Triple
T7482391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wirral South |
E176791
|
entity |
| Predicate | byElectionWinner1997 |
P1240
|
FINISHED |
| Object |
Ben Chapman
Ben Chapman is a British Labour politician who served as Member of Parliament for Wirral South from 1997 to 2010.
|
E668417
|
NE FINISHED |
How this triple was built (5 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ben Chapman | Statement: [Wirral South, byElectionWinner1997, Ben Chapman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Chapman Context triple: [Wirral South, byElectionWinner1997, Ben Chapman]
-
A.
Allen Chapman
Allen Chapman is an American professional soccer referee known for officiating high-profile Major League Soccer matches and cup finals.
-
B.
Charles Morton
Charles Morton was an 18th-century English dissenting minister and educator best known for founding influential nonconformist academies and later serving as vice president of Harvard College.
-
C.
Luther Cressman
Luther Cressman was an American archaeologist and anthropologist best known for his pioneering work on early human habitation in the Pacific Northwest of the United States.
-
D.
Everett Chapman
Everett Chapman was the first husband of pioneering American photojournalist Margaret Bourke-White.
-
E.
Frank Hague
Frank Hague was a powerful and controversial early 20th-century mayor of Jersey City, New Jersey, known for his political machine and involvement in landmark civil liberties cases.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ben Chapman Triple: [Wirral South, byElectionWinner1997, Ben Chapman]
Generated description
Ben Chapman is a British Labour politician who served as Member of Parliament for Wirral South from 1997 to 2010.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Chapman Target entity description: Ben Chapman is a British Labour politician who served as Member of Parliament for Wirral South from 1997 to 2010.
-
A.
Allen Chapman
Allen Chapman is an American professional soccer referee known for officiating high-profile Major League Soccer matches and cup finals.
-
B.
Charles Morton
Charles Morton was an 18th-century English dissenting minister and educator best known for founding influential nonconformist academies and later serving as vice president of Harvard College.
-
C.
Luther Cressman
Luther Cressman was an American archaeologist and anthropologist best known for his pioneering work on early human habitation in the Pacific Northwest of the United States.
-
D.
Everett Chapman
Everett Chapman was the first husband of pioneering American photojournalist Margaret Bourke-White.
-
E.
Frank Hague
Frank Hague was a powerful and controversial early 20th-century mayor of Jersey City, New Jersey, known for his political machine and involvement in landmark civil liberties cases.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: byElectionWinner1997 Context triple: [Wirral South, byElectionWinner1997, Ben Chapman]
-
A.
wonParliamentaryElection
Indicates that one party or candidate achieved victory in a parliamentary election over others.
-
B.
electedCandidate
chosen
Indicates that a particular person has been chosen as the winner in an election for a given position or office.
-
C.
premierElectedBy
Indicates that a premier attains office through an election conducted or decided by a specified person, group, or body.
-
D.
electedWith
Indicates that one entity attained an elected position or office together with, or as part of the same electoral outcome as, another entity.
-
E.
wonFirstDemocraticElection
Indicates that the subject achieved victory in the first democratic election held for a given office, position, or context.
- F. None of above.
Provenance (6 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c69f24ac508190bb98fe927c0bd065 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5374bb08190bdf6ca72a3d0cd1c |
completed | March 27, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c68bcf081908a2c280152d887f0 |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83ddda5688190be1ec69f23671f60 |
completed | March 28, 2026, 8:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83e42b0048190b1abd8ae99c97e38 |
completed | March 28, 2026, 8:46 p.m. |
| PD | Predicate disambiguation | batch_69c6f03d967081908a8e696ff9693b90 |
completed | March 27, 2026, 9:01 p.m. |
Created at: March 27, 2026, 3:42 p.m.