resiliance.conll

1	then	_	Then	_	RB	0	_	_	_	_	_	_	_	O
2	,	_	,	_	,	0	_	_	_	_	_	_	_	O
3	we	_	we	_	PRP	0	_	_	_	_	_	_	_	S-Agent
4	model	_	model	_	VBP	0	_	_	_	_	_	_	_	O
5	traffic	_	traffic	_	NN	0	_	_	_	_	_	_	_	S-Response
6	response	_	response	_	NN	0	_	_	_	_	_	response.n	Response	O
7	to	_	to	_	TO	0	_	_	_	_	_	_	_	B-Trigger
8	random	_	random	_	VB	0	_	_	_	_	_	_	_	I-Trigger
9	roadway	_	UNK	_	JJ	0	_	_	_	_	_	_	_	I-Trigger
10	disruptions	_	disruption	_	NNS	0	_	_	_	_	_	_	_	I-Trigger
11	and	_	and	_	CC	0	_	_	_	_	_	_	_	O

1	then	_	Then	_	RB	0	_	_	_	_	_	_	_	O
2	,	_	,	_	,	0	_	_	_	_	_	_	_	O
3	we	_	we	_	PRP	0	_	_	_	_	_	_	_	O
4	model	_	model	_	VBP	0	_	_	_	_	_	_	_	O
5	traffic	_	traffic	_	NN	0	_	_	_	_	_	_	_	O
6	response	_	response	_	NN	0	_	_	_	_	_	_	_	O
7	to	_	to	_	TO	0	_	_	_	_	_	_	_	O
8	random	_	random	_	VB	0	_	_	_	_	_	random.a	Coincidence	O
9	roadway	_	UNK	_	JJ	0	_	_	_	_	_	_	_	B-State_of_affairs
10	disruptions	_	disruption	_	NNS	0	_	_	_	_	_	_	_	I-State_of_affairs
11	and	_	and	_	CC	0	_	_	_	_	_	_	_	O

1	recalculate	_	UNK	_	NN	1	_	_	_	_	_	_	_	O
2	expected	_	expect	_	VBN	1	_	_	_	_	_	expect.v	Expectation	O
3	delays	_	delay	_	NNS	1	_	_	_	_	_	_	_	S-Phenomenon
4	to	_	to	_	TO	1	_	_	_	_	_	_	_	O
5	determine	_	determine	_	VB	1	_	_	_	_	_	_	_	O
6	the	_	the	_	DT	1	_	_	_	_	_	_	_	O
7	sensitivity	_	UNK	_	NN	1	_	_	_	_	_	_	_	O
8	of	_	of	_	IN	1	_	_	_	_	_	_	_	O
9	each	_	each	_	DT	1	_	_	_	_	_	_	_	O
10	city	_	city	_	NN	1	_	_	_	_	_	_	_	O
11	to	_	to	_	TO	1	_	_	_	_	_	_	_	O

1	recalculate	_	UNK	_	NN	1	_	_	_	_	_	_	_	O
2	expected	_	expect	_	VBN	1	_	_	_	_	_	_	_	O
3	delays	_	delay	_	NNS	1	_	_	_	_	_	delay.n	Change_event_time	S-Interval
4	to	_	to	_	TO	1	_	_	_	_	_	_	_	O
5	determine	_	determine	_	VB	1	_	_	_	_	_	_	_	O
6	the	_	the	_	DT	1	_	_	_	_	_	_	_	O
7	sensitivity	_	UNK	_	NN	1	_	_	_	_	_	_	_	O
8	of	_	of	_	IN	1	_	_	_	_	_	_	_	O
9	each	_	each	_	DT	1	_	_	_	_	_	_	_	O
10	city	_	city	_	NN	1	_	_	_	_	_	_	_	O
11	to	_	to	_	TO	1	_	_	_	_	_	_	_	O

1	recalculate	_	UNK	_	NN	1	_	_	_	_	_	_	_	O
2	expected	_	expect	_	VBN	1	_	_	_	_	_	_	_	O
3	delays	_	delay	_	NNS	1	_	_	_	_	_	_	_	O
4	to	_	to	_	TO	1	_	_	_	_	_	_	_	O
5	determine	_	determine	_	VB	1	_	_	_	_	_	determine.v	Contingency	O
6	the	_	the	_	DT	1	_	_	_	_	_	_	_	B-Outcome
7	sensitivity	_	UNK	_	NN	1	_	_	_	_	_	_	_	I-Outcome
8	of	_	of	_	IN	1	_	_	_	_	_	_	_	I-Outcome
9	each	_	each	_	DT	1	_	_	_	_	_	_	_	I-Outcome
10	city	_	city	_	NN	1	_	_	_	_	_	_	_	I-Outcome
11	to	_	to	_	TO	1	_	_	_	_	_	_	_	O

1	recalculate	_	UNK	_	NN	1	_	_	_	_	_	_	_	O
2	expected	_	expect	_	VBN	1	_	_	_	_	_	_	_	O
3	delays	_	delay	_	NNS	1	_	_	_	_	_	_	_	O
4	to	_	to	_	TO	1	_	_	_	_	_	_	_	O
5	determine	_	determine	_	VB	1	_	_	_	_	_	_	_	O
6	the	_	the	_	DT	1	_	_	_	_	_	_	_	O
7	sensitivity	_	UNK	_	NN	1	_	_	_	_	_	_	_	O
8	of	_	of	_	IN	1	_	_	_	_	_	_	_	O
9	each	_	each	_	DT	1	_	_	_	_	_	_	_	O
10	city	_	city	_	NN	1	_	_	_	_	_	city.n	Political_locales	S-Locale
11	to	_	to	_	TO	1	_	_	_	_	_	_	_	O

1	the	_	The	_	DT	3	_	_	_	_	_	_	_	B-Medium
2	results	_	result	_	NNS	3	_	_	_	_	_	_	_	I-Medium
3	may	_	may	_	MD	3	_	_	_	_	_	_	_	O
4	reveal	_	reveal	_	VB	3	_	_	_	_	_	reveal.v	Reveal_secret	O
5	important	_	important	_	JJ	3	_	_	_	_	_	_	_	O
6	considerations	_	consideration	_	NNS	3	_	_	_	_	_	_	_	O

1	the	_	The	_	DT	3	_	_	_	_	_	_	_	O
2	results	_	result	_	NNS	3	_	_	_	_	_	_	_	O
3	may	_	may	_	MD	3	_	_	_	_	_	_	_	O
4	reveal	_	reveal	_	VB	3	_	_	_	_	_	_	_	O
5	important	_	important	_	JJ	3	_	_	_	_	_	important.a	Importance	O
6	considerations	_	consideration	_	NNS	3	_	_	_	_	_	_	_	S-Factor

1	for	_	for	_	IN	4	_	_	_	_	_	_	_	O
2	assessing	_	assess	_	VBG	4	_	_	_	_	_	assess.v	Assessing	O
3	proposals	_	proposal	_	NNS	4	_	_	_	_	_	_	_	S-Phenomenon
4	for	_	for	_	IN	4	_	_	_	_	_	_	_	O
5	improvement	_	improvement	_	NN	4	_	_	_	_	_	_	_	O
6	of	_	of	_	IN	4	_	_	_	_	_	_	_	O
7	roadway	_	UNK	_	NN	4	_	_	_	_	_	_	_	O
8	infrastructure	_	infrastructure	_	NN	4	_	_	_	_	_	_	_	O

1	for	_	for	_	IN	4	_	_	_	_	_	_	_	O
2	assessing	_	assess	_	VBG	4	_	_	_	_	_	_	_	O
3	proposals	_	proposal	_	NNS	4	_	_	_	_	_	proposal.n	Statement	O
4	for	_	for	_	IN	4	_	_	_	_	_	_	_	O
5	improvement	_	improvement	_	NN	4	_	_	_	_	_	_	_	O
6	of	_	of	_	IN	4	_	_	_	_	_	_	_	O
7	roadway	_	UNK	_	NN	4	_	_	_	_	_	_	_	O
8	infrastructure	_	infrastructure	_	NN	4	_	_	_	_	_	_	_	O

1	for	_	for	_	IN	4	_	_	_	_	_	_	_	O
2	assessing	_	assess	_	VBG	4	_	_	_	_	_	_	_	O
3	proposals	_	proposal	_	NNS	4	_	_	_	_	_	_	_	O
4	for	_	for	_	IN	4	_	_	_	_	_	_	_	O
5	improvement	_	improvement	_	NN	4	_	_	_	_	_	improvement.n	Improvement_or_decline	O
6	of	_	of	_	IN	4	_	_	_	_	_	_	_	B-Entity
7	roadway	_	UNK	_	NN	4	_	_	_	_	_	_	_	I-Entity
8	infrastructure	_	infrastructure	_	NN	4	_	_	_	_	_	_	_	I-Entity

1	for	_	for	_	IN	4	_	_	_	_	_	_	_	O
2	assessing	_	assess	_	VBG	4	_	_	_	_	_	_	_	O
3	proposals	_	proposal	_	NNS	4	_	_	_	_	_	_	_	O
4	for	_	for	_	IN	4	_	_	_	_	_	_	_	O
5	improvement	_	improvement	_	NN	4	_	_	_	_	_	_	_	O
6	of	_	of	_	IN	4	_	_	_	_	_	_	_	O
7	roadway	_	UNK	_	NN	4	_	_	_	_	_	_	_	S-Resource
8	infrastructure	_	infrastructure	_	NN	4	_	_	_	_	_	infrastructure.n	Infrastructure	S-Infrastructure

1	that	_	that	_	DT	5	_	_	_	_	_	_	_	O
2	maintain	_	maintain	_	VBP	5	_	_	_	_	_	maintain.v	Activity_ongoing	O
3	efficiency	_	UNK	_	NN	5	_	_	_	_	_	_	_	B-Activity
4	under	_	under	_	IN	5	_	_	_	_	_	_	_	I-Activity
5	stress	_	UNK	_	NN	5	_	_	_	_	_	_	_	I-Activity
6	conditions	_	condition	_	NNS	5	_	_	_	_	_	_	_	I-Activity
7	.	_	.	_	.	5	_	_	_	_	_	_	_	O

1	the	_	The	_	DT	7	_	_	_	_	_	_	_	O
2	methods	_	UNK	_	NNP	7	_	_	_	_	_	_	_	S-Part_prop
3	section	_	section	_	NN	7	_	_	_	_	_	section.n	Part_whole	S-Part
4	appears	_	appear	_	VBZ	7	_	_	_	_	_	_	_	O
5	here	_	here	_	RB	7	_	_	_	_	_	_	_	O
6	to	_	to	_	TO	7	_	_	_	_	_	_	_	O
7	help	_	help	_	VB	7	_	_	_	_	_	_	_	O
8	clarify	_	UNK	_	VB	7	_	_	_	_	_	_	_	O
9	the	_	the	_	DT	7	_	_	_	_	_	_	_	O
10	subsequent	_	subsequent	_	JJ	7	_	_	_	_	_	_	_	O
11	sections	_	section	_	NNS	7	_	_	_	_	_	_	_	O
12	.	_	.	_	.	7	_	_	_	_	_	_	_	O

