Triple

T7775608
Position Surface form Disambiguated ID Type / Status
Subject The Big Heat E221381 entity
Predicate starring P1507 FINISHED
Object Lee Marvin as Vince Stone
Lee Marvin as Vince Stone refers to Marvin’s memorable portrayal of a sadistic, hot-headed mob enforcer in the classic 1953 film noir "The Big Heat."
 E693018 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: Lee Marvin as Vince Stone | Statement: [The Big Heat, starring, Lee Marvin as Vince Stone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lee Marvin as Vince Stone
Context triple: [The Big Heat, starring, Lee Marvin as Vince Stone]
  • A. Bruce Dern as Asa Watts
    Bruce Dern as Asa Watts is the actor’s memorable portrayal of the ruthless cattle thief and primary antagonist in the 1972 Western film "The Cowboys."
  • B. Bruce Dern as Freeman Lowell
    Bruce Dern as Freeman Lowell is the intense, idealistic botanist-astronaut protagonist of the 1972 science fiction film "Silent Running," known for his solitary struggle to preserve Earth's last remaining forests in space.
  • C. Gene Hackman as Little Bill Daggett
    Gene Hackman as Little Bill Daggett is a ruthless, authoritarian sheriff whose chilling performance in the Western film "Unforgiven" earned Hackman widespread acclaim and an Academy Award.
  • D. Jon Voight as Luke Martin
    Jon Voight as Luke Martin is the portrayal of a paralyzed Vietnam War veteran in the 1978 film "Coming Home," a role that earned Voight widespread acclaim and an Academy Award.
  • E. Lee Marvin as Liberty Valance
    Lee Marvin as Liberty Valance is the menacing outlaw gunslinger and primary villain in the classic Western film "The Man Who Shot Liberty Valance."
  • 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: Lee Marvin as Vince Stone
Triple: [The Big Heat, starring, Lee Marvin as Vince Stone]
Generated description
Lee Marvin as Vince Stone refers to Marvin’s memorable portrayal of a sadistic, hot-headed mob enforcer in the classic 1953 film noir "The Big Heat."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lee Marvin as Vince Stone
Target entity description: Lee Marvin as Vince Stone refers to Marvin’s memorable portrayal of a sadistic, hot-headed mob enforcer in the classic 1953 film noir "The Big Heat."
  • A. Bruce Dern as Asa Watts
    Bruce Dern as Asa Watts is the actor’s memorable portrayal of the ruthless cattle thief and primary antagonist in the 1972 Western film "The Cowboys."
  • B. Bruce Dern as Freeman Lowell
    Bruce Dern as Freeman Lowell is the intense, idealistic botanist-astronaut protagonist of the 1972 science fiction film "Silent Running," known for his solitary struggle to preserve Earth's last remaining forests in space.
  • C. Gene Hackman as Little Bill Daggett
    Gene Hackman as Little Bill Daggett is a ruthless, authoritarian sheriff whose chilling performance in the Western film "Unforgiven" earned Hackman widespread acclaim and an Academy Award.
  • D. Jon Voight as Luke Martin
    Jon Voight as Luke Martin is the portrayal of a paralyzed Vietnam War veteran in the 1978 film "Coming Home," a role that earned Voight widespread acclaim and an Academy Award.
  • E. Lee Marvin as Liberty Valance
    Lee Marvin as Liberty Valance is the menacing outlaw gunslinger and primary villain in the classic Western film "The Man Who Shot Liberty Valance."
  • 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_69ca83ebbef881909ac47f789145fef7 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69caa4d005808190ac14c8d716421bdb completed March 30, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf58a86548190b870417692e4b654 completed March 30, 2026, 10:13 p.m.
NEDg Description generation batch_69caf81d934881908fa41ebd43f3b2e2 completed March 30, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69caf9f86d808190880f7bb2fc8d4fe3 completed March 30, 2026, 10:32 p.m.
Created at: March 30, 2026, 3:46 p.m.