Triple

T15541020
Position Surface form Disambiguated ID Type / Status
Subject Wishart E370474 entity
Predicate hasNotableBearer P458 FINISHED
Object John Wishart
John Wishart was a Scottish statistician known for the Wishart distribution, a fundamental probability distribution in multivariate statistics.
 E1174706 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: John Wishart | Statement: [Wishart, hasNotableBearer, John Wishart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Wishart
Context triple: [Wishart, hasNotableBearer, John Wishart]
  • A. John MacLeod
    John MacLeod is known as the husband of Prudence Murdoch, the eldest daughter of media magnate Rupert Murdoch.
  • B. John MacLeod
    John MacLeod was a 19th-century Scottish figure known primarily as a son of the influential Church of Scotland minister and Gaelic scholar Norman MacLeod.
  • C. John MacLeod
    John MacLeod was an American basketball coach best known for leading the Phoenix Suns to multiple playoff appearances, including a trip to the 1976 NBA Finals.
  • D. George Grant Elmslie
    George Grant Elmslie was an influential American architect associated with the Prairie School movement, known for his richly ornamented designs and collaborations with Louis Sullivan.
  • E. Robert Samuel McLaughlin
    Robert Samuel McLaughlin was a prominent Canadian industrialist and automobile pioneer, best known as a founder of General Motors of Canada.
  • 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: John Wishart
Triple: [Wishart, hasNotableBearer, John Wishart]
Generated description
John Wishart was a Scottish statistician known for the Wishart distribution, a fundamental probability distribution in multivariate statistics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Wishart
Target entity description: John Wishart was a Scottish statistician known for the Wishart distribution, a fundamental probability distribution in multivariate statistics.
  • A. John MacLeod
    John MacLeod was a 19th-century Scottish figure known primarily as a son of the influential Church of Scotland minister and Gaelic scholar Norman MacLeod.
  • B. John MacLeod
    John MacLeod is known as the husband of Prudence Murdoch, the eldest daughter of media magnate Rupert Murdoch.
  • C. John MacLeod
    John MacLeod was an American basketball coach best known for leading the Phoenix Suns to multiple playoff appearances, including a trip to the 1976 NBA Finals.
  • D. George Grant Elmslie
    George Grant Elmslie was an influential American architect associated with the Prairie School movement, known for his richly ornamented designs and collaborations with Louis Sullivan.
  • E. Robert Samuel McLaughlin
    Robert Samuel McLaughlin was a prominent Canadian industrialist and automobile pioneer, best known as a founder of General Motors of Canada.
  • 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_69ff8759922c8190ae5a5700e3ecc87c completed May 9, 2026, 7:13 p.m.
NEDg Description generation batch_69ff87f0eed08190a0eaffb4a32f1eae completed May 9, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69ff88ba20788190aeadd14e56c510db completed May 9, 2026, 7:19 p.m.
Created at: April 10, 2026, 4:07 a.m.