1	the	_	The	_	DT	7	_	_	_	_	_	_	_	B-Phenomenon
2	methods	_	UNK	_	NNP	7	_	_	_	_	_	_	_	I-Phenomenon
3	section	_	section	_	NN	7	_	_	_	_	_	_	_	I-Phenomenon
4	appears	_	appear	_	VBZ	7	_	_	_	_	_	appear.v	Give_impression	O
5	here	_	here	_	RB	7	_	_	_	_	_	_	_	B-Appraisal
6	to	_	to	_	TO	7	_	_	_	_	_	_	_	I-Appraisal
7	help	_	help	_	VB	7	_	_	_	_	_	_	_	I-Appraisal
8	clarify	_	UNK	_	VB	7	_	_	_	_	_	_	_	I-Appraisal
9	the	_	the	_	DT	7	_	_	_	_	_	_	_	I-Appraisal
10	subsequent	_	subsequent	_	JJ	7	_	_	_	_	_	_	_	I-Appraisal
11	sections	_	section	_	NNS	7	_	_	_	_	_	_	_	I-Appraisal
12	.	_	.	_	.	7	_	_	_	_	_	_	_	O

1	the	_	The	_	DT	7	_	_	_	_	_	_	_	B-Figure
2	methods	_	UNK	_	NNP	7	_	_	_	_	_	_	_	I-Figure
3	section	_	section	_	NN	7	_	_	_	_	_	_	_	I-Figure
4	appears	_	appear	_	VBZ	7	_	_	_	_	_	_	_	O
5	here	_	here	_	RB	7	_	_	_	_	_	here.adv	Locative_relation	S-Ground
6	to	_	to	_	TO	7	_	_	_	_	_	_	_	O
7	help	_	help	_	VB	7	_	_	_	_	_	_	_	O
8	clarify	_	UNK	_	VB	7	_	_	_	_	_	_	_	O
9	the	_	the	_	DT	7	_	_	_	_	_	_	_	O
10	subsequent	_	subsequent	_	JJ	7	_	_	_	_	_	_	_	O
11	sections	_	section	_	NNS	7	_	_	_	_	_	_	_	O
12	.	_	.	_	.	7	_	_	_	_	_	_	_	O

1	the	_	The	_	DT	7	_	_	_	_	_	_	_	B-Helper
2	methods	_	UNK	_	NNP	7	_	_	_	_	_	_	_	I-Helper
3	section	_	section	_	NN	7	_	_	_	_	_	_	_	I-Helper
4	appears	_	appear	_	VBZ	7	_	_	_	_	_	_	_	O
5	here	_	here	_	RB	7	_	_	_	_	_	_	_	O
6	to	_	to	_	TO	7	_	_	_	_	_	_	_	O
7	help	_	help	_	VB	7	_	_	_	_	_	help.v	Assistance	O
8	clarify	_	UNK	_	VB	7	_	_	_	_	_	_	_	B-Goal
9	the	_	the	_	DT	7	_	_	_	_	_	_	_	I-Goal
10	subsequent	_	subsequent	_	JJ	7	_	_	_	_	_	_	_	I-Goal
11	sections	_	section	_	NNS	7	_	_	_	_	_	_	_	I-Goal
12	.	_	.	_	.	7	_	_	_	_	_	_	_	O

1	the	_	The	_	DT	7	_	_	_	_	_	_	_	O
2	methods	_	UNK	_	NNP	7	_	_	_	_	_	_	_	O
3	section	_	section	_	NN	7	_	_	_	_	_	_	_	O
4	appears	_	appear	_	VBZ	7	_	_	_	_	_	_	_	O
5	here	_	here	_	RB	7	_	_	_	_	_	_	_	O
6	to	_	to	_	TO	7	_	_	_	_	_	_	_	O
7	help	_	help	_	VB	7	_	_	_	_	_	_	_	O
8	clarify	_	UNK	_	VB	7	_	_	_	_	_	_	_	O
9	the	_	the	_	DT	7	_	_	_	_	_	_	_	O
10	subsequent	_	subsequent	_	JJ	7	_	_	_	_	_	subsequent.a	Relative_time	O
11	sections	_	section	_	NNS	7	_	_	_	_	_	_	_	S-Focal_occasion
12	.	_	.	_	.	7	_	_	_	_	_	_	_	O

1	the	_	The	_	DT	7	_	_	_	_	_	_	_	O
2	methods	_	UNK	_	NNP	7	_	_	_	_	_	_	_	O
3	section	_	section	_	NN	7	_	_	_	_	_	_	_	O
4	appears	_	appear	_	VBZ	7	_	_	_	_	_	_	_	O
5	here	_	here	_	RB	7	_	_	_	_	_	_	_	O
6	to	_	to	_	TO	7	_	_	_	_	_	_	_	O
7	help	_	help	_	VB	7	_	_	_	_	_	_	_	O
8	clarify	_	UNK	_	VB	7	_	_	_	_	_	_	_	O
9	the	_	the	_	DT	7	_	_	_	_	_	_	_	O
10	subsequent	_	subsequent	_	JJ	7	_	_	_	_	_	_	_	O
11	sections	_	section	_	NNS	7	_	_	_	_	_	section.n	Part_whole	S-Part
12	.	_	.	_	.	7	_	_	_	_	_	_	_	O

1	to	_	To	_	TO	8	_	_	_	_	_	_	_	O
2	develop	_	develop	_	VB	8	_	_	_	_	_	develop.v	Cause_to_make_progress	O
3	the	_	the	_	DT	8	_	_	_	_	_	_	_	B-Project
4	urban	_	UNK	_	JJ	8	_	_	_	_	_	_	_	I-Project
5	roadway	_	UNK	_	NN	8	_	_	_	_	_	_	_	I-Project
6	efficiency	_	UNK	_	NN	8	_	_	_	_	_	_	_	I-Project
7	model	_	model	_	NN	8	_	_	_	_	_	_	_	I-Project
8	,	_	,	_	,	8	_	_	_	_	_	_	_	O
9	we	_	we	_	PRP	8	_	_	_	_	_	_	_	O
10	defined	_	define	_	VBD	8	_	_	_	_	_	_	_	O
11	the	_	the	_	DT	8	_	_	_	_	_	_	_	O
12	urban	_	UNK	_	JJ	8	_	_	_	_	_	_	_	O

1	to	_	To	_	TO	8	_	_	_	_	_	_	_	O
2	develop	_	develop	_	VB	8	_	_	_	_	_	_	_	O
3	the	_	the	_	DT	8	_	_	_	_	_	_	_	O
4	urban	_	UNK	_	JJ	8	_	_	_	_	_	_	_	O
5	roadway	_	UNK	_	NN	8	_	_	_	_	_	_	_	O
6	efficiency	_	UNK	_	NN	8	_	_	_	_	_	_	_	O
7	model	_	model	_	NN	8	_	_	_	_	_	_	_	O
8	,	_	,	_	,	8	_	_	_	_	_	_	_	O
9	we	_	we	_	PRP	8	_	_	_	_	_	_	_	S-Speaker
10	defined	_	define	_	VBD	8	_	_	_	_	_	define.v	Communicate_categorization	O
11	the	_	the	_	DT	8	_	_	_	_	_	_	_	O
12	urban	_	UNK	_	JJ	8	_	_	_	_	_	_	_	O

1	area	_	area	_	NN	9	_	_	_	_	_	area.n	Locale	S-Locale
2	boundaries	_	boundary	_	NNS	9	_	_	_	_	_	_	_	O
3	,	_	,	_	,	9	_	_	_	_	_	_	_	O
4	constructed	_	construct	_	VBD	9	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	9	_	_	_	_	_	_	_	O
6	road	_	road	_	NN	9	_	_	_	_	_	_	_	O
7	networks	_	network	_	NNS	9	_	_	_	_	_	_	_	O
8	,	_	,	_	,	9	_	_	_	_	_	_	_	O
9	and	_	and	_	CC	9	_	_	_	_	_	_	_	O
10	evaluated	_	UNK	_	VBD	9	_	_	_	_	_	_	_	O
11	the	_	the	_	DT	9	_	_	_	_	_	_	_	O
12	population	_	population	_	NN	9	_	_	_	_	_	_	_	O

1	area	_	area	_	NN	9	_	_	_	_	_	_	_	O
2	boundaries	_	boundary	_	NNS	9	_	_	_	_	_	boundary.n	Boundary	S-Boundary
3	,	_	,	_	,	9	_	_	_	_	_	_	_	O
4	constructed	_	construct	_	VBD	9	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	9	_	_	_	_	_	_	_	B-Boundary
6	road	_	road	_	NN	9	_	_	_	_	_	_	_	I-Boundary
7	networks	_	network	_	NNS	9	_	_	_	_	_	_	_	I-Boundary
8	,	_	,	_	,	9	_	_	_	_	_	_	_	O
9	and	_	and	_	CC	9	_	_	_	_	_	_	_	O
10	evaluated	_	UNK	_	VBD	9	_	_	_	_	_	_	_	O
11	the	_	the	_	DT	9	_	_	_	_	_	_	_	O
12	population	_	population	_	NN	9	_	_	_	_	_	_	_	O

1	area	_	area	_	NN	9	_	_	_	_	_	_	_	O
2	boundaries	_	boundary	_	NNS	9	_	_	_	_	_	_	_	O
3	,	_	,	_	,	9	_	_	_	_	_	_	_	O
4	constructed	_	construct	_	VBD	9	_	_	_	_	_	construct.v	Building	O
5	the	_	the	_	DT	9	_	_	_	_	_	_	_	B-Created_entity
6	road	_	road	_	NN	9	_	_	_	_	_	_	_	I-Created_entity
7	networks	_	network	_	NNS	9	_	_	_	_	_	_	_	I-Created_entity
8	,	_	,	_	,	9	_	_	_	_	_	_	_	O
9	and	_	and	_	CC	9	_	_	_	_	_	_	_	O
10	evaluated	_	UNK	_	VBD	9	_	_	_	_	_	_	_	O
11	the	_	the	_	DT	9	_	_	_	_	_	_	_	O
12	population	_	population	_	NN	9	_	_	_	_	_	_	_	O

1	area	_	area	_	NN	9	_	_	_	_	_	_	_	O
2	boundaries	_	boundary	_	NNS	9	_	_	_	_	_	_	_	O
3	,	_	,	_	,	9	_	_	_	_	_	_	_	O
4	constructed	_	construct	_	VBD	9	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	9	_	_	_	_	_	_	_	O
6	road	_	road	_	NN	9	_	_	_	_	_	road.n	Roadways	S-Roadway
7	networks	_	network	_	NNS	9	_	_	_	_	_	_	_	O
8	,	_	,	_	,	9	_	_	_	_	_	_	_	O
9	and	_	and	_	CC	9	_	_	_	_	_	_	_	O
10	evaluated	_	UNK	_	VBD	9	_	_	_	_	_	_	_	O
11	the	_	the	_	DT	9	_	_	_	_	_	_	_	O
12	population	_	population	_	NN	9	_	_	_	_	_	_	_	O

1	area	_	area	_	NN	9	_	_	_	_	_	_	_	O
2	boundaries	_	boundary	_	NNS	9	_	_	_	_	_	_	_	O
3	,	_	,	_	,	9	_	_	_	_	_	_	_	O
4	constructed	_	construct	_	VBD	9	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	9	_	_	_	_	_	_	_	O
6	road	_	road	_	NN	9	_	_	_	_	_	_	_	S-Nodes
7	networks	_	network	_	NNS	9	_	_	_	_	_	network.n	Network	S-Network
8	,	_	,	_	,	9	_	_	_	_	_	_	_	O
9	and	_	and	_	CC	9	_	_	_	_	_	_	_	O
10	evaluated	_	UNK	_	VBD	9	_	_	_	_	_	_	_	O
11	the	_	the	_	DT	9	_	_	_	_	_	_	_	O
12	population	_	population	_	NN	9	_	_	_	_	_	_	_	O

