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42 | [
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43 | [
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49 | [
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"REOFFER",
"="
] | [
22,
22,
22,
21,
34
] | [
11,
12,
12,
12,
21
] | [
0,
3,
0,
0,
0
] | [
"O",
"B-ORG",
"O",
"O",
"O"
] | LAST S&P AA+ REOFFER = | {
"LOC": [],
"MISC": [],
"ORG": [
"S&P"
],
"PER": []
} |
83 | [
"NOTES",
"S",
"SHORT",
"FIRST",
"COUPON"
] | [
24,
22,
22,
22,
22
] | [
11,
12,
12,
12,
12
] | [
0,
0,
0,
0,
0
] | [
"O",
"O",
"O",
"O",
"O"
] | NOTES S SHORT FIRST COUPON | {
"LOC": [],
"MISC": [],
"ORG": [],
"PER": []
} |
84 | [
"LISTING",
"LONDON",
"DENOMS",
"(",
"K",
")",
"1-10-100",
"SALE",
"LIMITS",
"US",
"/",
"UK",
"/",
"JP",
"/",
"FR"
] | [
39,
22,
22,
4,
22,
5,
11,
22,
42,
22,
34,
22,
34,
22,
34,
40
] | [
21,
11,
12,
0,
11,
0,
11,
12,
21,
11,
0,
11,
0,
11,
0,
1
] | [
0,
5,
0,
0,
0,
0,
0,
0,
0,
5,
0,
5,
0,
5,
0,
5
] | [
"O",
"B-LOC",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"B-LOC",
"O",
"B-LOC",
"O",
"B-LOC",
"O",
"B-LOC"
] | LISTING LONDON DENOMS ( K ) 1-10-100 SALE LIMITS US / UK / JP / FR | {
"LOC": [
"LONDON",
"US",
"UK",
"JP",
"FR"
],
"MISC": [],
"ORG": [],
"PER": []
} |
85 | [
"NEG",
"PLG",
"YES",
"CRS",
"DEFLT",
"NO",
"FORCE",
"MAJ",
"IPMA",
"2"
] | [
22,
22,
22,
22,
22,
12,
41,
20,
22,
11
] | [
11,
12,
12,
12,
12,
12,
21,
22,
11,
12
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | [
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O"
] | NEG PLG YES CRS DEFLT NO FORCE MAJ IPMA 2 | {
"LOC": [],
"MISC": [],
"ORG": [],
"PER": []
} |
86 | [
"GOV",
"LAW",
"ENGLISH",
"HOME",
"CTRY",
"SWEDEN",
"TAX",
"PROVS",
"STANDARD"
] | [
22,
22,
22,
22,
22,
22,
21,
24,
38
] | [
11,
12,
12,
12,
12,
12,
12,
12,
21
] | [
0,
0,
7,
0,
0,
5,
0,
0,
0
] | [
"O",
"O",
"B-MISC",
"O",
"O",
"B-LOC",
"O",
"O",
"O"
] | GOV LAW ENGLISH HOME CTRY SWEDEN TAX PROVS STANDARD | {
"LOC": [
"SWEDEN"
],
"MISC": [
"ENGLISH"
],
"ORG": [],
"PER": []
} |
87 | [
"MGT",
"/",
"UND",
"5",
"BP",
"SELL",
"CONC",
"5",
"BP",
"PRAECIP",
"="
] | [
22,
34,
22,
11,
22,
37,
22,
11,
22,
22,
34
] | [
11,
0,
11,
12,
12,
21,
11,
12,
12,
12,
21
] | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | [
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O"
] | MGT / UND 5 BP SELL CONC 5 BP PRAECIP = | {
"LOC": [],
"MISC": [],
"ORG": [],
"PER": []
} |
88 | [
"NOTES",
"ISSUED",
"OFF",
"EMTN",
"PROGRAMME"
] | [
24,
38,
21,
22,
22
] | [
11,
21,
11,
12,
12
] | [
0,
0,
0,
0,
0
] | [
"O",
"O",
"O",
"O",
"O"
] | NOTES ISSUED OFF EMTN PROGRAMME | {
"LOC": [],
"MISC": [],
"ORG": [],
"PER": []
} |
89 | [
"--",
"London",
"Newsroom",
"+44",
"171",
"542",
"8863"
] | [
8,
22,
22,
11,
11,
11,
11
] | [
11,
12,
12,
12,
12,
12,
12
] | [
0,
3,
4,
0,
0,
0,
0
] | [
"O",
"B-ORG",
"I-ORG",
"O",
"O",
"O",
"O"
] | -- London Newsroom +44 171 542 8863 | {
"LOC": [],
"MISC": [],
"ORG": [
"London Newsroom"
],
"PER": []
} |
90 | [
"Port",
"conditions",
"update",
"-",
"Syria",
"-",
"Lloyds",
"Shipping",
"."
