Triple

T11319593
Position Surface form Disambiguated ID Type / Status
Subject Dan Hedaya E268056 entity
Predicate portrayed P1668 FINISHED
Object Julian Marty in Blood Simple
Julian Marty in Blood Simple is the jealous Texas bar owner whose suspicions and vengeful schemes set off the film’s spiraling chain of betrayal and violence.
E918949 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: Julian Marty in Blood Simple | Statement: [Dan Hedaya, portrayed, Julian Marty in Blood Simple]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julian Marty in Blood Simple
Context triple: [Dan Hedaya, portrayed, Julian Marty in Blood Simple]
  • A. Frank Booth in Blue Velvet
    Frank Booth in Blue Velvet is a sadistic, psychotic criminal and one of cinema’s most disturbing villains, known for his volatile behavior, sexual violence, and menacing presence in David Lynch’s 1986 film.
  • B. Mr. White in Reservoir Dogs
    Mr. White in Reservoir Dogs is a seasoned, professional criminal whose unexpected loyalty and moral code drive much of the film’s tension and emotional core.
  • C. Wayne Gale in Natural Born Killers
    Wayne Gale in Natural Born Killers is a sensationalist tabloid TV journalist who exploits and glorifies violent criminals for ratings, embodying the film’s critique of media culture.
  • D. John Doe in Se7en
    John Doe in Se7en is the enigmatic and methodical serial killer antagonist in the 1995 crime thriller, whose murders are modeled on the seven deadly sins.
  • E. Jules Winnfield
    Jules Winnfield is a philosophical, sharp-tongued hitman from Quentin Tarantino’s film "Pulp Fiction," known for his memorable monologues and moral transformation.
  • 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: Julian Marty in Blood Simple
Triple: [Dan Hedaya, portrayed, Julian Marty in Blood Simple]
Generated description
Julian Marty in Blood Simple is the jealous Texas bar owner whose suspicions and vengeful schemes set off the film’s spiraling chain of betrayal and violence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julian Marty in Blood Simple
Target entity description: Julian Marty in Blood Simple is the jealous Texas bar owner whose suspicions and vengeful schemes set off the film’s spiraling chain of betrayal and violence.
  • A. Frank Booth in Blue Velvet
    Frank Booth in Blue Velvet is a sadistic, psychotic criminal and one of cinema’s most disturbing villains, known for his volatile behavior, sexual violence, and menacing presence in David Lynch’s 1986 film.
  • B. Mr. White in Reservoir Dogs
    Mr. White in Reservoir Dogs is a seasoned, professional criminal whose unexpected loyalty and moral code drive much of the film’s tension and emotional core.
  • C. Wayne Gale in Natural Born Killers
    Wayne Gale in Natural Born Killers is a sensationalist tabloid TV journalist who exploits and glorifies violent criminals for ratings, embodying the film’s critique of media culture.
  • D. John Doe in Se7en
    John Doe in Se7en is the enigmatic and methodical serial killer antagonist in the 1995 crime thriller, whose murders are modeled on the seven deadly sins.
  • E. Jules Winnfield
    Jules Winnfield is a philosophical, sharp-tongued hitman from Quentin Tarantino’s film "Pulp Fiction," known for his memorable monologues and moral transformation.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9de875481908acfa56015d4b46f completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e525e2549081909ec99e4c7006fd66 completed April 19, 2026, 6:58 p.m.
NEDg Description generation batch_69e52c81449c8190847b64fa91a45b2e completed April 19, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69e531b079708190ac9e19127d36a848 completed April 19, 2026, 7:49 p.m.
Created at: April 8, 2026, 9:32 p.m.