Triple

T2882022
Position Surface form Disambiguated ID Type / Status
Subject Gina Gershon E59417 entity
Predicate notableWork P4 FINISHED
Object Red Heat
Red Heat is a 1988 buddy-cop action film starring Arnold Schwarzenegger and James Belushi, directed by Walter Hill.
E308003 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: Red Heat | Statement: [Gina Gershon, notableWork, Red Heat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Red Heat
Context triple: [Gina Gershon, notableWork, Red Heat]
  • A. Homicide Squad
    The Homicide Squad is a specialized New York City Police Department unit dedicated to investigating and solving murder cases.
  • B. License to Kill
    "License to Kill" is a 1989 James Bond film best known for its darker tone and for featuring the title song performed by soul singer Gladys Knight.
  • C. Get Carter
    Get Carter is a 1971 British crime thriller film, widely regarded as a classic of the genre, in which Michael Caine plays a ruthless London gangster investigating his brother’s death in Newcastle.
  • D. The Gangster
    The Gangster is a 1947 American film noir crime drama noted for its stylized cinematography and bleak portrayal of a small-time racketeer’s downfall.
  • E. Killer Elite
    Killer Elite is a 2011 action thriller film starring Jason Statham, Clive Owen, and Robert De Niro, centered on a retired assassin forced back into a deadly international mission.
  • 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: Red Heat
Triple: [Gina Gershon, notableWork, Red Heat]
Generated description
Red Heat is a 1988 buddy-cop action film starring Arnold Schwarzenegger and James Belushi, directed by Walter Hill.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Red Heat
Target entity description: Red Heat is a 1988 buddy-cop action film starring Arnold Schwarzenegger and James Belushi, directed by Walter Hill.
  • A. Homicide Squad
    The Homicide Squad is a specialized New York City Police Department unit dedicated to investigating and solving murder cases.
  • B. License to Kill
    "License to Kill" is a 1989 James Bond film best known for its darker tone and for featuring the title song performed by soul singer Gladys Knight.
  • C. Get Carter
    Get Carter is a 1971 British crime thriller film, widely regarded as a classic of the genre, in which Michael Caine plays a ruthless London gangster investigating his brother’s death in Newcastle.
  • D. The Gangster
    The Gangster is a 1947 American film noir crime drama noted for its stylized cinematography and bleak portrayal of a small-time racketeer’s downfall.
  • E. Killer Elite
    Killer Elite is a 2011 action thriller film starring Jason Statham, Clive Owen, and Robert De Niro, centered on a retired assassin forced back into a deadly international mission.
  • 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_69ab4ac739188190a112f42a5a69c951 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abe02aa5948190a2e0bd9168232bd5 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b031633efc819088c2ea29eafaff0f completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b033894ca881908691b88e6108257c completed March 10, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69b03c3af7b48190b66bb32df59196e3 completed March 10, 2026, 3:43 p.m.
Created at: March 6, 2026, 10:03 p.m.