Triple

T9229362
Position Surface form Disambiguated ID Type / Status
Subject Cardiff South and Penarth E221774 entity
Predicate MP P14470 FINISHED
Object Stephen Doughty
Stephen Doughty is a British Labour Party politician who has served as a Member of Parliament and held various shadow ministerial roles.
 E806409 NE FINISHED

How this triple was built (4 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: Stephen Doughty | Statement: [Cardiff South and Penarth, MP, Stephen Doughty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen Doughty
Context triple: [Cardiff South and Penarth, MP, Stephen Doughty]
  • A. David Duffield
    David Duffield is an American billionaire entrepreneur and philanthropist best known for founding the enterprise software companies PeopleSoft and Workday.
  • B. Phil Housley
    Phil Housley is an American former professional ice hockey defenseman renowned as one of the highest-scoring blueliners in NHL history and later a coach at the league level.
  • C. Jeff Dazey
    Jeff Dazey is a musician best known as a member of the soul and rock band Nathaniel Rateliff & The Night Sweats.
  • D. Michael Potts
    Michael Potts is an American actor known for his work in film, television, and theater, including notable roles in projects like "The Wire," "True Detective," and various Broadway productions.
  • E. Kevin Dowd
    Kevin Dowd is the brother of Pulitzer Prize–winning New York Times columnist Maureen Dowd.
  • 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: Stephen Doughty
Triple: [Cardiff South and Penarth, MP, Stephen Doughty]
Generated description
Stephen Doughty is a British Labour Party politician who has served as a Member of Parliament and held various shadow ministerial roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen Doughty
Target entity description: Stephen Doughty is a British Labour Party politician who has served as a Member of Parliament and held various shadow ministerial roles.
  • A. David Duffield
    David Duffield is an American billionaire entrepreneur and philanthropist best known for founding the enterprise software companies PeopleSoft and Workday.
  • B. Phil Housley
    Phil Housley is an American former professional ice hockey defenseman renowned as one of the highest-scoring blueliners in NHL history and later a coach at the league level.
  • C. Jeff Dazey
    Jeff Dazey is a musician best known as a member of the soul and rock band Nathaniel Rateliff & The Night Sweats.
  • D. Michael Potts
    Michael Potts is an American actor known for his work in film, television, and theater, including notable roles in projects like "The Wire," "True Detective," and various Broadway productions.
  • E. Kevin Dowd
    Kevin Dowd is the brother of Pulitzer Prize–winning New York Times columnist Maureen Dowd.
  • 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_69ca83ed628c8190bc02d641e57f097f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccdaa1c5b4819081dac6713053a8ae completed April 1, 2026, 8:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69d152586ca08190854463dfdd1f727c completed April 4, 2026, 6:03 p.m.
NEDg Description generation batch_69d153f868f081909fceb511788ce17f completed April 4, 2026, 6:10 p.m.
NED2 Entity disambiguation (via description) batch_69d154567f408190a848eea4ca905fb6 completed April 4, 2026, 6:11 p.m.
Created at: March 30, 2026, 7:29 p.m.