Triple

T6423673
Position Surface form Disambiguated ID Type / Status
Subject Chesham and Amersham (UK Parliament constituency) E128004 entity
Predicate earlierMP P31607 FINISHED
Object Ian Gilmour
Ian Gilmour was a British Conservative politician and cabinet minister who served in senior roles including Defence Secretary and Lord Privy Seal during the 1970s and early 1980s.
E592304 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: Ian Gilmour | Statement: [Chesham and Amersham (UK Parliament constituency), earlierMP, Ian Gilmour]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ian Gilmour
Context triple: [Chesham and Amersham (UK Parliament constituency), earlierMP, Ian Gilmour]
  • A. John Milner
    John Milner is a fictional hot-rod enthusiast and central character from the American Graffiti film series, emblematic of 1960s car culture and teenage rebellion.
  • B. Douglas Shearer
    Douglas Shearer was a pioneering Canadian-American sound engineer and special effects designer in Hollywood, renowned for his groundbreaking work at MGM and multiple Academy Awards.
  • C. Duncan Ferguson
    Duncan Ferguson is a former Scottish professional footballer and coach, best known as a powerful Everton striker in the 1990s and 2000s who later moved into football management.
  • D. Alan Napier
    Alan Napier was an English character actor best known for playing Alfred Pennyworth in the 1960s Batman television series.
  • E. Tony Docherty
    Tony Docherty is a Scottish football coach and former player best known for managing Dundee F.C. in the Scottish Professional Football League.
  • 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: Ian Gilmour
Triple: [Chesham and Amersham (UK Parliament constituency), earlierMP, Ian Gilmour]
Generated description
Ian Gilmour was a British Conservative politician and cabinet minister who served in senior roles including Defence Secretary and Lord Privy Seal during the 1970s and early 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ian Gilmour
Target entity description: Ian Gilmour was a British Conservative politician and cabinet minister who served in senior roles including Defence Secretary and Lord Privy Seal during the 1970s and early 1980s.
  • A. John Milner
    John Milner is a fictional hot-rod enthusiast and central character from the American Graffiti film series, emblematic of 1960s car culture and teenage rebellion.
  • B. Douglas Shearer
    Douglas Shearer was a pioneering Canadian-American sound engineer and special effects designer in Hollywood, renowned for his groundbreaking work at MGM and multiple Academy Awards.
  • C. Duncan Ferguson
    Duncan Ferguson is a former Scottish professional footballer and coach, best known as a powerful Everton striker in the 1990s and 2000s who later moved into football management.
  • D. Alan Napier
    Alan Napier was an English character actor best known for playing Alfred Pennyworth in the 1960s Batman television series.
  • E. Tony Docherty
    Tony Docherty is a Scottish football coach and former player best known for managing Dundee F.C. in the Scottish Professional Football League.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: earlierMP
Context triple: [Chesham and Amersham (UK Parliament constituency), earlierMP, Ian Gilmour]
  • A. previousMP chosen
    Indicates that one entity served as a Member of Parliament for a given constituency or position immediately before another specified entity.
  • B. hasFormerMP
    Indicates that an entity previously served as a Member of Parliament for another entity (such as a constituency, party, or legislative body), but no longer holds that position.
  • C. previousParliament
    Indicates that one parliament directly preceded another in chronological order.
  • D. representedInParliamentSince
    Indicates that an entity has held representation in a parliament continuously from a specified starting time.
  • E. hasFormerMPParty
    Indicates that a person previously served as a Member of Parliament representing a specified political party.
  • 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_69c00838de888190af2eec0b80495efa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c06906eea88190a445c1ff1169c2b1 completed March 22, 2026, 10:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640dc01188190b67290801aae0d6c completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c642d95c1481909c0bececbcef2929 completed March 27, 2026, 8:42 a.m.
NED2 Entity disambiguation (via description) batch_69c643579a388190a2b07669539bd9b7 completed March 27, 2026, 8:44 a.m.
PD Predicate disambiguation batch_69c060f780b08190aa650b4d1fc51f21 completed March 22, 2026, 9:36 p.m.
Created at: March 22, 2026, 4:43 p.m.