Triple

T12877427
Position Surface form Disambiguated ID Type / Status
Subject Red Heat E308003 entity
Predicate screenwriter P2831 FINISHED
Object Troy Kennedy Martin E250955 NE FINISHED

How this triple was built (2 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: Troy Kennedy Martin | Statement: [Red Heat, screenwriter, Troy Kennedy Martin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Troy Kennedy Martin
Context triple: [Red Heat, screenwriter, Troy Kennedy Martin]
  • A. Troy Kennedy Martin chosen
    Troy Kennedy Martin was a British television and film screenwriter best known for creating the series "Z-Cars" and writing the original 1969 film "The Italian Job."
  • B. Aaron McKinney
    Aaron McKinney is an American man best known as one of the two assailants convicted in the 1998 murder of Matthew Shepard, a crime that drew national attention to anti-LGBTQ+ hate violence.
  • C. Henry Bowers
    Henry Bowers is a sadistic teenage bully and one of the primary human antagonists in the 2017 horror film adaptation of Stephen King’s "It."
  • D. John Crawford
    John Crawford was an American character actor known for his numerous supporting roles in film and television from the 1940s through the 1980s.
  • E. Thomas Matthew
    Thomas Matthew is the pseudonym of John Rogers, the 16th-century English Protestant who compiled and published the influential Matthew Bible translation.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970fa8474819086a8af3c90f3ca84 completed April 10, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bb83bac8190838f7537b806317c completed May 3, 2026, 12:50 a.m.
Created at: April 9, 2026, 5:38 p.m.