Triple

T6423577
Position Surface form Disambiguated ID Type / Status
Subject Buckingham (UK Parliament constituency) E128002 entity
Predicate speakerMP P70799 FINISHED
Object John Bercow E489317 NE FINISHED

How this triple was built (3 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: John Bercow | Statement: [Buckingham (UK Parliament constituency), speakerMP, John Bercow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Bercow
Context triple: [Buckingham (UK Parliament constituency), speakerMP, John Bercow]
  • A. John Bercow chosen
    John Bercow is a British politician best known for serving as Speaker of the House of Commons from 2009 to 2019.
  • B. Lord Walker of Gestingthorpe
    Lord Walker of Gestingthorpe is a British judge and law lord who served as a Justice of the Supreme Court of the United Kingdom.
  • C. Graham Baldwin
    Graham Baldwin is a British academic and university leader who serves as the vice-chancellor of the University of Central Lancashire.
  • D. Lord Phillips of Worth Matravers
    Lord Phillips of Worth Matravers is a prominent British jurist who served as the first President of the Supreme Court of the United Kingdom and previously as Lord Chief Justice of England and Wales.
  • E. David Hoyle
    David Hoyle is a British performance artist and comedian known for his avant-garde, confrontational style and his former drag persona The Divine David.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: speakerMP
Context triple: [Buckingham (UK Parliament constituency), speakerMP, John Bercow]
  • A. speechAlsoKnownAs
    Indicates that a speech or spoken work is referred to by an alternative name, title, or alias.
  • B. speaker2
    Indicates that the referenced entity serves as the second speaker or interlocutor in a communicative interaction or dialogue.
  • C. spokenOn
    Indicates that an utterance or speech act occurred at or during a specific time or date.
  • D. speakers
    Indicates that one or more entities produce spoken language or vocal communication, typically addressing an audience or participating in a conversation.
  • E. speakerType
    Indicates the role or category of a participant in a communicative act (e.g., narrator, quoted speaker, system voice) within a given context.
  • F. None of above. chosen

Provenance (5 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_69c64bb9f03c8190a9e8e796dbb9330c completed March 27, 2026, 9:19 a.m.
PD Predicate disambiguation batch_69c060f780b08190aa650b4d1fc51f21 completed March 22, 2026, 9:36 p.m.
PDg Predicate description generation batch_69c062d290448190a2183158ef75d129 completed March 22, 2026, 9:44 p.m.
Created at: March 22, 2026, 4:43 p.m.