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.