Triple

T8156227
Position Surface form Disambiguated ID Type / Status
Subject Living (2022 film) E190455 entity
Predicate castMember P1668 FINISHED
Object Michael Cochrane
Michael Cochrane is a British actor known for his extensive work in television, film, and radio, often appearing in period dramas and character roles.
E717061 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: Michael Cochrane | Statement: [Living (2022 film), castMember, Michael Cochrane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Cochrane
Context triple: [Living (2022 film), castMember, Michael Cochrane]
  • A. Ian Cochrane
    Ian Cochrane is a notable individual who shares the surname Cochrane, which is associated with various prominent figures across different fields.
  • B. Glen Schofield
    Glen Schofield is a video game developer and executive best known as the co-creator of the Dead Space series and a leader on major AAA action titles.
  • C. Andy Gillespie
    Andy Gillespie is a musician best known as the longtime keyboardist for the Scottish rock band Simple Minds.
  • D. Ian Meakins
    Ian Meakins is a British business executive known for leading major multinational companies, including serving as chairman of Unilever.
  • E. Greg Mathieson
    Greg Mathieson is an American keyboardist, composer, and producer known for his work in jazz, fusion, and pop music, collaborating with numerous prominent artists.
  • 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: Michael Cochrane
Triple: [Living (2022 film), castMember, Michael Cochrane]
Generated description
Michael Cochrane is a British actor known for his extensive work in television, film, and radio, often appearing in period dramas and character roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Cochrane
Target entity description: Michael Cochrane is a British actor known for his extensive work in television, film, and radio, often appearing in period dramas and character roles.
  • A. Ian Cochrane
    Ian Cochrane is a notable individual who shares the surname Cochrane, which is associated with various prominent figures across different fields.
  • B. Glen Schofield
    Glen Schofield is a video game developer and executive best known as the co-creator of the Dead Space series and a leader on major AAA action titles.
  • C. Andy Gillespie
    Andy Gillespie is a musician best known as the longtime keyboardist for the Scottish rock band Simple Minds.
  • D. Ian Meakins
    Ian Meakins is a British business executive known for leading major multinational companies, including serving as chairman of Unilever.
  • E. Greg Mathieson
    Greg Mathieson is an American keyboardist, composer, and producer known for his work in jazz, fusion, and pop music, collaborating with numerous prominent artists.
  • 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_69ca82bfeb6481909d07b91b5cf69f59 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb44d8a37481909397b5cc321b94be completed March 31, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf18c30c8190bdd98c4f0c2d28ea completed April 1, 2026, 6:45 a.m.
NEDg Description generation batch_69ccc37113108190901b02fae92764cf completed April 1, 2026, 7:04 a.m.
NED2 Entity disambiguation (via description) batch_69ccd81bebf8819081b3c4efa5a9ef93 completed April 1, 2026, 8:32 a.m.
Created at: March 30, 2026, 5:37 p.m.