Triple

T9113077
Position Surface form Disambiguated ID Type / Status
Subject Joan Clarke E218650 entity
Predicate spouse P13 FINISHED
Object John Kenneth Ronald Murray
John Kenneth Ronald Murray was a British army officer and later civil servant best known as the husband of Bletchley Park codebreaker and cryptanalyst Joan Clarke.
 E779125 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 Kenneth Ronald Murray | Statement: [Joan Clarke, spouse, John Kenneth Ronald Murray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Kenneth Ronald Murray
Context triple: [Joan Clarke, spouse, John Kenneth Ronald Murray]
  • A. William Barclay Peat
    William Barclay Peat was a prominent Scottish accountant and business leader who built one of the major predecessor firms that eventually became the global professional services network KPMG.
  • B. John A. T. Robinson
    John A. T. Robinson was a 20th-century Anglican bishop and theologian best known for his influential and controversial work "Honest to God," which popularized radical and existential approaches to Christian theology.
  • C. George Edward Dobson
    George Edward Dobson was a 19th-century Irish zoologist and surgeon known for his influential work on bats and insectivorous mammals.
  • D. Ronald McLean
    Ronald McLean was the son of actress Gloria Hatrick McLean, who later married Hollywood star James Stewart.
  • E. Keith Ward
    Keith Ward is a music video director best known for directing the video for Brandy's hit single "I Wanna Be Down."
  • 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 Kenneth Ronald Murray
Triple: [Joan Clarke, spouse, John Kenneth Ronald Murray]
Generated description
John Kenneth Ronald Murray was a British army officer and later civil servant best known as the husband of Bletchley Park codebreaker and cryptanalyst Joan Clarke.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Kenneth Ronald Murray
Target entity description: John Kenneth Ronald Murray was a British army officer and later civil servant best known as the husband of Bletchley Park codebreaker and cryptanalyst Joan Clarke.
  • A. William Barclay Peat
    William Barclay Peat was a prominent Scottish accountant and business leader who built one of the major predecessor firms that eventually became the global professional services network KPMG.
  • B. John A. T. Robinson
    John A. T. Robinson was a 20th-century Anglican bishop and theologian best known for his influential and controversial work "Honest to God," which popularized radical and existential approaches to Christian theology.
  • C. George Edward Dobson
    George Edward Dobson was a 19th-century Irish zoologist and surgeon known for his influential work on bats and insectivorous mammals.
  • D. Ronald McLean
    Ronald McLean was the son of actress Gloria Hatrick McLean, who later married Hollywood star James Stewart.
  • E. Keith Ward
    Keith Ward is a music video director best known for directing the video for Brandy's hit single "I Wanna Be Down."
  • 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_69ca83dc94ac8190b9ef42684d36ff39 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca84b0a048190964f560f78e27cce completed April 1, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d03052716c8190835b0d3357a29ce5 completed April 3, 2026, 9:25 p.m.
NEDg Description generation batch_69d0316f47c88190920843b469d15069 completed April 3, 2026, 9:30 p.m.
NED2 Entity disambiguation (via description) batch_69d032778adc8190a087497507a6e1ca completed April 3, 2026, 9:34 p.m.
Created at: March 30, 2026, 7:16 p.m.