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[
6
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[
9
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|
[
2
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[
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3
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18
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14
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2
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[
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looks
|
[
2
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[
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[
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[
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making
|
[
8
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[
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|
[
5
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[
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[
1
] | 1 | 1 | 2 |
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[
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[
7
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[
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11
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[
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[
8
] | 8 | 1 | 2 |
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[
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2,
3,
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5,
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8,
9,
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11
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|
[
2
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[
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3,
4,
5,
6
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[
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go
|
[
2
] | 2 | 1 | 2 |
[
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[
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5,
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[
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remains
|
[
5
] | 5 | 1 | 2 |
[
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[
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[
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call
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[
2
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[
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[
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study
|
[
2
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2
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[
6
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[
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|
[
4
] | 4 | 1 | 2 |
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[
0
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2
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[
1
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1
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[
8
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[
9
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|
[
9
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[
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[
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[
1
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[
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work
|
[
2
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understand
|
[
4
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"O"
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[
0,
1,
2,
3,
4,
5,
6,
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8,
9,
10,
11,
12
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[
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"global",
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"."
] |
will change
|
[
5,
6
] | 6 | 1 | 2 |
[
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"O",
"O",
"O",
"A0-B",
"P-B",
"P-I",
"A1-B",
"A1-I",
"A1-I",
"A1-I",
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"O"
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[
0,
1,
2,
3,
4,
5,
6,
7,
8
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[
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"of",
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"dioxide",
"."
] |
contains
|
[
2
] | 2 | 1 | 2 |
[
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"A0-I",
"P-B",
"A2-B",
"A2-I",
"O",
"A1-B",
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"O"
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[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13
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[
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"live",
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"."
] |
study
|
[
2
] | 2 | 1 | 2 |
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[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13
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[
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"."
] |
affect
|
[
7
] | 7 | 1 | 2 |
[
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"O",
"O",
"O",
"O",
"A0-B",
"P-B",
"A1-B",
"A1-I",
"A1-I",
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[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14
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[
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"."
] |
can help
|
[
11
] | 11 | 1 | 2 |
[
"O",
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"O",
"O",
"A0-B",
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"A0-I",
"A0-I",
"O",
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[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18
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[
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"part",
"of",
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"ecosystem",
"is",
"disrupted",
"."
] |
try
|
[
1
] | 1 | 1 | 2 |
[
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"A0-I",
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"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18
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[
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] |
can occur
|
[
9
] | 9 | 1 | 2 |
[
"O",
"O",
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"O",
"A0-B",
"A0-I",
"A0-I",
"O",
"O",
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"A1-I",
"A1-I",
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"A1-I",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18
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[
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"of",
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"disrupted",
"."
] |
can disrupted
|
[
17
] | 17 | 1 | 2 |
[
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"A0-B",
"A0-I",
"A0-I",
"A0-I",
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"P-B",
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[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
20
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[
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"are",
"not",
"the",
"only",
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"in",
"the",
"universe",
"."
] |
shown
|
[
4
] | 4 | 1 | 2 |
[
"A0-B",
"A0-I",
"A0-I",
"O",
"P-B",
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"A1-I",
"A1-I",
"A1-I",
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"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11
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[
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"system",
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"2011",
"."
] |
known
|
[
4
] | 4 | 1 | 2 |
[
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"O",
"P-B",
"A1-B",
"A1-I",
"A1-I",
"A1-I",
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] |
[
0,
1,
2,
3,
4,
5,
6,
7
] |
[
"Astronomers",
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"a",
"wide",
"variety",
"of",
"questions",
"."
] |
ask
|
[
1
] | 1 | 1 | 2 |
[
"A0-B",
"P-B",
"A1-B",
"A1-I",
"A1-I",
"A1-I",
"A1-I",
"O"
] |
[
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1,
2,
3,
4,
5,
6,
7,
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9,
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11,
12,
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14,
15,
16
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[
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",",
"called",
"solar",
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",",
"affect",
"communications",
"?"
] |
do
|
[
1
] | 1 | 1 | 2 |
[
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"O",
"O",
"O",
"O",
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[
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1,
2,
3,
4,
5,
6,
7,
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9,
10,
11,
12,
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16
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[
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"?"
] |
called
|
[
10
] | 10 | 1 | 2 |
[
"O",
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"A0-B",
"A0-I",
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"A0-I",
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"O",
"P-B",
"A1-B",
"A1-I",
"O",
"O",
"O",
"O"
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[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16
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[
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"?"
