Triple

T6484252
Position Surface form Disambiguated ID Type / Status
Subject David Hunt (disambiguation) E146468 entity
Predicate hasNotableBearer P458 FINISHED
Object David Hunt (author of biographies)
David Hunt is a biographer known for writing detailed and researched accounts of notable historical and public figures.
E597126 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 (author of biographies) | Statement: [David Hunt (disambiguation), hasNotableBearer, David Hunt (author of biographies)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Hunt (author of biographies)
Context triple: [David Hunt (disambiguation), hasNotableBearer, David Hunt (author of biographies)]
  • A. Philip Hodgkin
    Philip Hodgkin is a notable individual who shares the Hodgkin surname, which is associated with several distinguished figures in science and medicine.
  • B. Richard Ellis
    Richard Ellis was a 19th-century Texas statesman best known for presiding over the convention that declared Texas’ independence from Mexico.
  • C. Antony Logue
    Antony Logue is one of the sons of Australian speech therapist Lionel Logue, who is best known for helping King George VI overcome his stammer.
  • D. Clive Tolley
    Clive Tolley is a Canadian municipal politician who has served as the mayor of Moose Jaw, Saskatchewan.
  • E. Douglas Clifton Brown
    Douglas Clifton Brown was a British Conservative politician who served as Speaker of the House of Commons during the Second World War and the early postwar period.
  • 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 (author of biographies)
Triple: [David Hunt (disambiguation), hasNotableBearer, David Hunt (author of biographies)]
Generated description
David Hunt is a biographer known for writing detailed and researched accounts of notable historical and public figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Hunt (author of biographies)
Target entity description: David Hunt is a biographer known for writing detailed and researched accounts of notable historical and public figures.
  • A. Philip Hodgkin
    Philip Hodgkin is a notable individual who shares the Hodgkin surname, which is associated with several distinguished figures in science and medicine.
  • B. Richard Ellis
    Richard Ellis was a 19th-century Texas statesman best known for presiding over the convention that declared Texas’ independence from Mexico.
  • C. Antony Logue
    Antony Logue is one of the sons of Australian speech therapist Lionel Logue, who is best known for helping King George VI overcome his stammer.
  • D. Clive Tolley
    Clive Tolley is a Canadian municipal politician who has served as the mayor of Moose Jaw, Saskatchewan.
  • E. Douglas Clifton Brown
    Douglas Clifton Brown was a British Conservative politician who served as Speaker of the House of Commons during the Second World War and the early postwar period.
  • 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_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_69c653b24670819088fa8e0d7eb6f73b completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c655c84a7c81909bb59f9db52f5d3a completed March 27, 2026, 10:02 a.m.
NED2 Entity disambiguation (via description) batch_69c656c84ecc8190b5d0c947c27a3bb0 completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:52 p.m.