1	area	_	area	_	NN	9	_	_	_	_	_	_	_	O
2	boundaries	_	boundary	_	NNS	9	_	_	_	_	_	_	_	O
3	,	_	,	_	,	9	_	_	_	_	_	_	_	O
4	constructed	_	construct	_	VBD	9	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	9	_	_	_	_	_	_	_	O
6	road	_	road	_	NN	9	_	_	_	_	_	_	_	O
7	networks	_	network	_	NNS	9	_	_	_	_	_	_	_	O
8	,	_	,	_	,	9	_	_	_	_	_	_	_	O
9	and	_	and	_	CC	9	_	_	_	_	_	_	_	O
10	evaluated	_	UNK	_	VBD	9	_	_	_	_	_	_	_	O
11	the	_	the	_	DT	9	_	_	_	_	_	_	_	O
12	population	_	population	_	NN	9	_	_	_	_	_	population.n	Aggregate	S-Aggregate

1	density	_	density	_	NN	10	_	_	_	_	_	_	_	O
2	within	_	within	_	IN	10	_	_	_	_	_	_	_	O
3	cities	_	city	_	NNS	10	_	_	_	_	_	city.n	Political_locales	S-Locale
4	using	_	use	_	VBG	10	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	10	_	_	_	_	_	_	_	O
6	census	_	UNK	_	NNP	10	_	_	_	_	_	_	_	O
7	bureau	_	Bureau	_	NNP	10	_	_	_	_	_	_	_	O
8	data	_	data	_	NNS	10	_	_	_	_	_	_	_	O
9	sets	_	set	_	NNS	10	_	_	_	_	_	_	_	O
10	(	_	(	_	(	10	_	_	_	_	_	_	_	O
11	35	_	UNK	_	CD	10	_	_	_	_	_	_	_	O
12	,	_	,	_	,	10	_	_	_	_	_	_	_	O
13	36	_	36	_	CD	10	_	_	_	_	_	_	_	O
14	)	_	)	_	)	10	_	_	_	_	_	_	_	O

1	density	_	density	_	NN	10	_	_	_	_	_	_	_	O
2	within	_	within	_	IN	10	_	_	_	_	_	_	_	O
3	cities	_	city	_	NNS	10	_	_	_	_	_	_	_	O
4	using	_	use	_	VBG	10	_	_	_	_	_	use.v	Using	O
5	the	_	the	_	DT	10	_	_	_	_	_	_	_	B-Instrument
6	census	_	UNK	_	NNP	10	_	_	_	_	_	_	_	I-Instrument
7	bureau	_	Bureau	_	NNP	10	_	_	_	_	_	_	_	I-Instrument
8	data	_	data	_	NNS	10	_	_	_	_	_	_	_	I-Instrument
9	sets	_	set	_	NNS	10	_	_	_	_	_	_	_	I-Instrument
10	(	_	(	_	(	10	_	_	_	_	_	_	_	O
11	35	_	UNK	_	CD	10	_	_	_	_	_	_	_	O
12	,	_	,	_	,	10	_	_	_	_	_	_	_	O
13	36	_	36	_	CD	10	_	_	_	_	_	_	_	O
14	)	_	)	_	)	10	_	_	_	_	_	_	_	O

1	density	_	density	_	NN	10	_	_	_	_	_	_	_	O
2	within	_	within	_	IN	10	_	_	_	_	_	_	_	O
3	cities	_	city	_	NNS	10	_	_	_	_	_	_	_	O
4	using	_	use	_	VBG	10	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	10	_	_	_	_	_	_	_	O
6	census	_	UNK	_	NNP	10	_	_	_	_	_	_	_	O
7	bureau	_	Bureau	_	NNP	10	_	_	_	_	_	_	_	O
8	data	_	data	_	NNS	10	_	_	_	_	_	data.n	Information	S-Information
9	sets	_	set	_	NNS	10	_	_	_	_	_	_	_	O
10	(	_	(	_	(	10	_	_	_	_	_	_	_	O
11	35	_	UNK	_	CD	10	_	_	_	_	_	_	_	O
12	,	_	,	_	,	10	_	_	_	_	_	_	_	O
13	36	_	36	_	CD	10	_	_	_	_	_	_	_	O
14	)	_	)	_	)	10	_	_	_	_	_	_	_	O

1	and	_	and	_	CC	11	_	_	_	_	_	_	_	O
2	openstreetmap	_	UNK	_	NNP	11	_	_	_	_	_	_	_	O
3	(	_	(	_	(	11	_	_	_	_	_	_	_	O
4	osm	_	UNK	_	NNP	11	_	_	_	_	_	_	_	O
5	)	_	)	_	)	11	_	_	_	_	_	_	_	O
6	data	_	data	_	NNS	11	_	_	_	_	_	data.n	Information	S-Information
7	sets	_	set	_	NNS	11	_	_	_	_	_	_	_	O
8	(	_	(	_	(	11	_	_	_	_	_	_	_	O
9	37	_	37	_	CD	11	_	_	_	_	_	_	_	O
10	)	_	)	_	)	11	_	_	_	_	_	_	_	O
11	.	_	.	_	.	11	_	_	_	_	_	_	_	O

1	we	_	We	_	PRP	12	_	_	_	_	_	_	_	S-Protagonist
2	relied	_	rely	_	VBD	12	_	_	_	_	_	rely.v	Reliance	O
3	on	_	on	_	IN	12	_	_	_	_	_	_	_	B-Instrument
4	these	_	these	_	DT	12	_	_	_	_	_	_	_	I-Instrument
5	data	_	data	_	NNS	12	_	_	_	_	_	_	_	I-Instrument
6	to	_	to	_	TO	12	_	_	_	_	_	_	_	O

1	we	_	We	_	PRP	12	_	_	_	_	_	_	_	O
2	relied	_	rely	_	VBD	12	_	_	_	_	_	_	_	O
3	on	_	on	_	IN	12	_	_	_	_	_	_	_	O
4	these	_	these	_	DT	12	_	_	_	_	_	_	_	O
5	data	_	data	_	NNS	12	_	_	_	_	_	data.n	Information	S-Information
6	to	_	to	_	TO	12	_	_	_	_	_	_	_	O

1	assess	_	UNK	_	NN	13	_	_	_	_	_	_	_	O
2	commuter	_	UNK	_	NN	13	_	_	_	_	_	_	_	O
3	patterns	_	pattern	_	NNS	13	_	_	_	_	_	_	_	O
4	,	_	,	_	,	13	_	_	_	_	_	_	_	O
5	which	_	which	_	WDT	13	_	_	_	_	_	_	_	O
6	we	_	we	_	PRP	13	_	_	_	_	_	_	_	S-Agent
7	used	_	use	_	VBD	13	_	_	_	_	_	use.v	Using	O
8	to	_	to	_	TO	13	_	_	_	_	_	_	_	B-Purpose
9	measure	_	measure	_	VB	13	_	_	_	_	_	_	_	I-Purpose
10	efficiency	_	UNK	_	NN	13	_	_	_	_	_	_	_	I-Purpose
11	and	_	and	_	CC	13	_	_	_	_	_	_	_	O

1	assess	_	UNK	_	NN	13	_	_	_	_	_	_	_	O
2	commuter	_	UNK	_	NN	13	_	_	_	_	_	_	_	O
3	patterns	_	pattern	_	NNS	13	_	_	_	_	_	_	_	O
4	,	_	,	_	,	13	_	_	_	_	_	_	_	O
5	which	_	which	_	WDT	13	_	_	_	_	_	_	_	O
6	we	_	we	_	PRP	13	_	_	_	_	_	_	_	O
7	used	_	use	_	VBD	13	_	_	_	_	_	_	_	O
8	to	_	to	_	TO	13	_	_	_	_	_	_	_	O
9	measure	_	measure	_	VB	13	_	_	_	_	_	measure.v	Dimension	S-Dimension
10	efficiency	_	UNK	_	NN	13	_	_	_	_	_	_	_	S-Object
11	and	_	and	_	CC	13	_	_	_	_	_	_	_	O

1	resilience	_	UNK	_	NN	14	_	_	_	_	_	_	_	O
2	of	_	of	_	IN	14	_	_	_	_	_	_	_	O
3	road	_	road	_	NN	14	_	_	_	_	_	road.n	Roadways	S-Roadway
4	networks	_	network	_	NNS	14	_	_	_	_	_	_	_	O
5	.	_	.	_	.	14	_	_	_	_	_	_	_	O

1	resilience	_	UNK	_	NN	14	_	_	_	_	_	_	_	O
2	of	_	of	_	IN	14	_	_	_	_	_	_	_	O
3	road	_	road	_	NN	14	_	_	_	_	_	_	_	S-Nodes
4	networks	_	network	_	NNS	14	_	_	_	_	_	network.n	Network	S-Network
5	.	_	.	_	.	14	_	_	_	_	_	_	_	O

1	alternative	_	UNK	_	JJ	15	_	_	_	_	_	_	_	O
2	approaches	_	approach	_	NNS	15	_	_	_	_	_	approach.n	Means	O
3	to	_	to	_	TO	15	_	_	_	_	_	_	_	B-Purpose
4	transportation	_	UNK	_	NN	15	_	_	_	_	_	_	_	I-Purpose
5	have	_	have	_	VB	15	_	_	_	_	_	_	_	O
6	been	_	be	_	VBN	15	_	_	_	_	_	_	_	O
7	offered	_	offer	_	VBN	15	_	_	_	_	_	_	_	O
8	and	_	and	_	CC	15	_	_	_	_	_	_	_	O
9	include	_	include	_	VBP	15	_	_	_	_	_	_	_	O

1	alternative	_	UNK	_	JJ	15	_	_	_	_	_	_	_	O
2	approaches	_	approach	_	NNS	15	_	_	_	_	_	_	_	O
3	to	_	to	_	TO	15	_	_	_	_	_	_	_	O
4	transportation	_	UNK	_	NN	15	_	_	_	_	_	_	_	S-Theme
5	have	_	have	_	VB	15	_	_	_	_	_	_	_	O
6	been	_	be	_	VBN	15	_	_	_	_	_	_	_	O
7	offered	_	offer	_	VBN	15	_	_	_	_	_	offer.v	Offering	O
8	and	_	and	_	CC	15	_	_	_	_	_	_	_	O
9	include	_	include	_	VBP	15	_	_	_	_	_	_	_	O

1	alternative	_	UNK	_	JJ	15	_	_	_	_	_	_	_	O
2	approaches	_	approach	_	NNS	15	_	_	_	_	_	_	_	O
3	to	_	to	_	TO	15	_	_	_	_	_	_	_	O
4	transportation	_	UNK	_	NN	15	_	_	_	_	_	_	_	S-Total
5	have	_	have	_	VB	15	_	_	_	_	_	_	_	O
6	been	_	be	_	VBN	15	_	_	_	_	_	_	_	O
7	offered	_	offer	_	VBN	15	_	_	_	_	_	_	_	O
8	and	_	and	_	CC	15	_	_	_	_	_	_	_	O
9	include	_	include	_	VBP	15	_	_	_	_	_	include.v	Inclusion	O

