Triple

T6484255
Position Surface form Disambiguated ID Type / Status
Subject David Hunt (disambiguation) E146468 entity
Predicate hasNotableBearer P458 FINISHED
Object David Hunt (television producer)
David Hunt is a British-born television producer, director, and actor known for his work on various American TV series and for being married to actress Patricia Heaton.
 E597116 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: David Hunt (television producer) | Statement: [David Hunt (disambiguation), hasNotableBearer, David Hunt (television producer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Hunt (television producer)
Context triple: [David Hunt (disambiguation), hasNotableBearer, David Hunt (television producer)]
  • A. David Hunt (director)
    David Hunt is a British-born actor and film and television director, known for his work in both UK and American productions and for his marriage to actress Patricia Heaton.
  • B. David Hunt (journalist)
    David Hunt is a journalist known for his work in news reporting and media commentary.
  • C. David Hunt (engineer)
    David Hunt is a British automotive engineer best known for his work in Formula One and for managing the legacy and commercial rights of the Lotus F1 team after its original closure.
  • D. David Hunt
    David Hunt is a common name shared by several notable individuals, including politicians, actors, and authors.
  • E. David Hunt (author)
    David Hunt is an author best known for his works of fiction and non-fiction, often distinguished from other notable individuals sharing the same name.
  • 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: David Hunt (television producer)
Triple: [David Hunt (disambiguation), hasNotableBearer, David Hunt (television producer)]
Generated description
David Hunt is a British-born television producer, director, and actor known for his work on various American TV series and for being married to actress Patricia Heaton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Hunt (television producer)
Target entity description: David Hunt is a British-born television producer, director, and actor known for his work on various American TV series and for being married to actress Patricia Heaton.
  • A. David Hunt (director) chosen
    David Hunt is a British-born actor and film and television director, known for his work in both UK and American productions and for his marriage to actress Patricia Heaton.
  • B. David Hunt (journalist)
    David Hunt is a journalist known for his work in news reporting and media commentary.
  • C. David Hunt (engineer)
    David Hunt is a British automotive engineer best known for his work in Formula One and for managing the legacy and commercial rights of the Lotus F1 team after its original closure.
  • D. David Hunt
    David Hunt is a common name shared by several notable individuals, including politicians, actors, and authors.
  • E. David Hunt (author)
    David Hunt is an author best known for his works of fiction and non-fiction, often distinguished from other notable individuals sharing the same name.
  • F. None of above.

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_69c0090158c08190af0df9a2348d2d52 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a6de31c81909dd99d105f5bb4c2 completed March 22, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c66385943081908630aa0f2cdefa06 completed March 27, 2026, 11:01 a.m.
NEDg Description generation batch_69c6642b47048190ad5b5338b2ccac7b completed March 27, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69c66494b114819095a29ab6b699c2ad completed March 27, 2026, 11:05 a.m.
Created at: March 22, 2026, 4:52 p.m.