Triple

T20647447
Position Surface form Disambiguated ID Type / Status
Subject Alfreton Town F.C. E507392 entity
Predicate manager P2962 FINISHED
Object Billy Heath
Billy Heath is an English football manager known for leading several non-league clubs, including Alfreton Town, and achieving notable success in lower-division competitions.
E1442986 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: Billy Heath | Statement: [Alfreton Town F.C., manager, Billy Heath]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billy Heath
Context triple: [Alfreton Town F.C., manager, Billy Heath]
  • A. Lewis Savage
    Lewis Savage is the son of American actor and director Fred Savage.
  • B. Gordon Heath
    Gordon Heath was an American actor, singer, and director known for his work on stage and in film, as well as for his influential career in Europe, particularly in France.
  • C. Bill Travers
    Bill Travers was a British actor and wildlife conservationist best known for his roles in mid-20th-century films and for co-founding the Born Free Foundation.
  • D. Eric Bedford
    Eric Bedford was a British architect best known for designing London’s iconic BT Tower in the 1960s.
  • E. Rob Barry
    Rob Barry is an American investigative journalist known for his data-driven reporting, particularly at The Wall Street Journal.
  • 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: Billy Heath
Triple: [Alfreton Town F.C., manager, Billy Heath]
Generated description
Billy Heath is an English football manager known for leading several non-league clubs, including Alfreton Town, and achieving notable success in lower-division competitions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billy Heath
Target entity description: Billy Heath is an English football manager known for leading several non-league clubs, including Alfreton Town, and achieving notable success in lower-division competitions.
  • A. Lewis Savage
    Lewis Savage is the son of American actor and director Fred Savage.
  • B. Gordon Heath
    Gordon Heath was an American actor, singer, and director known for his work on stage and in film, as well as for his influential career in Europe, particularly in France.
  • C. Bill Travers
    Bill Travers was a British actor and wildlife conservationist best known for his roles in mid-20th-century films and for co-founding the Born Free Foundation.
  • D. Eric Bedford
    Eric Bedford was a British architect best known for designing London’s iconic BT Tower in the 1960s.
  • E. Rob Barry
    Rob Barry is an American investigative journalist known for his data-driven reporting, particularly at The Wall Street Journal.
  • 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_69e0b4be702c8190a3d2410a881d310a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6af1fbfa881908a5b9db143e362d0 completed April 20, 2026, 10:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c59142648190a5100ba4477dc83d completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c6877618819096a3621c19bfc9f2 completed May 16, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_6a08c70c109c8190b4b38ea86f963f38 completed May 16, 2026, 7:35 p.m.
Created at: April 16, 2026, 11:43 a.m.