] |
affect
|
[
14
] | 14 | 1 | 2 |
[
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"A1-I",
"A1-I",
"A1-I",
"A1-I",
"A1-I",
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"A1-I",
"A1-I",
"A1-I",
"A1-I",
"O",
"P-B",
"A0-B",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11
] |
[
"How",
"might",
"an",
"impact",
"from",
"an",
"asteroid",
"affect",
"life",
"on",
"Earth",
"?"
] |
might affect
|
[
7
] | 7 | 1 | 2 |
[
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"P-B",
"A1-B",
"A0-B",
"A0-I",
"O"
] |
[
0,
1,
2,
3,
4,
5
] |
[
"Astronomers",
"ask",
"bigger",
"questions",
"too",
"."
] |
ask
|
[
1
] | 1 | 1 | 2 |
[
"A0-B",
"P-B",
"A1-B",
"A1-I",
"A1-I",
"O"
] |
[
0,
1,
2,
3,
4,
5
] |
[
"How",
"was",
"the",
"universe",
"created",
"?"
] |
created
|
[
4
] | 4 | 1 | 2 |
[
"O",
"O",
"A0-B",
"A0-I",
"P-B",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10
] |
[
"Are",
"there",
"resources",
"on",
"other",
"planets",
"that",
"people",
"could",
"use",
"?"
] |
might use
|
[
9
] | 9 | 1 | 2 |
[
"O",
"O",
"A1-B",
"A1-I",
"A1-I",
"A1-I",
"O",
"A0-B",
"O",
"P-B",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12
] |
[
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"what",
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"know",
"to",
"make",
"comparisons",
"with",
"other",
"planets",
"."
] |
use
|
[
1
] | 1 | 1 | 2 |
[
"A0-B",
"P-B",
"A1-B",
"A1-I",
"A1-I",
"A1-I",
"A2-B",
"A2-I",
"A2-I",
"A2-I",
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"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12
] |
[
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"make",
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"planets",
"."
] |
know
|
[
5
] | 5 | 1 | 2 |
[
"O",
"O",
"O",
"A0-B",
"A0-I",
"P-B",
"O",
"O",
"O",
"O",
"O",
"O",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12
] |
[
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"to",
"make",
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"with",
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"planets",
"."
] |
make
|
[
7
] | 7 | 1 | 2 |
[
"A0-B",
"O",
"O",
"O",
"O",
"O",
"O",
"P-B",
"A1-B",
"A1-I",
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] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16
] |
[
"The",
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",",
"other",
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",",
"asteroids",
",",
"comets",
",",
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"."
] |
contains
|
[
3
] | 3 | 1 | 2 |
[
"A0-B",
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"O",
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"A1-I",
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"O"
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[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13
] |
[
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",",
"the",
"entire",
"universe",
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"more",
"enormous",
"."
] |
seems
|
[
4
] | 4 | 1 | 2 |
[
"A0-B",
"A0-I",
"O",
"O",
"P-B",
"O",
"O",
"O",
"O",
"O",
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"O",
"O",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9
] |
[
"Astronomers",
"use",
"many",
"tools",
"to",
"study",
"things",
"in",
"space",
"."
] |
use
|
[
1
] | 1 | 1 | 2 |
[
"A0-B",
"P-B",
"A1-B",
"A1-I",
"A2-B",
"A2-I",
"A2-I",
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"A2-I",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9
] |
[
"Astronomers",
"use",
"many",
"tools",
"to",
"study",
"things",
"in",
"space",
"."
] |
study
|
[
5
] | 5 | 1 | 2 |
[
"A0-B",
"A2-B",
"A2-I",
"A2-I",
"O",
"P-B",
"A1-B",
"A1-I",
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"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15
] |
[
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"-LRB-",
"Figure",
"1.17",
"-RRB-",
"."
] |
view
|
[
2
] | 2 | 1 | 2 |
[
"A0-B",
"A0-I",
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"A1-B",
"A1-I",
"A1-I",
"A2-B",
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"A2-I",
"A2-I",
"A2-I",
"O",
"O",
"O",
"O",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16
] |
[
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"."
] |
see
|
[
8
] | 8 | 1 | 2 |
[
"O",
"O",
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"A1-B",
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"A1-I",
"A1-I",
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"P-B",
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"A0-I",
"A0-I",
"A0-I",
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"A0-I",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16
] |
[
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"."
] |
see
|
[
8
] | 15 | 1 | 2 |
[
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"P-B",
"O",
"O",
"A0-B",
"A0-I",
"A0-I",
"O",
"O",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11
] |
[
"Spacecraft",
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"great",
"distances",
"to",
"send",
"back",
"information",
"on",
"faraway",
"places",
"."