1	human	_	human	_	JJ	17	_	_	_	_	_	_	_	B-Purpose
2	mobility	_	UNK	_	NN	17	_	_	_	_	_	_	_	I-Purpose
3	pattern	_	pattern	_	NN	17	_	_	_	_	_	_	_	I-Purpose
4	studies	_	study	_	NNS	17	_	_	_	_	_	study.n	Scrutiny	O
5	(	_	(	_	(	17	_	_	_	_	_	_	_	O
6	unk	_	UNK	_	CD	17	_	_	_	_	_	_	_	O
7	)	_	)	_	)	17	_	_	_	_	_	_	_	O
8	,	_	,	_	,	17	_	_	_	_	_	_	_	O
9	queueing	_	UNK	_	VBG	17	_	_	_	_	_	_	_	O
10	(	_	(	_	(	17	_	_	_	_	_	_	_	O
11	44	_	44	_	CD	17	_	_	_	_	_	_	_	O
12	,	_	,	_	,	17	_	_	_	_	_	_	_	O
13	45	_	45	_	CD	17	_	_	_	_	_	_	_	O
14	)	_	)	_	)	17	_	_	_	_	_	_	_	O
15	,	_	,	_	,	17	_	_	_	_	_	_	_	O
16	and	_	and	_	CC	17	_	_	_	_	_	_	_	O
17	the	_	the	_	DT	17	_	_	_	_	_	_	_	O

1	use	_	use	_	NN	18	_	_	_	_	_	use.n	Using	O
2	of	_	of	_	IN	18	_	_	_	_	_	_	_	B-Instrument
3	historical	_	historical	_	JJ	18	_	_	_	_	_	_	_	I-Instrument
4	data	_	data	_	NNS	18	_	_	_	_	_	_	_	I-Instrument
5	to	_	to	_	TO	18	_	_	_	_	_	_	_	B-Purpose
6	predict	_	predict	_	VB	18	_	_	_	_	_	_	_	I-Purpose
7	traffic	_	traffic	_	NN	18	_	_	_	_	_	_	_	I-Purpose
8	.	_	.	_	.	18	_	_	_	_	_	_	_	O

1	use	_	use	_	NN	18	_	_	_	_	_	_	_	O
2	of	_	of	_	IN	18	_	_	_	_	_	_	_	O
3	historical	_	historical	_	JJ	18	_	_	_	_	_	_	_	O
4	data	_	data	_	NNS	18	_	_	_	_	_	data.n	Information	S-Information
5	to	_	to	_	TO	18	_	_	_	_	_	_	_	O
6	predict	_	predict	_	VB	18	_	_	_	_	_	_	_	O
7	traffic	_	traffic	_	NN	18	_	_	_	_	_	_	_	O
8	.	_	.	_	.	18	_	_	_	_	_	_	_	O

1	use	_	use	_	NN	18	_	_	_	_	_	_	_	O
2	of	_	of	_	IN	18	_	_	_	_	_	_	_	O
3	historical	_	historical	_	JJ	18	_	_	_	_	_	_	_	O
4	data	_	data	_	NNS	18	_	_	_	_	_	_	_	O
5	to	_	to	_	TO	18	_	_	_	_	_	_	_	O
6	predict	_	predict	_	VB	18	_	_	_	_	_	predict.v	Predicting	O
7	traffic	_	traffic	_	NN	18	_	_	_	_	_	_	_	S-Eventuality
8	.	_	.	_	.	18	_	_	_	_	_	_	_	O

1	we	_	We	_	PRP	19	_	_	_	_	_	_	_	O
2	review	_	review	_	VBP	19	_	_	_	_	_	_	_	O
3	these	_	these	_	DT	19	_	_	_	_	_	_	_	O
4	approaches	_	approach	_	NNS	19	_	_	_	_	_	approach.n	Means	S-Means

1	in	_	in	_	IN	20	_	_	_	_	_	_	_	O
2	the	_	the	_	DT	20	_	_	_	_	_	_	_	O
3	supplementary	_	UNK	_	JJ	20	_	_	_	_	_	_	_	O
4	materials	_	Materials	_	NNS	20	_	_	_	_	_	_	_	O
5	and	_	and	_	CC	20	_	_	_	_	_	_	_	O
6	note	_	note	_	NN	20	_	_	_	_	_	_	_	O
7	that	_	that	_	IN	20	_	_	_	_	_	_	_	O
8	the	_	the	_	DT	20	_	_	_	_	_	_	_	O
9	main	_	main	_	JJ	20	_	_	_	_	_	main.a	Importance	O
10	benefit	_	benefit	_	NN	20	_	_	_	_	_	_	_	S-Factor
11	of	_	of	_	IN	20	_	_	_	_	_	_	_	O

1	our	_	our	_	PRP$	21	_	_	_	_	_	_	_	O
2	model	_	model	_	NN	21	_	_	_	_	_	_	_	O
3	is	_	be	_	VBZ	21	_	_	_	_	_	_	_	O
4	that	_	that	_	IN	21	_	_	_	_	_	_	_	O
5	it	_	it	_	PRP	21	_	_	_	_	_	_	_	S-Protagonist
6	relies	_	rely	_	VBZ	21	_	_	_	_	_	rely.v	Reliance	O
7	solely	_	solely	_	RB	21	_	_	_	_	_	_	_	S-Degree
8	on	_	on	_	IN	21	_	_	_	_	_	_	_	B-Instrument
9	readily	_	readily	_	RB	21	_	_	_	_	_	_	_	I-Instrument
10	available	_	available	_	JJ	21	_	_	_	_	_	_	_	I-Instrument
11	public	_	public	_	JJ	21	_	_	_	_	_	_	_	I-Instrument
12	data	_	data	_	NNS	21	_	_	_	_	_	_	_	I-Instrument
13	,	_	,	_	,	21	_	_	_	_	_	_	_	O

1	our	_	our	_	PRP$	21	_	_	_	_	_	_	_	O
2	model	_	model	_	NN	21	_	_	_	_	_	_	_	O
3	is	_	be	_	VBZ	21	_	_	_	_	_	_	_	O
4	that	_	that	_	IN	21	_	_	_	_	_	_	_	O
5	it	_	it	_	PRP	21	_	_	_	_	_	_	_	O
6	relies	_	rely	_	VBZ	21	_	_	_	_	_	_	_	O
7	solely	_	solely	_	RB	21	_	_	_	_	_	_	_	O
8	on	_	on	_	IN	21	_	_	_	_	_	_	_	O
9	readily	_	readily	_	RB	21	_	_	_	_	_	_	_	O
10	available	_	available	_	JJ	21	_	_	_	_	_	_	_	O
11	public	_	public	_	JJ	21	_	_	_	_	_	_	_	O
12	data	_	data	_	NNS	21	_	_	_	_	_	data.n	Information	S-Information
13	,	_	,	_	,	21	_	_	_	_	_	_	_	O

1	rather	_	rather	_	RB	22	_	_	_	_	_	_	_	O
2	than	_	than	_	IN	22	_	_	_	_	_	_	_	O
3	on	_	on	_	IN	22	_	_	_	_	_	_	_	O
4	particular	_	particular	_	JJ	22	_	_	_	_	_	particular.a	Idiosyncrasy	O
5	data	_	data	_	NNS	22	_	_	_	_	_	_	_	O
6	sets	_	set	_	NNS	22	_	_	_	_	_	_	_	O
7	that	_	that	_	WDT	22	_	_	_	_	_	_	_	O
8	may	_	may	_	MD	22	_	_	_	_	_	_	_	O
9	or	_	or	_	CC	22	_	_	_	_	_	_	_	O
10	may	_	may	_	MD	22	_	_	_	_	_	_	_	O
11	not	_	not	_	RB	22	_	_	_	_	_	_	_	O
12	be	_	be	_	VB	22	_	_	_	_	_	_	_	O
13	practical	_	practical	_	JJ	22	_	_	_	_	_	_	_	O

1	rather	_	rather	_	RB	22	_	_	_	_	_	_	_	O
2	than	_	than	_	IN	22	_	_	_	_	_	_	_	O
3	on	_	on	_	IN	22	_	_	_	_	_	_	_	O
4	particular	_	particular	_	JJ	22	_	_	_	_	_	_	_	O
5	data	_	data	_	NNS	22	_	_	_	_	_	data.n	Information	S-Information
6	sets	_	set	_	NNS	22	_	_	_	_	_	_	_	O
7	that	_	that	_	WDT	22	_	_	_	_	_	_	_	O
8	may	_	may	_	MD	22	_	_	_	_	_	_	_	O
9	or	_	or	_	CC	22	_	_	_	_	_	_	_	O
10	may	_	may	_	MD	22	_	_	_	_	_	_	_	O
11	not	_	not	_	RB	22	_	_	_	_	_	_	_	O
12	be	_	be	_	VB	22	_	_	_	_	_	_	_	O
13	practical	_	practical	_	JJ	22	_	_	_	_	_	_	_	O

1	to	_	to	_	TO	23	_	_	_	_	_	_	_	O
2	obtain	_	obtain	_	VB	23	_	_	_	_	_	obtain.v	Getting	O
3	for	_	for	_	IN	23	_	_	_	_	_	_	_	B-Theme
4	any	_	any	_	DT	23	_	_	_	_	_	_	_	I-Theme
5	particular	_	particular	_	JJ	23	_	_	_	_	_	_	_	I-Theme
6	region	_	region	_	NN	23	_	_	_	_	_	_	_	I-Theme
7	.	_	.	_	.	23	_	_	_	_	_	_	_	O

1	to	_	to	_	TO	23	_	_	_	_	_	_	_	O
2	obtain	_	obtain	_	VB	23	_	_	_	_	_	_	_	O
3	for	_	for	_	IN	23	_	_	_	_	_	_	_	O
4	any	_	any	_	DT	23	_	_	_	_	_	_	_	O
5	particular	_	particular	_	JJ	23	_	_	_	_	_	particular.a	Idiosyncrasy	O
6	region	_	region	_	NN	23	_	_	_	_	_	_	_	S-Idiosyncrasy
7	.	_	.	_	.	23	_	_	_	_	_	_	_	O

1	to	_	to	_	TO	23	_	_	_	_	_	_	_	O
2	obtain	_	obtain	_	VB	23	_	_	_	_	_	_	_	O
3	for	_	for	_	IN	23	_	_	_	_	_	_	_	O
4	any	_	any	_	DT	23	_	_	_	_	_	_	_	O
5	particular	_	particular	_	JJ	23	_	_	_	_	_	_	_	O
6	region	_	region	_	NN	23	_	_	_	_	_	region.n	Locale	S-Locale
7	.	_	.	_	.	23	_	_	_	_	_	_	_	O

1	allows	_	allows	_	NNS	25	_	_	_	_	_	_	_	O
2	us	_	u	_	PRP	25	_	_	_	_	_	_	_	S-Cognizer
3	to	_	to	_	TO	25	_	_	_	_	_	_	_	O
4	consider	_	consider	_	VB	25	_	_	_	_	_	consider.v	Categorization	O
5	spatial	_	UNK	_	JJ	25	_	_	_	_	_	_	_	B-Category
6	topologies	_	UNK	_	NNS	25	_	_	_	_	_	_	_	I-Category
7	of	_	of	_	IN	25	_	_	_	_	_	_	_	I-Category
8	cities	_	city	_	NNS	25	_	_	_	_	_	_	_	I-Category
9	in	_	in	_	IN	25	_	_	_	_	_	_	_	I-Category
10	high	_	high	_	JJ	25	_	_	_	_	_	_	_	I-Category
11	resolution	_	resolution	_	NN	25	_	_	_	_	_	_	_	I-Category
12	including	_	include	_	VBG	25	_	_	_	_	_	_	_	O

1	allows	_	allows	_	NNS	25	_	_	_	_	_	_	_	O
2	us	_	u	_	PRP	25	_	_	_	_	_	_	_	O
3	to	_	to	_	TO	25	_	_	_	_	_	_	_	O
4	consider	_	consider	_	VB	25	_	_	_	_	_	_	_	O
5	spatial	_	UNK	_	JJ	25	_	_	_	_	_	_	_	O
6	topologies	_	UNK	_	NNS	25	_	_	_	_	_	_	_	O
7	of	_	of	_	IN	25	_	_	_	_	_	_	_	O
8	cities	_	city	_	NNS	25	_	_	_	_	_	city.n	Political_locales	S-Locale
9	in	_	in	_	IN	25	_	_	_	_	_	_	_	O
10	high	_	high	_	JJ	25	_	_	_	_	_	_	_	O
11	resolution	_	resolution	_	NN	25	_	_	_	_	_	_	_	O
12	including	_	include	_	VBG	25	_	_	_	_	_	_	_	O

