Triple

T8430404
Position Surface form Disambiguated ID Type / Status
Subject Billy Zane E199100 entity
Predicate playedCharacterInWork P36975 FINISHED
Object Hughie Warriner in Dead Calm
Hughie Warriner in *Dead Calm* is the unstable, manipulative survivor who becomes the primary antagonist threatening a couple stranded at sea in the psychological thriller film.
E732649 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: Hughie Warriner in Dead Calm | Statement: [Billy Zane, playedCharacterInWork, Hughie Warriner in Dead Calm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hughie Warriner in Dead Calm
Context triple: [Billy Zane, playedCharacterInWork, Hughie Warriner in Dead Calm]
  • A. Mr. Salter
    Mr. Salter is a minor but memorable character in Evelyn Waugh’s satirical novel "Scoop," contributing to the book’s comic portrayal of the British press.
  • B. Spencer Rivers
    Spencer Rivers is the son of American sportscaster and former NBA player Doc Rivers.
  • C. Hughie Flint
    Hughie Flint is an English drummer best known for his work in the 1960s British blues scene, including playing with John Mayall & the Bluesbreakers and later co-founding the band McGuinness Flint.
  • D. Fletcher Reede
    Fletcher Reede is the fast-talking, morally flexible lawyer and father portrayed by Jim Carrey in the comedy film "Liar Liar," whose life unravels when he becomes unable to tell a lie.
  • E. James Crabe
    James Crabe was an American cinematographer best known for his work on influential films of the 1970s and 1980s, including the original Rocky.
  • 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: Hughie Warriner in Dead Calm
Triple: [Billy Zane, playedCharacterInWork, Hughie Warriner in Dead Calm]
Generated description
Hughie Warriner in *Dead Calm* is the unstable, manipulative survivor who becomes the primary antagonist threatening a couple stranded at sea in the psychological thriller film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hughie Warriner in Dead Calm
Target entity description: Hughie Warriner in *Dead Calm* is the unstable, manipulative survivor who becomes the primary antagonist threatening a couple stranded at sea in the psychological thriller film.
  • A. Mr. Salter
    Mr. Salter is a minor but memorable character in Evelyn Waugh’s satirical novel "Scoop," contributing to the book’s comic portrayal of the British press.
  • B. Spencer Rivers
    Spencer Rivers is the son of American sportscaster and former NBA player Doc Rivers.
  • C. Hughie Flint
    Hughie Flint is an English drummer best known for his work in the 1960s British blues scene, including playing with John Mayall & the Bluesbreakers and later co-founding the band McGuinness Flint.
  • D. Fletcher Reede
    Fletcher Reede is the fast-talking, morally flexible lawyer and father portrayed by Jim Carrey in the comedy film "Liar Liar," whose life unravels when he becomes unable to tell a lie.
  • E. James Crabe
    James Crabe was an American cinematographer best known for his work on influential films of the 1970s and 1980s, including the original Rocky.
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd1a2efa08190b92c75812003ffdb completed March 31, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce0380ed948190bdba247d67769ade completed April 2, 2026, 5:49 a.m.
NEDg Description generation batch_69ce07851c4081909a9468a386035bb2 completed April 2, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69ce07ec00248190bb10fee54265c7f9 completed April 2, 2026, 6:08 a.m.
Created at: March 30, 2026, 6:07 p.m.