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.