Triple

T22022283
Position Surface form Disambiguated ID Type / Status
Subject Terminal (2018 film) E543873 entity
Predicate director P255 FINISHED
Object Vaughn Stein NE NERFINISHED

How this triple was built (3 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: Vaughn Stein | Statement: [Terminal (2018 film), director, Vaughn Stein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vaughn Stein
Context triple: [Terminal (2018 film), director, Vaughn Stein]
  • A. Vaughn Franklin
    Vaughn Franklin is one of the children of renowned Baptist minister and civil rights activist C. L. Franklin.
  • B. Stephen Vail
    Stephen Vail was a prominent early 19th-century American industrialist and ironworks owner in New Jersey, best known as the father of telegraph pioneer Alfred Vail.
  • C. Tim Vaughan
    Tim Vaughan is a television producer best known for his executive production work on the action-drama series "Strike Back."
  • D. Larry Lovestein
    Larry Lovestein is an alternate musical persona of rapper and producer Mac Miller, used primarily for his jazz-influenced, lounge-style projects.
  • E. Curt Vaughan
    Curt Vaughan is a character in the horror-comedy film "The Cabin in the Woods," portrayed as the stereotypical jock whose behavior is manipulated by external forces.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vaughn Stein
Target entity description: Vaughn Stein is a British film director and screenwriter known for his work on stylish neo-noir and thriller films.
  • A. Vaughn Franklin
    Vaughn Franklin is one of the children of renowned Baptist minister and civil rights activist C. L. Franklin.
  • B. Stephen Vail
    Stephen Vail was a prominent early 19th-century American industrialist and ironworks owner in New Jersey, best known as the father of telegraph pioneer Alfred Vail.
  • C. Tim Vaughan
    Tim Vaughan is a television producer best known for his executive production work on the action-drama series "Strike Back."
  • D. Larry Lovestein
    Larry Lovestein is an alternate musical persona of rapper and producer Mac Miller, used primarily for his jazz-influenced, lounge-style projects.
  • E. Curt Vaughan
    Curt Vaughan is a character in the horror-comedy film "The Cabin in the Woods," portrayed as the stereotypical jock whose behavior is manipulated by external forces.
  • F. None of above. chosen

Provenance (2 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_69e11e2e8ea4819084210fe06d3a1b8d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127c8ac6881909a9e96e0873a3ae2 completed April 28, 2026, 9:34 p.m.
Created at: April 16, 2026, 8:23 p.m.