Triple

T10966569
Position Surface form Disambiguated ID Type / Status
Subject Harding E259114 entity
Predicate hasNotableBearer P458 FINISHED
Object David Harding
David Harding is a British billionaire hedge fund manager and philanthropist, best known as the founder of the quantitative investment firm Winton Group.
E903536 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 Harding | Statement: [Harding, hasNotableBearer, David Harding]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Harding
Context triple: [Harding, hasNotableBearer, David Harding]
  • A. Neil Harding
    Neil Harding is a relatively obscure individual whose name appears in records or references but who is not widely recognized as a public figure.
  • B. Chris Harding
    Chris Harding is a relatively common personal name shared by multiple individuals across various professions, including sports, academia, and the arts.
  • C. Phil Harding
    Phil Harding is a British audio engineer and record producer known for his influential work in pop and dance music, particularly during the 1980s and 1990s.
  • D. Jonathan Hardy
    Jonathan Hardy was an Australian actor, writer, and director best known for co-writing the acclaimed film "Breaker Morant" and for his extensive work in Australian theatre, film, and television.
  • E. Dale Harding
    Dale Harding is an intelligent, articulate but deeply insecure patient in the psychiatric ward in Ken Kesey's novel "One Flew Over the Cuckoo's Nest," often seen as a spokesman for the other inmates and a symbol of repressed masculinity.
  • 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 Harding
Triple: [Harding, hasNotableBearer, David Harding]
Generated description
David Harding is a British billionaire hedge fund manager and philanthropist, best known as the founder of the quantitative investment firm Winton Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Harding
Target entity description: David Harding is a British billionaire hedge fund manager and philanthropist, best known as the founder of the quantitative investment firm Winton Group.
  • A. Neil Harding
    Neil Harding is a relatively obscure individual whose name appears in records or references but who is not widely recognized as a public figure.
  • B. Chris Harding
    Chris Harding is a relatively common personal name shared by multiple individuals across various professions, including sports, academia, and the arts.
  • C. Phil Harding
    Phil Harding is a British audio engineer and record producer known for his influential work in pop and dance music, particularly during the 1980s and 1990s.
  • D. Jonathan Hardy
    Jonathan Hardy was an Australian actor, writer, and director best known for co-writing the acclaimed film "Breaker Morant" and for his extensive work in Australian theatre, film, and television.
  • E. Dale Harding
    Dale Harding is an intelligent, articulate but deeply insecure patient in the psychiatric ward in Ken Kesey's novel "One Flew Over the Cuckoo's Nest," often seen as a spokesman for the other inmates and a symbol of repressed masculinity.
  • 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_69d6aa88500c819097d7032ca578e74f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77149c0448190a66322fa696fdbda completed April 9, 2026, 9:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e3e6fd11b08190b587bebf9586f754 completed April 18, 2026, 8:18 p.m.
NEDg Description generation batch_69e3f2c889dc81909a04c1db0509e3d9 completed April 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69e3f4746dbc8190a0e28202ad5e6b4f completed April 18, 2026, 9:15 p.m.
Created at: April 8, 2026, 9:24 p.m.