Triple

T6484233
Position Surface form Disambiguated ID Type / Status
Subject David Hunt (disambiguation) E146468 entity
Predicate hasNotableBearer P458 FINISHED
Object David Hunt (political adviser)
David Hunt is a British political adviser known for his work within the Conservative Party and his roles supporting senior UK politicians.
E597120 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 (political adviser) | Statement: [David Hunt (disambiguation), hasNotableBearer, David Hunt (political adviser)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Hunt (political adviser)
Context triple: [David Hunt (disambiguation), hasNotableBearer, David Hunt (political adviser)]
  • A. Philip Snowden
    Philip Snowden was a British Labour politician and economist who became the first Labour Chancellor of the Exchequer, known for his strict adherence to fiscal orthodoxy during the interwar period.
  • B. Michael Heseltine
    Michael Heseltine is a British Conservative politician and businessman who served in several senior government roles, including Deputy Prime Minister under John Major, and was known for his pro-European stance and high-profile clashes within his party.
  • C. Gabriel Almond
    Gabriel Almond was an influential American political scientist known for his work on comparative politics and political culture.
  • D. Max Hayward
    Max Hayward was a British scholar and translator renowned for his influential English translations of major Russian literary works, including Boris Pasternak’s Doctor Zhivago.
  • E. Edward Hume
    Edward Hume was an American television writer and producer best known for creating and writing several popular crime and drama series in the 1970s and 1980s.
  • 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 (political adviser)
Triple: [David Hunt (disambiguation), hasNotableBearer, David Hunt (political adviser)]
Generated description
David Hunt is a British political adviser known for his work within the Conservative Party and his roles supporting senior UK politicians.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Hunt (political adviser)
Target entity description: David Hunt is a British political adviser known for his work within the Conservative Party and his roles supporting senior UK politicians.
  • A. Philip Snowden
    Philip Snowden was a British Labour politician and economist who became the first Labour Chancellor of the Exchequer, known for his strict adherence to fiscal orthodoxy during the interwar period.
  • B. Michael Heseltine
    Michael Heseltine is a British Conservative politician and businessman who served in several senior government roles, including Deputy Prime Minister under John Major, and was known for his pro-European stance and high-profile clashes within his party.
  • C. Gabriel Almond
    Gabriel Almond was an influential American political scientist known for his work on comparative politics and political culture.
  • D. Max Hayward
    Max Hayward was a British scholar and translator renowned for his influential English translations of major Russian literary works, including Boris Pasternak’s Doctor Zhivago.
  • E. Edward Hume
    Edward Hume was an American television writer and producer best known for creating and writing several popular crime and drama series in the 1970s and 1980s.
  • 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.