Triple

T15176294
Position Surface form Disambiguated ID Type / Status
Subject Frank Nugent (The Negotiator) E362617 entity
Predicate workDirector P32895 FINISHED
Object F. Gary Gray E241102 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: F. Gary Gray | Statement: [Frank Nugent (The Negotiator), workDirector, F. Gary Gray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: F. Gary Gray
Context triple: [Frank Nugent (The Negotiator), workDirector, F. Gary Gray]
  • A. F. Gary Gray chosen
    F. Gary Gray is an American film director, producer, and actor known for movies such as "Friday," "Set It Off," "The Italian Job," and "Straight Outta Compton."
  • B. John Singleton
    John Singleton was an influential American film director, screenwriter, and producer known for groundbreaking works that explored African American life and urban realities, including his acclaimed debut "Boyz n the Hood."
  • C. Antoine Fuqua
    Antoine Fuqua is an American film director and producer best known for directing the crime thriller "Training Day" and numerous action films.
  • D. Reginald Hudlin
    Reginald Hudlin is an American film director, producer, and writer known for works like "House Party," "Boomerang," and his contributions to Black cinema and television.
  • E. José Padilha
    José Padilha is a Brazilian filmmaker best known internationally for directing the "Elite Squad" films and the 2014 "RoboCop" remake, as well as producing and directing episodes of the crime drama series "Narcos."
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0066236d481909e8ac47f496861ad completed April 15, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fed32a1e3c81909ca2bd431a01e9cf completed May 9, 2026, 6:24 a.m.
Created at: April 10, 2026, 3:09 a.m.