1	allows	_	allows	_	NNS	25	_	_	_	_	_	_	_	O
2	us	_	u	_	PRP	25	_	_	_	_	_	_	_	O
3	to	_	to	_	TO	25	_	_	_	_	_	_	_	O
4	consider	_	consider	_	VB	25	_	_	_	_	_	_	_	O
5	spatial	_	UNK	_	JJ	25	_	_	_	_	_	_	_	O
6	topologies	_	UNK	_	NNS	25	_	_	_	_	_	_	_	O
7	of	_	of	_	IN	25	_	_	_	_	_	_	_	O
8	cities	_	city	_	NNS	25	_	_	_	_	_	_	_	O
9	in	_	in	_	IN	25	_	_	_	_	_	_	_	O
10	high	_	high	_	JJ	25	_	_	_	_	_	high.a	Position_on_a_scale	S-Value
11	resolution	_	resolution	_	NN	25	_	_	_	_	_	_	_	S-Item
12	including	_	include	_	VBG	25	_	_	_	_	_	_	_	O

1	allows	_	allows	_	NNS	25	_	_	_	_	_	_	_	O
2	us	_	u	_	PRP	25	_	_	_	_	_	_	_	O
3	to	_	to	_	TO	25	_	_	_	_	_	_	_	O
4	consider	_	consider	_	VB	25	_	_	_	_	_	_	_	O
5	spatial	_	UNK	_	JJ	25	_	_	_	_	_	_	_	O
6	topologies	_	UNK	_	NNS	25	_	_	_	_	_	_	_	O
7	of	_	of	_	IN	25	_	_	_	_	_	_	_	O
8	cities	_	city	_	NNS	25	_	_	_	_	_	_	_	O
9	in	_	in	_	IN	25	_	_	_	_	_	_	_	O
10	high	_	high	_	JJ	25	_	_	_	_	_	_	_	O
11	resolution	_	resolution	_	NN	25	_	_	_	_	_	_	_	S-Part
12	including	_	include	_	VBG	25	_	_	_	_	_	include.v	Inclusion	O

1	tens	_	ten	_	NNS	26	_	_	_	_	_	ten.num	Cardinal_numbers	S-Number
2	of	_	of	_	IN	26	_	_	_	_	_	_	_	B-Entity
3	thousands	_	thousand	_	NNS	26	_	_	_	_	_	_	_	I-Entity
4	of	_	of	_	IN	26	_	_	_	_	_	_	_	I-Entity
5	nodes	_	UNK	_	NNS	26	_	_	_	_	_	_	_	I-Entity
6	and	_	and	_	CC	26	_	_	_	_	_	_	_	I-Entity
7	links	_	link	_	NNS	26	_	_	_	_	_	_	_	I-Entity
8	.	_	.	_	.	26	_	_	_	_	_	_	_	O

1	tens	_	ten	_	NNS	26	_	_	_	_	_	_	_	O
2	of	_	of	_	IN	26	_	_	_	_	_	_	_	O
3	thousands	_	thousand	_	NNS	26	_	_	_	_	_	thousand.num	Cardinal_numbers	S-Number
4	of	_	of	_	IN	26	_	_	_	_	_	_	_	B-Entity
5	nodes	_	UNK	_	NNS	26	_	_	_	_	_	_	_	I-Entity
6	and	_	and	_	CC	26	_	_	_	_	_	_	_	I-Entity
7	links	_	link	_	NNS	26	_	_	_	_	_	_	_	I-Entity
8	.	_	.	_	.	26	_	_	_	_	_	_	_	O

1	tens	_	ten	_	NNS	26	_	_	_	_	_	_	_	O
2	of	_	of	_	IN	26	_	_	_	_	_	_	_	O
3	thousands	_	thousand	_	NNS	26	_	_	_	_	_	_	_	O
4	of	_	of	_	IN	26	_	_	_	_	_	_	_	O
5	nodes	_	UNK	_	NNS	26	_	_	_	_	_	_	_	O
6	and	_	and	_	CC	26	_	_	_	_	_	_	_	O
7	links	_	link	_	NNS	26	_	_	_	_	_	link.n	Social_connection	S-Connection
8	.	_	.	_	.	26	_	_	_	_	_	_	_	O

1	we	_	We	_	PRP	27	_	_	_	_	_	_	_	S-Creator
2	did	_	do	_	VBD	27	_	_	_	_	_	_	_	O
3	not	_	not	_	RB	27	_	_	_	_	_	_	_	O
4	create	_	create	_	VB	27	_	_	_	_	_	create.v	Intentionally_create	O
5	a	_	a	_	DT	27	_	_	_	_	_	_	_	O
6	more	_	more	_	RBR	27	_	_	_	_	_	_	_	O

1	accurate	_	accurate	_	JJ	28	_	_	_	_	_	accurate.a	Correctness	O
2	transportation	_	UNK	_	NN	28	_	_	_	_	_	_	_	B-Information
3	model	_	model	_	NN	28	_	_	_	_	_	_	_	I-Information
4	than	_	than	_	IN	28	_	_	_	_	_	_	_	B-Communicative_act
5	the	_	the	_	DT	28	_	_	_	_	_	_	_	I-Communicative_act
6	existing	_	exist	_	VBG	28	_	_	_	_	_	_	_	I-Communicative_act
7	ones	_	one	_	NNS	28	_	_	_	_	_	_	_	I-Communicative_act
8	,	_	,	_	,	28	_	_	_	_	_	_	_	O
9	but	_	but	_	CC	28	_	_	_	_	_	_	_	O
10	we	_	we	_	PRP	28	_	_	_	_	_	_	_	O
11	were	_	be	_	VBD	28	_	_	_	_	_	_	_	O
12	able	_	able	_	JJ	28	_	_	_	_	_	_	_	O

1	accurate	_	accurate	_	JJ	28	_	_	_	_	_	_	_	O
2	transportation	_	UNK	_	NN	28	_	_	_	_	_	_	_	O
3	model	_	model	_	NN	28	_	_	_	_	_	_	_	O
4	than	_	than	_	IN	28	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	28	_	_	_	_	_	_	_	O
6	existing	_	exist	_	VBG	28	_	_	_	_	_	exist.v	Existence	O
7	ones	_	one	_	NNS	28	_	_	_	_	_	_	_	S-Entity
8	,	_	,	_	,	28	_	_	_	_	_	_	_	O
9	but	_	but	_	CC	28	_	_	_	_	_	_	_	O
10	we	_	we	_	PRP	28	_	_	_	_	_	_	_	O
11	were	_	be	_	VBD	28	_	_	_	_	_	_	_	O
12	able	_	able	_	JJ	28	_	_	_	_	_	_	_	O

1	accurate	_	accurate	_	JJ	28	_	_	_	_	_	_	_	O
2	transportation	_	UNK	_	NN	28	_	_	_	_	_	_	_	O
3	model	_	model	_	NN	28	_	_	_	_	_	_	_	O
4	than	_	than	_	IN	28	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	28	_	_	_	_	_	_	_	O
6	existing	_	exist	_	VBG	28	_	_	_	_	_	_	_	O
7	ones	_	one	_	NNS	28	_	_	_	_	_	_	_	O
8	,	_	,	_	,	28	_	_	_	_	_	_	_	O
9	but	_	but	_	CC	28	_	_	_	_	_	_	_	O
10	we	_	we	_	PRP	28	_	_	_	_	_	_	_	S-Entity
11	were	_	be	_	VBD	28	_	_	_	_	_	_	_	O
12	able	_	able	_	JJ	28	_	_	_	_	_	able.a	Capability	O

1	to	_	to	_	TO	29	_	_	_	_	_	_	_	O
2	obtain	_	obtain	_	VB	29	_	_	_	_	_	obtain.v	Getting	O
3	measurable	_	UNK	_	JJ	29	_	_	_	_	_	_	_	B-Theme
4	characteristics	_	characteristic	_	NNS	29	_	_	_	_	_	_	_	I-Theme
5	of	_	of	_	IN	29	_	_	_	_	_	_	_	I-Theme
6	transportation	_	UNK	_	NN	29	_	_	_	_	_	_	_	I-Theme
7	systems	_	system	_	NNS	29	_	_	_	_	_	_	_	I-Theme
8	(	_	(	_	(	29	_	_	_	_	_	_	_	O
9	average	_	average	_	JJ	29	_	_	_	_	_	_	_	O

1	to	_	to	_	TO	29	_	_	_	_	_	_	_	O
2	obtain	_	obtain	_	VB	29	_	_	_	_	_	_	_	O
3	measurable	_	UNK	_	JJ	29	_	_	_	_	_	_	_	O
4	characteristics	_	characteristic	_	NNS	29	_	_	_	_	_	_	_	O
5	of	_	of	_	IN	29	_	_	_	_	_	_	_	O
6	transportation	_	UNK	_	NN	29	_	_	_	_	_	_	_	S-Use
7	systems	_	system	_	NNS	29	_	_	_	_	_	system.n	Gizmo	O
8	(	_	(	_	(	29	_	_	_	_	_	_	_	O
9	average	_	average	_	JJ	29	_	_	_	_	_	_	_	O

1	delays	_	delay	_	NNS	30	_	_	_	_	_	delay.n	Change_event_time	S-Interval
2	)	_	)	_	)	30	_	_	_	_	_	_	_	O
3	using	_	use	_	VBG	30	_	_	_	_	_	_	_	B-Event
4	our	_	our	_	PRP$	30	_	_	_	_	_	_	_	I-Event
5	model	_	model	_	NN	30	_	_	_	_	_	_	_	I-Event
6	.	_	.	_	.	30	_	_	_	_	_	_	_	O

1	delays	_	delay	_	NNS	30	_	_	_	_	_	_	_	O
2	)	_	)	_	)	30	_	_	_	_	_	_	_	O
3	using	_	use	_	VBG	30	_	_	_	_	_	use.v	Using	O
4	our	_	our	_	PRP$	30	_	_	_	_	_	_	_	B-Instrument
5	model	_	model	_	NN	30	_	_	_	_	_	_	_	I-Instrument
6	.	_	.	_	.	30	_	_	_	_	_	_	_	O

1	geospatial	_	UNK	_	JJ	31	_	_	_	_	_	_	_	O
2	boundaries	_	boundary	_	NNS	31	_	_	_	_	_	boundary.n	Boundary	O
3	and	_	and	_	CC	31	_	_	_	_	_	_	_	O
4	population	_	population	_	NN	31	_	_	_	_	_	_	_	O
5	density	_	density	_	NN	31	_	_	_	_	_	_	_	O

1	geospatial	_	UNK	_	JJ	31	_	_	_	_	_	_	_	O
2	boundaries	_	boundary	_	NNS	31	_	_	_	_	_	_	_	O
3	and	_	and	_	CC	31	_	_	_	_	_	_	_	O
4	population	_	population	_	NN	31	_	_	_	_	_	population.n	Aggregate	S-Aggregate
5	density	_	density	_	NN	31	_	_	_	_	_	_	_	O

