Triple

T18149549
Position Surface form Disambiguated ID Type / Status
Subject The Paul Weller Band E434469 entity
Predicate notableMember P10 FINISHED
Object Andy Crofts
Andy Crofts is an English musician and songwriter best known as a longtime collaborator and band member of Paul Weller.
E1307786 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: Andy Crofts | Statement: [The Paul Weller Band, notableMember, Andy Crofts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andy Crofts
Context triple: [The Paul Weller Band, notableMember, Andy Crofts]
  • A. Andy Thorpe
    Andy Thorpe is a person notable enough to be recognized as a bearer of the surname Thorpe, though specific widely known achievements or roles are not clearly documented.
  • B. Allen Davey
    Allen Davey was an American cinematographer active in early Hollywood filmmaking.
  • C. Ian Benton
    Ian Benton is a Scottish football executive best known for serving as chairman of Albion Rovers F.C.
  • D. Michael Jessop
    Michael Jessop is a member of the Derby Philosophical Society, a learned society dedicated to scientific and intellectual inquiry in Derby, England.
  • E. Derek Fowlds
    Derek Fowlds was an English actor best known for his roles in the political sitcoms "Yes Minister"/"Yes, Prime Minister" and the long-running drama series "Heartbeat."
  • 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: Andy Crofts
Triple: [The Paul Weller Band, notableMember, Andy Crofts]
Generated description
Andy Crofts is an English musician and songwriter best known as a longtime collaborator and band member of Paul Weller.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andy Crofts
Target entity description: Andy Crofts is an English musician and songwriter best known as a longtime collaborator and band member of Paul Weller.
  • A. Andy Thorpe
    Andy Thorpe is a person notable enough to be recognized as a bearer of the surname Thorpe, though specific widely known achievements or roles are not clearly documented.
  • B. Allen Davey
    Allen Davey was an American cinematographer active in early Hollywood filmmaking.
  • C. Ian Benton
    Ian Benton is a Scottish football executive best known for serving as chairman of Albion Rovers F.C.
  • D. Michael Jessop
    Michael Jessop is a member of the Derby Philosophical Society, a learned society dedicated to scientific and intellectual inquiry in Derby, England.
  • E. Derek Fowlds
    Derek Fowlds was an English actor best known for his roles in the political sitcoms "Yes Minister"/"Yes, Prime Minister" and the long-running drama series "Heartbeat."
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de372e8081908b52fe33c870716e completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0385582bd8819092cf077945fb2b35 completed May 12, 2026, 7:54 p.m.
NEDg Description generation batch_6a03861898948190b3ada048d9ea274c completed May 12, 2026, 7:57 p.m.
NED2 Entity disambiguation (via description) batch_6a0386b90e308190807af4d407840985 completed May 12, 2026, 7:59 p.m.
Created at: April 10, 2026, 10:29 a.m.