Triple
T1227501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | L.A. Confidential |
E26358
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Arnon Milchan
Arnon Milchan is an Israeli film producer and businessman known for backing numerous major Hollywood films, including acclaimed hits like "L.A. Confidential."
|
E140363
|
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: Arnon Milchan | Statement: [L.A. Confidential, producer, Arnon Milchan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arnon Milchan Context triple: [L.A. Confidential, producer, Arnon Milchan]
-
A.
Irwin Winkler
Irwin Winkler is an American film producer and director best known for producing the "Rocky" series and numerous other acclaimed Hollywood films.
-
B.
Robert Shaye
Robert Shaye is an American film executive and producer best known as the founder of New Line Cinema, which he built into a major independent movie studio.
-
C.
Dino De Laurentiis
Dino De Laurentiis was an influential Italian film producer known for his prolific international career and for backing major epics, genre films, and auteur projects from the mid-20th century onward.
-
D.
Saul Zaentz
Saul Zaentz was an American film producer and former record company executive best known for producing acclaimed films such as One Flew Over the Cuckoo’s Nest, Amadeus, and The English Patient.
-
E.
Charles Roven
Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
- 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: Arnon Milchan Triple: [L.A. Confidential, producer, Arnon Milchan]
Generated description
Arnon Milchan is an Israeli film producer and businessman known for backing numerous major Hollywood films, including acclaimed hits like "L.A. Confidential."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arnon Milchan Target entity description: Arnon Milchan is an Israeli film producer and businessman known for backing numerous major Hollywood films, including acclaimed hits like "L.A. Confidential."
-
A.
Irwin Winkler
Irwin Winkler is an American film producer and director best known for producing the "Rocky" series and numerous other acclaimed Hollywood films.
-
B.
Robert Shaye
Robert Shaye is an American film executive and producer best known as the founder of New Line Cinema, which he built into a major independent movie studio.
-
C.
Dino De Laurentiis
Dino De Laurentiis was an influential Italian film producer known for his prolific international career and for backing major epics, genre films, and auteur projects from the mid-20th century onward.
-
D.
Saul Zaentz
Saul Zaentz was an American film producer and former record company executive best known for producing acclaimed films such as One Flew Over the Cuckoo’s Nest, Amadeus, and The English Patient.
-
E.
Charles Roven
Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
- 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_69a49484688c8190a1bf285eb396a8b6 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be3b32a08190a36e96a3e51976eb |
completed | March 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8a1242048190ba6ffcaacc4ca5d5 |
completed | March 7, 2026, 8:26 p.m. |
| NEDg | Description generation | batch_69ac8a9d03c8819097cea548a31d866d |
completed | March 7, 2026, 8:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8b041e188190ac9e1ce2c2728c94 |
completed | March 7, 2026, 8:31 p.m. |
Created at: March 1, 2026, 7:47 p.m.