1	to	_	To	_	TO	32	_	_	_	_	_	_	_	O
2	define	_	define	_	VB	32	_	_	_	_	_	define.v	Communicate_categorization	O
3	geospatial	_	UNK	_	JJ	32	_	_	_	_	_	_	_	O
4	boundaries	_	boundary	_	NNS	32	_	_	_	_	_	_	_	O
5	for	_	for	_	IN	32	_	_	_	_	_	_	_	O
6	the	_	the	_	DT	32	_	_	_	_	_	_	_	O
7	transportation	_	UNK	_	NN	32	_	_	_	_	_	_	_	O
8	infrastructure	_	infrastructure	_	NN	32	_	_	_	_	_	_	_	O

1	to	_	To	_	TO	32	_	_	_	_	_	_	_	O
2	define	_	define	_	VB	32	_	_	_	_	_	_	_	O
3	geospatial	_	UNK	_	JJ	32	_	_	_	_	_	_	_	O
4	boundaries	_	boundary	_	NNS	32	_	_	_	_	_	boundary.n	Boundary	O
5	for	_	for	_	IN	32	_	_	_	_	_	_	_	O
6	the	_	the	_	DT	32	_	_	_	_	_	_	_	O
7	transportation	_	UNK	_	NN	32	_	_	_	_	_	_	_	O
8	infrastructure	_	infrastructure	_	NN	32	_	_	_	_	_	_	_	O

1	to	_	To	_	TO	32	_	_	_	_	_	_	_	O
2	define	_	define	_	VB	32	_	_	_	_	_	_	_	O
3	geospatial	_	UNK	_	JJ	32	_	_	_	_	_	_	_	O
4	boundaries	_	boundary	_	NNS	32	_	_	_	_	_	_	_	O
5	for	_	for	_	IN	32	_	_	_	_	_	_	_	O
6	the	_	the	_	DT	32	_	_	_	_	_	_	_	O
7	transportation	_	UNK	_	NN	32	_	_	_	_	_	_	_	S-Activity
8	infrastructure	_	infrastructure	_	NN	32	_	_	_	_	_	infrastructure.n	Infrastructure	S-Infrastructure

1	networks	_	network	_	NNS	33	_	_	_	_	_	network.n	Network	S-Network
2	,	_	,	_	,	33	_	_	_	_	_	_	_	O
3	we	_	we	_	PRP	33	_	_	_	_	_	_	_	O
4	used	_	use	_	VBD	33	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	33	_	_	_	_	_	_	_	O
6	u.s.	_	U.S.	_	NNP	33	_	_	_	_	_	_	_	O
7	census	_	UNK	_	NNP	33	_	_	_	_	_	_	_	O
8	bureau	_	Bureau	_	NNP	33	_	_	_	_	_	_	_	O
9	geospatial	_	UNK	_	JJ	33	_	_	_	_	_	_	_	O
10	data	_	data	_	NNS	33	_	_	_	_	_	_	_	O
11	set	_	set	_	NN	33	_	_	_	_	_	_	_	O
12	(	_	(	_	(	33	_	_	_	_	_	_	_	O
13	35	_	UNK	_	CD	33	_	_	_	_	_	_	_	O
14	)	_	)	_	)	33	_	_	_	_	_	_	_	O
15	for	_	for	_	IN	33	_	_	_	_	_	_	_	O

1	networks	_	network	_	NNS	33	_	_	_	_	_	_	_	O
2	,	_	,	_	,	33	_	_	_	_	_	_	_	O
3	we	_	we	_	PRP	33	_	_	_	_	_	_	_	S-Agent
4	used	_	use	_	VBD	33	_	_	_	_	_	use.v	Using	O
5	the	_	the	_	DT	33	_	_	_	_	_	_	_	B-Instrument
6	u.s.	_	U.S.	_	NNP	33	_	_	_	_	_	_	_	I-Instrument
7	census	_	UNK	_	NNP	33	_	_	_	_	_	_	_	I-Instrument
8	bureau	_	Bureau	_	NNP	33	_	_	_	_	_	_	_	I-Instrument
9	geospatial	_	UNK	_	JJ	33	_	_	_	_	_	_	_	I-Instrument
10	data	_	data	_	NNS	33	_	_	_	_	_	_	_	I-Instrument
11	set	_	set	_	NN	33	_	_	_	_	_	_	_	I-Instrument
12	(	_	(	_	(	33	_	_	_	_	_	_	_	I-Instrument
13	35	_	UNK	_	CD	33	_	_	_	_	_	_	_	I-Instrument
14	)	_	)	_	)	33	_	_	_	_	_	_	_	I-Instrument
15	for	_	for	_	IN	33	_	_	_	_	_	_	_	O

1	networks	_	network	_	NNS	33	_	_	_	_	_	_	_	O
2	,	_	,	_	,	33	_	_	_	_	_	_	_	O
3	we	_	we	_	PRP	33	_	_	_	_	_	_	_	O
4	used	_	use	_	VBD	33	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	33	_	_	_	_	_	_	_	O
6	u.s.	_	U.S.	_	NNP	33	_	_	_	_	_	_	_	O
7	census	_	UNK	_	NNP	33	_	_	_	_	_	_	_	O
8	bureau	_	Bureau	_	NNP	33	_	_	_	_	_	_	_	O
9	geospatial	_	UNK	_	JJ	33	_	_	_	_	_	_	_	O
10	data	_	data	_	NNS	33	_	_	_	_	_	data.n	Information	S-Information
11	set	_	set	_	NN	33	_	_	_	_	_	_	_	O
12	(	_	(	_	(	33	_	_	_	_	_	_	_	O
13	35	_	UNK	_	CD	33	_	_	_	_	_	_	_	O
14	)	_	)	_	)	33	_	_	_	_	_	_	_	O
15	for	_	for	_	IN	33	_	_	_	_	_	_	_	O

1	urban	_	UNK	_	JJ	34	_	_	_	_	_	_	_	O
2	unk	_	UNK	_	RB	34	_	_	_	_	_	_	_	O
3	developed	_	developed	_	JJ	34	_	_	_	_	_	developed.a	Stage_of_progress	O
4	residential	_	residential	_	JJ	34	_	_	_	_	_	_	_	S-Entity
5	,	_	,	_	,	34	_	_	_	_	_	_	_	O
6	commercial	_	commercial	_	JJ	34	_	_	_	_	_	_	_	O
7	,	_	,	_	,	34	_	_	_	_	_	_	_	O
8	and	_	and	_	CC	34	_	_	_	_	_	_	_	O
9	other	_	other	_	JJ	34	_	_	_	_	_	_	_	O

1	urban	_	UNK	_	JJ	34	_	_	_	_	_	_	_	O
2	unk	_	UNK	_	RB	34	_	_	_	_	_	_	_	O
3	developed	_	developed	_	JJ	34	_	_	_	_	_	_	_	O
4	residential	_	residential	_	JJ	34	_	_	_	_	_	_	_	O
5	,	_	,	_	,	34	_	_	_	_	_	_	_	O
6	commercial	_	commercial	_	JJ	34	_	_	_	_	_	_	_	O
7	,	_	,	_	,	34	_	_	_	_	_	_	_	O
8	and	_	and	_	CC	34	_	_	_	_	_	_	_	O
9	other	_	other	_	JJ	34	_	_	_	_	_	other.a	Increment	O

1	nonresidential	_	UNK	_	JJ	35	_	_	_	_	_	_	_	S-Descriptor
2	areas	_	area	_	NNS	35	_	_	_	_	_	area.n	Locale	S-Locale
3	(	_	(	_	(	35	_	_	_	_	_	_	_	O
4	46	_	UNK	_	CD	35	_	_	_	_	_	_	_	O
5	)	_	)	_	)	35	_	_	_	_	_	_	_	O
6	.	_	.	_	.	35	_	_	_	_	_	_	_	O

1	we	_	We	_	PRP	36	_	_	_	_	_	_	_	O
2	approximated	_	UNK	_	VBD	36	_	_	_	_	_	_	_	O
3	the	_	the	_	DT	36	_	_	_	_	_	_	_	O
4	exact	_	exact	_	JJ	36	_	_	_	_	_	exact.a	Correctness	O
5	urban	_	UNK	_	JJ	36	_	_	_	_	_	_	_	B-Information
6	area	_	area	_	NN	36	_	_	_	_	_	_	_	I-Information
7	polygon	_	UNK	_	NN	36	_	_	_	_	_	_	_	I-Information

1	we	_	We	_	PRP	36	_	_	_	_	_	_	_	O
2	approximated	_	UNK	_	VBD	36	_	_	_	_	_	_	_	O
3	the	_	the	_	DT	36	_	_	_	_	_	_	_	O
4	exact	_	exact	_	JJ	36	_	_	_	_	_	_	_	O
5	urban	_	UNK	_	JJ	36	_	_	_	_	_	_	_	O
6	area	_	area	_	NN	36	_	_	_	_	_	area.n	Locale	S-Locale
7	polygon	_	UNK	_	NN	36	_	_	_	_	_	_	_	O

1	with	_	with	_	IN	37	_	_	_	_	_	_	_	B-Cause
2	a	_	a	_	DT	37	_	_	_	_	_	_	_	I-Cause
3	simplified	_	UNK	_	VBN	37	_	_	_	_	_	_	_	I-Cause
4	manually	_	UNK	_	RB	37	_	_	_	_	_	_	_	S-Manner
5	drawn	_	draw	_	VBN	37	_	_	_	_	_	draw.v	Cause_motion	O
6	one	_	one	_	CD	37	_	_	_	_	_	_	_	B-Theme
7	(	_	(	_	(	37	_	_	_	_	_	_	_	I-Theme
8	fig	_	UNK	_	NNP	37	_	_	_	_	_	_	_	I-Theme
9	.	_	.	_	.	37	_	_	_	_	_	_	_	O

1	1a	_	UNK	_	CD	38	_	_	_	_	_	_	_	O
2	)	_	)	_	)	38	_	_	_	_	_	_	_	O
3	and	_	and	_	CC	38	_	_	_	_	_	_	_	O
4	included	_	include	_	VBD	38	_	_	_	_	_	include.v	Inclusion	O
5	all	_	all	_	DT	38	_	_	_	_	_	_	_	O

1	roadways	_	UNK	_	NNS	39	_	_	_	_	_	_	_	S-Figure
2	within	_	within	_	IN	39	_	_	_	_	_	within.prep	Interior_profile_relation	O
3	40	_	40	_	CD	39	_	_	_	_	_	_	_	B-Ground
4	km	_	km	_	NNS	39	_	_	_	_	_	_	_	I-Ground
5	(	_	(	_	(	39	_	_	_	_	_	_	_	I-Ground
6	25	_	25	_	CD	39	_	_	_	_	_	_	_	I-Ground
7	miles	_	mile	_	NNS	39	_	_	_	_	_	_	_	I-Ground
8	)	_	)	_	)	39	_	_	_	_	_	_	_	I-Ground
9	of	_	of	_	IN	39	_	_	_	_	_	_	_	I-Ground
10	it	_	it	_	PRP	39	_	_	_	_	_	_	_	I-Ground
11	in	_	in	_	IN	39	_	_	_	_	_	_	_	I-Ground
12	the	_	the	_	DT	39	_	_	_	_	_	_	_	I-Ground
13	network	_	network	_	NN	39	_	_	_	_	_	_	_	I-Ground
14	.	_	.	_	.	39	_	_	_	_	_	_	_	O

