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.