-12187	51	19	america	america	PROPN
spir-12187	51	20	’s	’s	PART
spir-12187	51	21	post-9/11	post-9/11	PROPN
spir-12187	51	22	security	security	NOUN
spir-12187	51	23	technology	technology	NOUN
spir-12187	51	24	infrastructures	infrastructure	NOUN
spir-12187	51	25	.	.	PUNCT
spir-12187	52	1	surveillance	surveillance	NOUN
spir-12187	52	2	and	and	CCONJ
spir-12187	52	3	society	society	NOUN
spir-12187	52	4	18(2	18(2	NUM
spir-12187	52	5	):	):	PUNCT
spir-12187	52	6	231–243	231–243	NUM
spir-12187	52	7	.	.	PUNCT
spir-12187	53	1	munn	munn	PROPN
spir-12187	53	2	l	l	PROPN
spir-12187	53	3	(	(	PUNCT
spir-12187	53	4	2017	2017	NUM
spir-12187	53	5	)	)	PUNCT
spir-12187	53	6	seeing	see	VERB
spir-12187	53	7	with	with	ADP
spir-12187	53	8	software	software	NOUN
spir-12187	53	9	:	:	PUNCT
spir-12187	53	10	palantir	palantir	NOUN
spir-12187	53	11	and	and	CCONJ
spir-12187	53	12	the	the	DET
spir-12187	53	13	regulation	regulation	NOUN
spir-12187	53	14	of	of	ADP
spir-12187	53	15	life	life	NOUN
spir-12187	53	16	.	.	PUNCT
spir-12187	54	1	studies	study	NOUN
spir-12187	54	2	in	in	ADP
spir-12187	54	3	control	control	NOUN
spir-12187	54	4	societies	society	NOUN
spir-12187	54	5	2(1	2(1	NUM
spir-12187	54	6	):	):	PUNCT
spir-12187	54	7	1–16	1–16	PROPN
spir-12187	54	8	.	.	PUNCT