1	roadways	_	UNK	_	NNS	39	_	_	_	_	_	_	_	O
2	within	_	within	_	IN	39	_	_	_	_	_	_	_	O
3	40	_	40	_	CD	39	_	_	_	_	_	_	_	O
4	km	_	km	_	NNS	39	_	_	_	_	_	_	_	O
5	(	_	(	_	(	39	_	_	_	_	_	_	_	O
6	25	_	25	_	CD	39	_	_	_	_	_	_	_	S-Count
7	miles	_	mile	_	NNS	39	_	_	_	_	_	mile.n	Measure_linear_extent	S-Unit
8	)	_	)	_	)	39	_	_	_	_	_	_	_	O
9	of	_	of	_	IN	39	_	_	_	_	_	_	_	O
10	it	_	it	_	PRP	39	_	_	_	_	_	_	_	O
11	in	_	in	_	IN	39	_	_	_	_	_	_	_	O
12	the	_	the	_	DT	39	_	_	_	_	_	_	_	O
13	network	_	network	_	NN	39	_	_	_	_	_	_	_	O
14	.	_	.	_	.	39	_	_	_	_	_	_	_	O

1	roadways	_	UNK	_	NNS	39	_	_	_	_	_	_	_	O
2	within	_	within	_	IN	39	_	_	_	_	_	_	_	O
3	40	_	40	_	CD	39	_	_	_	_	_	_	_	O
4	km	_	km	_	NNS	39	_	_	_	_	_	_	_	O
5	(	_	(	_	(	39	_	_	_	_	_	_	_	O
6	25	_	25	_	CD	39	_	_	_	_	_	_	_	O
7	miles	_	mile	_	NNS	39	_	_	_	_	_	_	_	O
8	)	_	)	_	)	39	_	_	_	_	_	_	_	O
9	of	_	of	_	IN	39	_	_	_	_	_	_	_	O
10	it	_	it	_	PRP	39	_	_	_	_	_	_	_	O
11	in	_	in	_	IN	39	_	_	_	_	_	_	_	O
12	the	_	the	_	DT	39	_	_	_	_	_	_	_	O
13	network	_	network	_	NN	39	_	_	_	_	_	network.n	Network	S-Network
14	.	_	.	_	.	39	_	_	_	_	_	_	_	O

1	links	_	link	_	NNS	41	_	_	_	_	_	link.n	Social_connection	O
2	,	_	,	_	,	41	_	_	_	_	_	_	_	O
3	we	_	we	_	PRP	41	_	_	_	_	_	_	_	O
4	calculated	_	UNK	_	VBD	41	_	_	_	_	_	_	_	O
5	its	_	it	_	PRP$	41	_	_	_	_	_	_	_	O
6	length	_	length	_	NN	41	_	_	_	_	_	_	_	O
7	on	_	on	_	IN	41	_	_	_	_	_	_	_	O
8	the	_	the	_	DT	41	_	_	_	_	_	_	_	O
9	basis	_	basis	_	NN	41	_	_	_	_	_	_	_	O
10	of	_	of	_	IN	41	_	_	_	_	_	_	_	O
11	the	_	the	_	DT	41	_	_	_	_	_	_	_	O
12	unk	_	UNK	_	NN	41	_	_	_	_	_	_	_	O
13	defining	_	define	_	VBG	41	_	_	_	_	_	_	_	O
14	the	_	the	_	DT	41	_	_	_	_	_	_	_	O

1	links	_	link	_	NNS	41	_	_	_	_	_	_	_	O
2	,	_	,	_	,	41	_	_	_	_	_	_	_	O
3	we	_	we	_	PRP	41	_	_	_	_	_	_	_	O
4	calculated	_	UNK	_	VBD	41	_	_	_	_	_	_	_	O
5	its	_	it	_	PRP$	41	_	_	_	_	_	_	_	O
6	length	_	length	_	NN	41	_	_	_	_	_	_	_	O
7	on	_	on	_	IN	41	_	_	_	_	_	_	_	O
8	the	_	the	_	DT	41	_	_	_	_	_	_	_	O
9	basis	_	basis	_	NN	41	_	_	_	_	_	_	_	O
10	of	_	of	_	IN	41	_	_	_	_	_	_	_	O
11	the	_	the	_	DT	41	_	_	_	_	_	_	_	B-Item
12	unk	_	UNK	_	NN	41	_	_	_	_	_	_	_	I-Item
13	defining	_	define	_	VBG	41	_	_	_	_	_	define.v	Communicate_categorization	O
14	the	_	the	_	DT	41	_	_	_	_	_	_	_	O

1	link	_	link	_	NN	42	_	_	_	_	_	link.n	Social_connection	S-Connection
2	and	_	and	_	CC	42	_	_	_	_	_	_	_	O
3	assigned	_	assign	_	VBD	42	_	_	_	_	_	_	_	O
4	a	_	a	_	DT	42	_	_	_	_	_	_	_	O
5	number	_	number	_	NN	42	_	_	_	_	_	_	_	O
6	of	_	of	_	IN	42	_	_	_	_	_	_	_	O
7	lanes	_	lane	_	NNS	42	_	_	_	_	_	_	_	O
8	m	_	UNK	_	NNS	42	_	_	_	_	_	_	_	O
9	and	_	and	_	CC	42	_	_	_	_	_	_	_	O
10	the	_	the	_	DT	42	_	_	_	_	_	_	_	O
11	unk	_	UNK	_	NNP	42	_	_	_	_	_	_	_	O
12	(	_	(	_	(	42	_	_	_	_	_	_	_	O
13	see	_	see	_	VB	42	_	_	_	_	_	_	_	O
14	the	_	the	_	DT	42	_	_	_	_	_	_	_	O
15	supplementary	_	UNK	_	NNP	42	_	_	_	_	_	_	_	O

1	link	_	link	_	NN	42	_	_	_	_	_	_	_	O
2	and	_	and	_	CC	42	_	_	_	_	_	_	_	O
3	assigned	_	assign	_	VBD	42	_	_	_	_	_	_	_	O
4	a	_	a	_	DT	42	_	_	_	_	_	_	_	O
5	number	_	number	_	NN	42	_	_	_	_	_	number.n	Quantified_mass	S-Quantity
6	of	_	of	_	IN	42	_	_	_	_	_	_	_	B-Individuals
7	lanes	_	lane	_	NNS	42	_	_	_	_	_	_	_	I-Individuals
8	m	_	UNK	_	NNS	42	_	_	_	_	_	_	_	I-Individuals
9	and	_	and	_	CC	42	_	_	_	_	_	_	_	O
10	the	_	the	_	DT	42	_	_	_	_	_	_	_	O
11	unk	_	UNK	_	NNP	42	_	_	_	_	_	_	_	O
12	(	_	(	_	(	42	_	_	_	_	_	_	_	O
13	see	_	see	_	VB	42	_	_	_	_	_	_	_	O
14	the	_	the	_	DT	42	_	_	_	_	_	_	_	O
15	supplementary	_	UNK	_	NNP	42	_	_	_	_	_	_	_	O

1	link	_	link	_	NN	42	_	_	_	_	_	_	_	O
2	and	_	and	_	CC	42	_	_	_	_	_	_	_	O
3	assigned	_	assign	_	VBD	42	_	_	_	_	_	_	_	O
4	a	_	a	_	DT	42	_	_	_	_	_	_	_	O
5	number	_	number	_	NN	42	_	_	_	_	_	_	_	O
6	of	_	of	_	IN	42	_	_	_	_	_	_	_	O
7	lanes	_	lane	_	NNS	42	_	_	_	_	_	lane.n	Roadways	S-Roadway
8	m	_	UNK	_	NNS	42	_	_	_	_	_	_	_	O
9	and	_	and	_	CC	42	_	_	_	_	_	_	_	O
10	the	_	the	_	DT	42	_	_	_	_	_	_	_	O
11	unk	_	UNK	_	NNP	42	_	_	_	_	_	_	_	O
12	(	_	(	_	(	42	_	_	_	_	_	_	_	O
13	see	_	see	_	VB	42	_	_	_	_	_	_	_	O
14	the	_	the	_	DT	42	_	_	_	_	_	_	_	O
15	supplementary	_	UNK	_	NNP	42	_	_	_	_	_	_	_	O

1	link	_	link	_	NN	42	_	_	_	_	_	_	_	O
2	and	_	and	_	CC	42	_	_	_	_	_	_	_	O
3	assigned	_	assign	_	VBD	42	_	_	_	_	_	_	_	O
4	a	_	a	_	DT	42	_	_	_	_	_	_	_	O
5	number	_	number	_	NN	42	_	_	_	_	_	_	_	O
6	of	_	of	_	IN	42	_	_	_	_	_	_	_	O
7	lanes	_	lane	_	NNS	42	_	_	_	_	_	_	_	O
8	m	_	UNK	_	NNS	42	_	_	_	_	_	_	_	O
9	and	_	and	_	CC	42	_	_	_	_	_	_	_	O
10	the	_	the	_	DT	42	_	_	_	_	_	_	_	O
11	unk	_	UNK	_	NNP	42	_	_	_	_	_	_	_	O
12	(	_	(	_	(	42	_	_	_	_	_	_	_	O
13	see	_	see	_	VB	42	_	_	_	_	_	see.v	Perception_experience	O
14	the	_	the	_	DT	42	_	_	_	_	_	_	_	B-Phenomenon
15	supplementary	_	UNK	_	NNP	42	_	_	_	_	_	_	_	I-Phenomenon

1	we	_	We	_	PRP	44	_	_	_	_	_	_	_	S-Cognizer
2	next	_	next	_	RB	44	_	_	_	_	_	_	_	O
3	estimated	_	estimate	_	VBD	44	_	_	_	_	_	estimate.v	Estimating	O
4	population	_	population	_	NN	44	_	_	_	_	_	_	_	S-Estimation
5	in	_	in	_	IN	44	_	_	_	_	_	_	_	O
6	vicinity	_	UNK	_	NN	44	_	_	_	_	_	_	_	O
7	of	_	of	_	IN	44	_	_	_	_	_	_	_	O
8	each	_	each	_	DT	44	_	_	_	_	_	_	_	O
9	intersection	_	intersection	_	NN	44	_	_	_	_	_	_	_	O
10	i	_	UNK	_	NN	44	_	_	_	_	_	_	_	O
11	using	_	use	_	VBG	44	_	_	_	_	_	_	_	O

1	we	_	We	_	PRP	44	_	_	_	_	_	_	_	O
2	next	_	next	_	RB	44	_	_	_	_	_	_	_	O
3	estimated	_	estimate	_	VBD	44	_	_	_	_	_	_	_	O
4	population	_	population	_	NN	44	_	_	_	_	_	population.n	Aggregate	S-Aggregate
5	in	_	in	_	IN	44	_	_	_	_	_	_	_	O
6	vicinity	_	UNK	_	NN	44	_	_	_	_	_	_	_	O
7	of	_	of	_	IN	44	_	_	_	_	_	_	_	O
8	each	_	each	_	DT	44	_	_	_	_	_	_	_	O
9	intersection	_	intersection	_	NN	44	_	_	_	_	_	_	_	O
10	i	_	UNK	_	NN	44	_	_	_	_	_	_	_	O
11	using	_	use	_	VBG	44	_	_	_	_	_	_	_	O

1	we	_	We	_	PRP	44	_	_	_	_	_	_	_	O
2	next	_	next	_	RB	44	_	_	_	_	_	_	_	O
3	estimated	_	estimate	_	VBD	44	_	_	_	_	_	_	_	O
4	population	_	population	_	NN	44	_	_	_	_	_	_	_	O
5	in	_	in	_	IN	44	_	_	_	_	_	_	_	O
6	vicinity	_	UNK	_	NN	44	_	_	_	_	_	_	_	O
7	of	_	of	_	IN	44	_	_	_	_	_	_	_	O
8	each	_	each	_	DT	44	_	_	_	_	_	_	_	O
9	intersection	_	intersection	_	NN	44	_	_	_	_	_	_	_	O
10	i	_	UNK	_	NN	44	_	_	_	_	_	_	_	S-Agent
11	using	_	use	_	VBG	44	_	_	_	_	_	use.v	Using	O