] |
send
|
[
5
] | 5 | 1 | 2 |
[
"A0-B",
"O",
"O",
"O",
"O",
"P-B",
"O",
"A1-B",
"O",
"O",
"O",
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] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9
] |
[
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"a",
"very",
"important",
"agent",
"of",
"erosion",
"."
] |
Flowing
|
[
0
] | 0 | 1 | 2 |
[
"P-B",
"A0-B",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7
] |
[
"Flowing",
"water",
"can",
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"rocks",
"and",
"soil",
"."
] |
Flowing
|
[
0
] | 0 | 1 | 2 |
[
"P-B",
"A0-B",
"O",
"O",
"O",
"O",
"O",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7
] |
[
"Flowing",
"water",
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"rocks",
"and",
"soil",
"."
] |
can erode
|
[
2,
3
] | 3 | 1 | 2 |
[
"A0-B",
"A0-I",
"P-B",
"P-I",
"A1-B",
"A1-I",
"A1-I",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11
] |
[
"As",
"the",
"water",
"slows",
"even",
"more",
",",
"smaller",
"particles",
"are",
"deposited",
"."
] |
had deposited
|
[
10
] | 10 | 1 | 2 |
[
"A0-B",
"A0-I",
"A0-I",
"A0-I",
"A0-I",
"A0-I",
"O",
"O",
"O",
"O",
"P-B",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11
] |
[
"As",
"the",
"water",
"slows",
"even",
"more",
",",
"smaller",
"particles",
"are",
"deposited",
"."
] |
slows
|
[
3
] | 3 | 1 | 2 |
[
"O",
"A0-B",
"A0-I",
"P-B",
"A1-B",
"A1-I",
"O",
"O",
"O",
"O",
"O",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16
] |
[
"The",
"graph",
"in",
"Figure",
"10.1",
"shows",
"how",
"water",
"velocity",
"and",
"particle",
"size",
"influence",
"erosion",
"and",
"deposition",
"."
] |
shows
|
[
5
] | 5 | 1 | 2 |
[
"A0-B",
"A0-I",
"A0-I",
"A0-I",
"A0-I",
"P-B",
"A1-B",
"A1-I",
"A1-I",
"A1-I",
"A1-I",
"A1-I",
"A1-I",
"A1-I",
"A1-I",
"A1-I",
"O"
] |
[
0,
1,
2,
3,
4,
5,
6,
7,
8,
9
] |
[
"Water",
"dissolves",
"minerals",
"from",
"rocks",
"and",
"carries",
"the",
"ions",
"."
] |
dissolves
|
[
1
] | 1 | 1 | 2 |
[
"A0-B",
"P-B",
"A1-B",
"A1-I",
"A1-I",
"A1-I",
"A1-I",
"A1-I",
"A1-I",
"O"
] |
Dataset Card for LSOIE
Dataset Summary
The Large Scale Open Information Extraction Dataset (LSOIE), is a dataset 20 times larger than the next largest human-annotated Open Information Extraction (OIE) dataset. LSOIE is a built upon the QA-SRL 2.0 dataset by transforming the list of Questions and answers for each predicate to a tuple representing a fact.
Supported Tasks and Leaderboards
Open Information Extraction
Languages
The text in this dataset is english.
Dataset Structure
Data Instances
A datapoint comprises one fact together with the sentence it was extracted from. There can be multiple facts for each Sentence. Each fact is represented by a tuple $(a_0, p, a_1,\dots a_n)$ where $a_0$ is the head entity $p$ is the predicate and $a_1, \dots,a_n$ represent the tail.
Data Fields
- word_ids : sequence of indices (int) representing tokens in a sentence,
- words : a sequence of strings, the tokens in the sentence,
- pred : the predicate of the fact,
- pred_ids : ids of the tokens in the predicate,
- head_pred_id : id of the head token in the predicate,
- sent_id : sentence id,
- run_id : ,
- label : Sequence of tags (BIO) representing the fact, e.g. if the fact is given by $(a_0, p, a_1, \dots, a_n) $
Data Splits
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Dataset Creation
Curation Rationale
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Source Data
Initial Data Collection and Normalization
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Who are the source language producers?
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Annotations
Annotation process
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Who are the annotators?
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Personal and Sensitive Information
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Considerations for Using the Data
Social Impact of Dataset
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Discussion of Biases
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Other Known Limitations
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Additional Information
Dataset Curators
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Licensing Information
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Citation Information
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