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.