1	the	_	the	_	DT	45	_	_	_	_	_	_	_	O
2	census	_	UNK	_	NNP	45	_	_	_	_	_	_	_	O
3	tract	_	UNK	_	NNP	45	_	_	_	_	_	_	_	S-Topic
4	data	_	data	_	NNS	45	_	_	_	_	_	data.n	Information	S-Information
5	(	_	(	_	(	45	_	_	_	_	_	_	_	O
6	36	_	36	_	CD	45	_	_	_	_	_	_	_	O
7	)	_	)	_	)	45	_	_	_	_	_	_	_	O
8	.	_	.	_	.	45	_	_	_	_	_	_	_	O

1	to	_	To	_	TO	46	_	_	_	_	_	_	_	O
2	this	_	this	_	DT	46	_	_	_	_	_	_	_	O
3	end	_	end	_	NN	46	_	_	_	_	_	end.n	Temporal_subregion	S-Subpart
4	,	_	,	_	,	46	_	_	_	_	_	_	_	O
5	we	_	we	_	PRP	46	_	_	_	_	_	_	_	O
6	split	_	split	_	VBD	46	_	_	_	_	_	_	_	O
7	the	_	the	_	DT	46	_	_	_	_	_	_	_	O
8	map	_	map	_	NN	46	_	_	_	_	_	_	_	O
9	into	_	into	_	IN	46	_	_	_	_	_	_	_	O
10	voronoi	_	UNK	_	NNP	46	_	_	_	_	_	_	_	O

1	to	_	To	_	TO	46	_	_	_	_	_	_	_	O
2	this	_	this	_	DT	46	_	_	_	_	_	_	_	O
3	end	_	end	_	NN	46	_	_	_	_	_	_	_	O
4	,	_	,	_	,	46	_	_	_	_	_	_	_	O
5	we	_	we	_	PRP	46	_	_	_	_	_	_	_	S-Agent
6	split	_	split	_	VBD	46	_	_	_	_	_	split.v	Separating	O
7	the	_	the	_	DT	46	_	_	_	_	_	_	_	B-Parts
8	map	_	map	_	NN	46	_	_	_	_	_	_	_	I-Parts
9	into	_	into	_	IN	46	_	_	_	_	_	_	_	I-Parts
10	voronoi	_	UNK	_	NNP	46	_	_	_	_	_	_	_	I-Parts

1	cells	_	cell	_	NNS	47	_	_	_	_	_	_	_	B-Locale
2	centered	_	center	_	VBN	47	_	_	_	_	_	center.n	Locale_by_use	I-Locale
3	at	_	at	_	IN	47	_	_	_	_	_	_	_	B-Relative_location
4	intersections	_	intersection	_	NNS	47	_	_	_	_	_	_	_	I-Relative_location
5	and	_	and	_	CC	47	_	_	_	_	_	_	_	O
6	then	_	then	_	RB	47	_	_	_	_	_	_	_	O
7	evaluated	_	UNK	_	VBD	47	_	_	_	_	_	_	_	O
8	the	_	the	_	DT	47	_	_	_	_	_	_	_	O
9	population	_	population	_	NN	47	_	_	_	_	_	_	_	O
10	of	_	of	_	IN	47	_	_	_	_	_	_	_	O
11	each	_	each	_	DT	47	_	_	_	_	_	_	_	O

1	cells	_	cell	_	NNS	47	_	_	_	_	_	_	_	O
2	centered	_	center	_	VBN	47	_	_	_	_	_	_	_	O
3	at	_	at	_	IN	47	_	_	_	_	_	_	_	O
4	intersections	_	intersection	_	NNS	47	_	_	_	_	_	_	_	O
5	and	_	and	_	CC	47	_	_	_	_	_	_	_	O
6	then	_	then	_	RB	47	_	_	_	_	_	_	_	O
7	evaluated	_	UNK	_	VBD	47	_	_	_	_	_	_	_	O
8	the	_	the	_	DT	47	_	_	_	_	_	_	_	O
9	population	_	population	_	NN	47	_	_	_	_	_	population.n	Aggregate	S-Aggregate
10	of	_	of	_	IN	47	_	_	_	_	_	_	_	O
11	each	_	each	_	DT	47	_	_	_	_	_	_	_	O

1	above	_	UNK	_	NNP	49	_	_	_	_	_	_	_	O
2	,	_	,	_	,	49	_	_	_	_	_	_	_	O
3	nt	_	UNK	_	NNP	49	_	_	_	_	_	_	_	O
4	is	_	be	_	VBZ	49	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	49	_	_	_	_	_	_	_	O
6	population	_	population	_	NN	49	_	_	_	_	_	population.n	Aggregate	S-Aggregate
7	of	_	of	_	IN	49	_	_	_	_	_	_	_	O
8	census	_	UNK	_	NNP	49	_	_	_	_	_	_	_	O
9	tract	_	UNK	_	NNP	49	_	_	_	_	_	_	_	O
10	t	_	t	_	NN	49	_	_	_	_	_	_	_	O
11	,	_	,	_	,	49	_	_	_	_	_	_	_	O
12	and	_	and	_	CC	49	_	_	_	_	_	_	_	O
13	pi	_	UNK	_	NNP	49	_	_	_	_	_	_	_	O
14	and	_	and	_	CC	49	_	_	_	_	_	_	_	O
15	pt	_	UNK	_	NNP	49	_	_	_	_	_	_	_	O
16	are	_	be	_	VBP	49	_	_	_	_	_	_	_	O

1	we	_	We	_	PRP	54	_	_	_	_	_	_	_	S-Agent
2	built	_	build	_	VBP	54	_	_	_	_	_	build.v	Building	O
3	on	_	on	_	IN	54	_	_	_	_	_	_	_	B-Components
4	the	_	the	_	DT	54	_	_	_	_	_	_	_	I-Components
5	gravity	_	gravity	_	NN	54	_	_	_	_	_	_	_	I-Components
6	model	_	model	_	NN	54	_	_	_	_	_	_	_	I-Components
7	to	_	to	_	TO	54	_	_	_	_	_	_	_	B-Purpose
8	generate	_	UNK	_	VB	54	_	_	_	_	_	_	_	I-Purpose
9	commuting	_	UNK	_	NN	54	_	_	_	_	_	_	_	I-Purpose
10	patterns	_	pattern	_	NNS	54	_	_	_	_	_	_	_	I-Purpose
11	.	_	.	_	.	54	_	_	_	_	_	_	_	O

1	gravity	_	gravity	_	NN	56	_	_	_	_	_	_	_	O
2	model	_	model	_	NN	56	_	_	_	_	_	_	_	O
3	(	_	(	_	(	56	_	_	_	_	_	_	_	O
4	47	_	UNK	_	CD	56	_	_	_	_	_	_	_	O
5	)	_	)	_	)	56	_	_	_	_	_	_	_	O
6	is	_	be	_	VBZ	56	_	_	_	_	_	_	_	O
7	a	_	a	_	DT	56	_	_	_	_	_	_	_	B-Traveler
8	classical	_	classical	_	JJ	56	_	_	_	_	_	_	_	I-Traveler
9	model	_	model	_	NN	56	_	_	_	_	_	_	_	I-Traveler
10	for	_	for	_	IN	56	_	_	_	_	_	_	_	O
11	trip	_	trip	_	NN	56	_	_	_	_	_	trip.n	Travel	O
12	distribution	_	distribution	_	NN	56	_	_	_	_	_	_	_	B-Goal
13	assignment	_	assignment	_	NN	56	_	_	_	_	_	_	_	I-Goal

1	gravity	_	gravity	_	NN	56	_	_	_	_	_	_	_	O
2	model	_	model	_	NN	56	_	_	_	_	_	_	_	O
3	(	_	(	_	(	56	_	_	_	_	_	_	_	O
4	47	_	UNK	_	CD	56	_	_	_	_	_	_	_	O
5	)	_	)	_	)	56	_	_	_	_	_	_	_	O
6	is	_	be	_	VBZ	56	_	_	_	_	_	_	_	O
7	a	_	a	_	DT	56	_	_	_	_	_	_	_	O
8	classical	_	classical	_	JJ	56	_	_	_	_	_	_	_	O
9	model	_	model	_	NN	56	_	_	_	_	_	_	_	O
10	for	_	for	_	IN	56	_	_	_	_	_	_	_	O
11	trip	_	trip	_	NN	56	_	_	_	_	_	_	_	O
12	distribution	_	distribution	_	NN	56	_	_	_	_	_	distribution.n	Dispersal	O
13	assignment	_	assignment	_	NN	56	_	_	_	_	_	_	_	O

1	and	_	and	_	CC	57	_	_	_	_	_	_	_	O
2	is	_	be	_	VBZ	57	_	_	_	_	_	_	_	O
3	extensively	_	extensively	_	RB	57	_	_	_	_	_	_	_	S-Manner
4	adopted	_	adopt	_	VBN	57	_	_	_	_	_	adopt.v	Adopt_selection	O
5	in	_	in	_	IN	57	_	_	_	_	_	_	_	O
6	most	_	most	_	JJS	57	_	_	_	_	_	_	_	O
7	metropolitan	_	UNK	_	JJ	57	_	_	_	_	_	_	_	O
8	planning	_	planning	_	NN	57	_	_	_	_	_	_	_	O
9	and	_	and	_	CC	57	_	_	_	_	_	_	_	O
10	statewide	_	UNK	_	NN	57	_	_	_	_	_	_	_	O

1	travel	_	travel	_	JJ	58	_	_	_	_	_	travel.n	Travel	O
2	demand	_	demand	_	NN	58	_	_	_	_	_	_	_	O
3	models	_	model	_	NNS	58	_	_	_	_	_	_	_	O
4	in	_	in	_	IN	58	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	58	_	_	_	_	_	_	_	O
6	united	_	United	_	NNP	58	_	_	_	_	_	_	_	O
7	states	_	States	_	NNPS	58	_	_	_	_	_	_	_	O
8	(	_	(	_	(	58	_	_	_	_	_	_	_	O
9	unk	_	UNK	_	CD	58	_	_	_	_	_	_	_	O
10	)	_	)	_	)	58	_	_	_	_	_	_	_	O
11	.	_	.	_	.	58	_	_	_	_	_	_	_	O

1	travel	_	travel	_	JJ	58	_	_	_	_	_	_	_	O
2	demand	_	demand	_	NN	58	_	_	_	_	_	demand.n	Request	O
3	models	_	model	_	NNS	58	_	_	_	_	_	_	_	O
4	in	_	in	_	IN	58	_	_	_	_	_	_	_	O
5	the	_	the	_	DT	58	_	_	_	_	_	_	_	O
6	united	_	United	_	NNP	58	_	_	_	_	_	_	_	O
7	states	_	States	_	NNPS	58	_	_	_	_	_	_	_	O
8	(	_	(	_	(	58	_	_	_	_	_	_	_	O
9	unk	_	UNK	_	CD	58	_	_	_	_	_	_	_	O
10	)	_	)	_	)	58	_	_	_	_	_	_	_	O
11	.	_	.	_	.	58	_	_	_	_	_	_	_	O

1	other	_	Other	_	JJ	59	_	_	_	_	_	other.a	Increment	O
2	trip	_	trip	_	NN	59	_	_	_	_	_	_	_	O

1	other	_	Other	_	JJ	59	_	_	_	_	_	_	_	S-Traveler
2	trip	_	trip	_	NN	59	_	_	_	_	_	trip.n	Travel	O