Triple
T5201148
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Body Heat |
E117394
|
entity |
| Predicate | producedBy |
P490
|
FINISHED |
| Object |
Robert Grand
Robert Grand is a film producer best known for his work on the neo-noir thriller "Body Heat."
|
E502379
|
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: Robert Grand | Statement: [Body Heat, producedBy, Robert Grand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Grand Context triple: [Body Heat, producedBy, Robert Grand]
-
A.
Robert Fiske
Robert Fiske was an American character actor active in early 20th-century film and serials, often appearing in supporting and villainous roles.
-
B.
James Q. Wilson
James Q. Wilson was a prominent American political scientist best known for his work on crime, policing, and public policy, including the influential "broken windows" theory.
-
C.
Randall Poster
Randall Poster is an American music supervisor and film producer renowned for his work curating soundtracks and producing on numerous acclaimed films and television series.
-
D.
Edward K. Milkis
Edward K. Milkis was an American television producer best known for his work on popular 1970s sitcoms and collaborations with Garry Marshall.
-
E.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
- 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: Robert Grand Triple: [Body Heat, producedBy, Robert Grand]
Generated description
Robert Grand is a film producer best known for his work on the neo-noir thriller "Body Heat."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Grand Target entity description: Robert Grand is a film producer best known for his work on the neo-noir thriller "Body Heat."
-
A.
Robert Fiske
Robert Fiske was an American character actor active in early 20th-century film and serials, often appearing in supporting and villainous roles.
-
B.
James Q. Wilson
James Q. Wilson was a prominent American political scientist best known for his work on crime, policing, and public policy, including the influential "broken windows" theory.
-
C.
Randall Poster
Randall Poster is an American music supervisor and film producer renowned for his work curating soundtracks and producing on numerous acclaimed films and television series.
-
D.
Edward K. Milkis
Edward K. Milkis was an American television producer best known for his work on popular 1970s sitcoms and collaborations with Garry Marshall.
-
E.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
- 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_69bd4463dd3c81909966123f20b79d57 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a228e2c81908bfbd48ed9f2cd5e |
completed | March 20, 2026, 4:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee0a6698c81908cc1fc7c15ffa5b7 |
completed | March 21, 2026, 6:17 p.m. |
| NEDg | Description generation | batch_69bee6cf3fd08190802ddba139a682c6 |
completed | March 21, 2026, 6:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beea9b7eec8190b6fb2b402398a33d |
completed | March 21, 2026, 6:59 p.m. |
Created at: March 20, 2026, 1:47 p.m.