] | [
21,
24,
41,
8,
22,
8,
22,
22,
7
] | [
11,
12,
21,
0,
11,
0,
11,
12,
0
] | [
0,
0,
0,
0,
5,
0,
3,
4,
0
] | [
"O",
"O",
"O",
"O",
"B-LOC",
"O",
"B-ORG",
"I-ORG",
"O"
] | Port conditions update - Syria - Lloyds Shipping . | {
"LOC": [
"Syria"
],
"MISC": [],
"ORG": [
"Lloyds Shipping"
],
"PER": []
} |
91 | [
"Port",
"conditions",
"from",
"Lloyds",
"Shipping",
"Intelligence",
"Service",
"--"
] | [
21,
24,
15,
22,
22,
22,
22,
8
] | [
11,
12,
13,
11,
12,
12,
12,
0
] | [
0,
0,
0,
3,
4,
4,
4,
0
] | [
"O",
"O",
"O",
"B-ORG",
"I-ORG",
"I-ORG",
"I-ORG",
"O"
] | Port conditions from Lloyds Shipping Intelligence Service -- | {
"LOC": [],
"MISC": [],
"ORG": [
"Lloyds Shipping Intelligence Service"
],
"PER": []
} |
92 | [
"LATTAKIA",
",",
"Aug",
"10",
"-",
"waiting",
"time",
"at",
"Lattakia",
"and",
"Tartous",
"presently",
"24",
"hours",
"."
] | [
22,
6,
22,
11,
8,
39,
21,
15,
22,
10,
22,
30,
11,
24,
7
] | [
11,
0,
11,
12,
12,
21,
11,
13,
11,
12,
12,
3,
11,
12,
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] | [
5,
0,
0,
0,
0,
0,
0,
0,
5,
0,
5,
0,
0,
0,
0
] | [
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"O",
"O",
"O",
"O",
"O",
"B-LOC",
"O",
"B-LOC",
"O",
"O",
"O",
"O"
] | LATTAKIA , Aug 10 - waiting time at Lattakia and Tartous presently 24 hours . | {
"LOC": [
"LATTAKIA",
"Lattakia",
"Tartous"
],
"MISC": [],
"ORG": [],
"PER": []
} |
93 | [
"Israel",
"plays",
"down",
"fears",
"of",
"war",
"with",
"Syria",
"."
] | [
22,
42,
33,
24,
15,
21,
15,
22,
7
] | [
11,
21,
15,
11,
13,
11,
13,
11,
0
] | [
5,
0,
0,
0,
0,
0,
0,
5,
0
] | [
"B-LOC",
"O",
"O",
"O",
"O",
"O",
"O",
"B-LOC",
"O"
] | Israel plays down fears of war with Syria . | {
"LOC": [
"Israel",
"Syria"
],
"MISC": [],
"ORG": [],
"PER": []
} |
94 | [
"Colleen",
"Siegel"
] | [
22,
22
] | [
11,
12
] | [
1,
2
] | [
"B-PER",
"I-PER"
] | Colleen Siegel | {
"LOC": [],
"MISC": [],
"ORG": [],
"PER": [
"Colleen Siegel"
]
} |
95 | [
"JERUSALEM",
"1996-08-22"
] | [
40,
11
] | [
11,
12
] | [
5,
0
] | [
"B-LOC",
"O"
] | JERUSALEM 1996-08-22 | {
"LOC": [
"JERUSALEM"
],
"MISC": [],
"ORG": [],
"PER": []
} |
96 | [
"Israel",
"'s",
"outgoing",
"peace",
"negotiator",
"with",
"Syria",
"said",
"on",
"Thursday",
"current",
"tensions",
"between",
"the",
"two",
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"appeared",
"to",
"be",
"a",
"storm",
"in",
"a",
"teacup",
"."
