Triple

T6806511
Position Surface form Disambiguated ID Type / Status
Subject Naseem Hamed E156319 entity
Predicate promotedBy P1258 FINISHED
Object Barry Hearn
Barry Hearn is a British sports promoter and businessman best known for transforming snooker, darts, and boxing into major televised events through his company Matchroom Sport.
E619588 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: Barry Hearn | Statement: [Naseem Hamed, promotedBy, Barry Hearn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barry Hearn
Context triple: [Naseem Hamed, promotedBy, Barry Hearn]
  • A. Jimmy Hill
    Jimmy Hill was an influential English footballer, manager, and broadcaster who became a household name in the UK for his pioneering role in football and his long-running television punditry.
  • B. Barry Spikings
    Barry Spikings is a British film producer best known for his work on acclaimed films of the 1970s and 1980s.
  • C. Nigel Ball
    Nigel Ball is a person notable enough to be recognized as a bearer of the surname Ball, though specific widely known achievements or roles are not clearly documented.
  • D. Gordon Bottomley
    Gordon Bottomley was an English poet and dramatist of the early 20th century, noted for his verse dramas and his role in the Georgian poetry movement.
  • E. Neil Pearson
    Neil Pearson is a British actor known for his work in television, film, and theatre, including prominent roles in series like "Drop the Dead Donkey" and "Between the Lines."
  • 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: Barry Hearn
Triple: [Naseem Hamed, promotedBy, Barry Hearn]
Generated description
Barry Hearn is a British sports promoter and businessman best known for transforming snooker, darts, and boxing into major televised events through his company Matchroom Sport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barry Hearn
Target entity description: Barry Hearn is a British sports promoter and businessman best known for transforming snooker, darts, and boxing into major televised events through his company Matchroom Sport.
  • A. Jimmy Hill
    Jimmy Hill was an influential English footballer, manager, and broadcaster who became a household name in the UK for his pioneering role in football and his long-running television punditry.
  • B. Barry Spikings
    Barry Spikings is a British film producer best known for his work on acclaimed films of the 1970s and 1980s.
  • C. Nigel Ball
    Nigel Ball is a person notable enough to be recognized as a bearer of the surname Ball, though specific widely known achievements or roles are not clearly documented.
  • D. Gordon Bottomley
    Gordon Bottomley was an English poet and dramatist of the early 20th century, noted for his verse dramas and his role in the Georgian poetry movement.
  • E. Neil Pearson
    Neil Pearson is a British actor known for his work in television, film, and theatre, including prominent roles in series like "Drop the Dead Donkey" and "Between the Lines."
  • 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_69c68826e6a48190a3d220b541e639de completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d30a006081908996e31aa7ced0ac completed March 27, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71aa27cec81909f45911ffa44ea6f completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71bb4dcf08190b3b333f6a282bd8a completed March 28, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69c71c4133908190a2b0a79475101666 completed March 28, 2026, 12:09 a.m.
Created at: March 27, 2026, 2:16 p.m.