Triple
T10966576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harding |
E259114
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Keith Harding
Keith Harding is a British author best known for writing graded readers and English language teaching materials.
|
E905366
|
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: Keith Harding | Statement: [Harding, hasNotableBearer, Keith Harding]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keith Harding Context triple: [Harding, hasNotableBearer, Keith Harding]
-
A.
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.
-
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.
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.
-
D.
Justin W. Harding
Justin W. Harding was a judge who served on the American military tribunal during the High Command Trial of senior German officers after World War II.
-
E.
Andrew Hines
Andrew Hines is a music video director known for his creative visual work in the contemporary music industry.
- 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: Keith Harding Triple: [Harding, hasNotableBearer, Keith Harding]
Generated description
Keith Harding is a British author best known for writing graded readers and English language teaching materials.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keith Harding Target entity description: Keith Harding is a British author best known for writing graded readers and English language teaching materials.
-
A.
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.
-
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.
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.
-
D.
Justin W. Harding
Justin W. Harding was a judge who served on the American military tribunal during the High Command Trial of senior German officers after World War II.
-
E.
Andrew Hines
Andrew Hines is a music video director known for his creative visual work in the contemporary music industry.
- 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_69e42d548b4481909dc73f834c704d44 |
completed | April 19, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69e42f3dd02c8190b40bc692c24b2ff4 |
completed | April 19, 2026, 1:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4375eaf448190a17f8df1e83145e0 |
completed | April 19, 2026, 2:01 a.m. |
Created at: April 8, 2026, 9:24 p.m.