Triple
T15541063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wishart distribution |
E370474
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
David Wishart
David Wishart was a British statistician best known for introducing the Wishart distribution, a fundamental probability distribution in multivariate statistics.
|
E1164490
|
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 Wishart | Statement: [Wishart distribution, namedAfter, David Wishart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Wishart Context triple: [Wishart distribution, namedAfter, David Wishart]
-
A.
David Wishart
David Wishart is a Scottish crime novelist best known for his historical mystery series featuring the Roman investigator Marcus Corvinus.
-
B.
David Heneker
David Heneker was a British songwriter and composer best known for his work in West End musical theatre, including hits like "Half a Sixpence" and "Charlie Girl."
-
C.
ウォルター・ギルバート
ウォルター・ギルバートは、DNA塩基配列決定法の開発などで知られるアメリカの分子生物学者・生化学者であり、ノーベル化学賞を受賞した人物である。
-
D.
Robert L. Crippen
Robert L. Crippen is a former NASA astronaut and U.S. Navy captain best known for serving as pilot on the first Space Shuttle mission and later commanding three additional shuttle flights.
-
E.
David Oxtoby
David Oxtoby is a British pop artist known for his vibrant, music-inspired paintings and contributions to the Pop Art movement in the 1960s.
- 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 Wishart Triple: [Wishart distribution, namedAfter, David Wishart]
Generated description
David Wishart was a British statistician best known for introducing the Wishart distribution, a fundamental probability distribution in multivariate statistics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Wishart Target entity description: David Wishart was a British statistician best known for introducing the Wishart distribution, a fundamental probability distribution in multivariate statistics.
-
A.
David Wishart
David Wishart is a Scottish crime novelist best known for his historical mystery series featuring the Roman investigator Marcus Corvinus.
-
B.
David Heneker
David Heneker was a British songwriter and composer best known for his work in West End musical theatre, including hits like "Half a Sixpence" and "Charlie Girl."
-
C.
ウォルター・ギルバート
ウォルター・ギルバートは、DNA塩基配列決定法の開発などで知られるアメリカの分子生物学者・生化学者であり、ノーベル化学賞を受賞した人物である。
-
D.
Robert L. Crippen
Robert L. Crippen is a former NASA astronaut and U.S. Navy captain best known for serving as pilot on the first Space Shuttle mission and later commanding three additional shuttle flights.
-
E.
David Oxtoby
David Oxtoby is a British pop artist known for his vibrant, music-inspired paintings and contributions to the Pop Art movement in the 1960s.
- 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_69d85cc521a08190921fb50319dddc34 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04432c3808190bb5b653bf8de30c6 |
completed | April 16, 2026, 2:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff4c39ffbc819089cea285e8145fa4 |
completed | May 9, 2026, 3:01 p.m. |
| NEDg | Description generation | batch_69ff4ccbd1048190b7f40ede90da7640 |
completed | May 9, 2026, 3:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff4d4033348190a209029d3d2f207b |
completed | May 9, 2026, 3:05 p.m. |
Created at: April 10, 2026, 4:07 a.m.