Triple

T12992107
Position Surface form Disambiguated ID Type / Status
Subject L.A. Takedown E321930 entity
Predicate servesAsPrototypeFor P28233 FINISHED
Object Heat (1995 film)
Heat (1995 film) is a 1995 crime drama directed by Michael Mann, renowned for its intense cat-and-mouse story between a master thief and a dedicated detective, and for its iconic pairing of Al Pacino and Robert De Niro.
E1014051 NE FINISHED

How this triple was built (5 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: Heat (1995 film) | Statement: [L.A. Takedown, servesAsPrototypeFor, Heat (1995 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heat (1995 film)
Context triple: [L.A. Takedown, servesAsPrototypeFor, Heat (1995 film)]
  • A. Heat (1986 film)
    Heat (1986 film) is a 1986 American action thriller starring Burt Reynolds as a Las Vegas bodyguard who becomes entangled in violent underworld conflicts.
  • B. Heat (1972 film)
    Heat (1972 film) is a 1972 American satirical drama directed by Paul Morrissey and produced by Andy Warhol, often regarded as a parody of Sunset Boulevard set in Hollywood.
  • C. City Heat (1984 film)
    City Heat (1984 film) is a 1984 action-comedy set in 1930s Kansas City, starring Clint Eastwood and Burt Reynolds as a cop and a private eye who reluctantly team up against mobsters.
  • D. That Heat
    "That Heat" is a Latin-infused hip hop track by Common featuring will.i.am and Sérgio Mendes, known for its smooth groove and blend of rap with Brazilian rhythms.
  • E. Red Heat
    Red Heat is a 1988 buddy-cop action film starring Arnold Schwarzenegger and James Belushi, directed by Walter Hill.
  • 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: Heat (1995 film)
Triple: [L.A. Takedown, servesAsPrototypeFor, Heat (1995 film)]
Generated description
Heat (1995 film) is a 1995 crime drama directed by Michael Mann, renowned for its intense cat-and-mouse story between a master thief and a dedicated detective, and for its iconic pairing of Al Pacino and Robert De Niro.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heat (1995 film)
Target entity description: Heat (1995 film) is a 1995 crime drama directed by Michael Mann, renowned for its intense cat-and-mouse story between a master thief and a dedicated detective, and for its iconic pairing of Al Pacino and Robert De Niro.
  • A. Heat (1986 film)
    Heat (1986 film) is a 1986 American action thriller starring Burt Reynolds as a Las Vegas bodyguard who becomes entangled in violent underworld conflicts.
  • B. Heat (1972 film)
    Heat (1972 film) is a 1972 American satirical drama directed by Paul Morrissey and produced by Andy Warhol, often regarded as a parody of Sunset Boulevard set in Hollywood.
  • C. City Heat (1984 film)
    City Heat (1984 film) is a 1984 action-comedy set in 1930s Kansas City, starring Clint Eastwood and Burt Reynolds as a cop and a private eye who reluctantly team up against mobsters.
  • D. That Heat
    "That Heat" is a Latin-infused hip hop track by Common featuring will.i.am and Sérgio Mendes, known for its smooth groove and blend of rap with Brazilian rhythms.
  • E. Red Heat
    Red Heat is a 1988 buddy-cop action film starring Arnold Schwarzenegger and James Belushi, directed by Walter Hill.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: servesAsPrototypeFor
Context triple: [L.A. Takedown, servesAsPrototypeFor, Heat (1995 film)]
  • A. servesAsQualifierFor
    Indicates that one entity functions as a qualifier or modifier that refines, restricts, or specifies the meaning or scope of another entity.
  • B. isImplementationOf
    Indicates that one entity realizes, fulfills, or concretely carries out the specification, interface, or abstract definition provided by another entity.
  • C. isBaseFor
    Indicates that one entity serves as the foundational support, starting point, or underlying basis upon which another entity is built, developed, or depends.
  • D. isModelOf chosen
    Indicates that one entity serves as a representation or abstraction that captures the structure or behavior of another entity.
  • E. progenitorOf
    Indicates that one entity is the direct biological or ancestral source (parent or originator) of another entity.
  • F. None of above.

Provenance (6 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97f2a71a0819098bb6cf8a4b2208a completed April 10, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8fb70f481908a9a4ca04d6bf93b completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6baa76e8c8190b84fd31657ef3385 completed May 3, 2026, 3:01 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb7a0ae08190813411fa677430aa completed May 3, 2026, 3:05 a.m.
PD Predicate disambiguation batch_69d97dbdd94c8190ac4bbecca02dc77b completed April 10, 2026, 10:46 p.m.
Created at: April 9, 2026, 8:43 p.m.