] | [
22,
27,
16,
21,
21,
15,
22,
38,
15,
22,
16,
24,
15,
12,
11,
24,
38,
35,
37,
12,
21,
15,
12,
21,
7
] | [
11,
11,
12,
12,
12,
13,
11,
21,
13,
11,
12,
12,
13,
11,
12,
12,
21,
22,
22,
11,
12,
13,
11,
12,
0
] | [
5,
0,
0,
0,
0,
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0,
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0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | [
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"O",
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"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O"
] | Israel 's outgoing peace negotiator with Syria said on Thursday current tensions between the two countries appeared to be a storm in a teacup . | {
"LOC": [
"Israel",
"Syria"
],
"MISC": [],
"ORG": [],
"PER": []
} |
97 | [
"Itamar",
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",",
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"conducted",
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",",
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"Israel",
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"wanted",
"to",
"talk",
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] | [
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13,
11,
21,
22,
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0,
0,
5,
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] | [
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"O",
"O",
"O",
"B-LOC",
"O",
"O",
"O",
"O",
"O",
"O",
"O"
] | Itamar Rabinovich , who as Israel 's ambassador to Washington conducted unfruitful negotiations with Syria , told Israel Radio it looked like Damascus wanted to talk rather than fight . | {
"LOC": [
"Israel",
"Washington",
"Syria",
"Damascus"
],
"MISC": [],
"ORG": [
"Israel Radio"
],
"PER": [
"Itamar Rabinovich"
]
} |
98 | [
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"the",
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"priority",
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] | [
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0,
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] | [
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"O",
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"B-MISC",
"O",
"O",
"O",
"O",
"O",
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] | " It appears to me the Syrian priority is still to negotiate . | {
"LOC": [],
"MISC": [
"Syrian"
],
"ORG": [],
"PER": []
} |
99 | [
"The",
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"definitely",
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",",
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42,
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12,
42,
30,
12,
21,
15,
12,
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38,
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11,
21,
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21,
17,
11,
21,
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11,
12,
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11,
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0,
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"O",
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"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O"
] | The Syrians are confused , they are definitely tense , but the general assessment here in Washington is that this is essentially a storm in a teacup , " he said . | {
"LOC": [
"Washington"
],
"MISC": [
"Syrians"
],
"ORG": [],
"PER": []
} |
End of preview. Expand
in Dataset Viewer.
Dataset Card for CoNLL-2003 with NER Workflow Enhancements
This dataset is a modified version of the CoNLL-2003 dataset, enhanced to support an LLM-based Named Entity Recognition (NER) workflow. Two new columns, sentence and entities, have been added. You can find the code used to generate this version together with the data files.
Named Entities
As in the original CoNLL-2003 task, this dataset focuses on four types of named entities:
- Persons (PER)
- Locations (LOC)
- Organizations (ORG)
- Miscellaneous entities (MISC) that do not belong to the previous three groups.
Workflow
The LLM is provided with the sentence and a prompt containing NER task instructions. It is then asked to output a dictionary with the identified Named Entities.
Example
For the sentence:
EU rejects German call to boycott British lamb.
The expected output is:
{
"entities": {
"LOC": [],
"MISC": ["German", "British"],
"ORG": ["EU"],
"PER": []
}
}
Original Dataset
You can find the original dataset and its associated documentation at the CoNLL-2003 dataset on Hugging Face.
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