Triple
T1227490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | L.A. Confidential |
E26358
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Brian Helgeland
Brian Helgeland is an American screenwriter and director best known for his Oscar-winning work on crime dramas and genre films such as L.A. Confidential and Mystic River.
|
E146319
|
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: Brian Helgeland | Statement: [L.A. Confidential, screenwriter, Brian Helgeland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian Helgeland Context triple: [L.A. Confidential, screenwriter, Brian Helgeland]
-
A.
David Koepp
David Koepp is an American screenwriter and director best known for writing major Hollywood films such as Jurassic Park, Mission: Impossible, and Spider-Man.
-
B.
Curtis Hanson
Curtis Hanson was an American filmmaker best known for his stylish, character-driven thrillers and dramas, including the acclaimed neo-noir crime film "L.A. Confidential."
-
C.
Paul Haggis
Paul Haggis is a Canadian screenwriter, producer, and director best known for writing and directing the Academy Award–winning film "Crash" and co-writing "Million Dollar Baby."
-
D.
Lawrence Kasdan
Lawrence Kasdan is an American filmmaker and screenwriter known for his work on major films such as *The Empire Strikes Back*, *Raiders of the Lost Ark*, and *The Big Chill*.
-
E.
Tom Benedek
Tom Benedek is an American screenwriter best known for co-writing the science fiction film "Cocoon."
- 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: Brian Helgeland Triple: [L.A. Confidential, screenwriter, Brian Helgeland]
Generated description
Brian Helgeland is an American screenwriter and director best known for his Oscar-winning work on crime dramas and genre films such as L.A. Confidential and Mystic River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brian Helgeland Target entity description: Brian Helgeland is an American screenwriter and director best known for his Oscar-winning work on crime dramas and genre films such as L.A. Confidential and Mystic River.
-
A.
David Koepp
David Koepp is an American screenwriter and director best known for writing major Hollywood films such as Jurassic Park, Mission: Impossible, and Spider-Man.
-
B.
Curtis Hanson
Curtis Hanson was an American filmmaker best known for his stylish, character-driven thrillers and dramas, including the acclaimed neo-noir crime film "L.A. Confidential."
-
C.
Paul Haggis
Paul Haggis is a Canadian screenwriter, producer, and director best known for writing and directing the Academy Award–winning film "Crash" and co-writing "Million Dollar Baby."
-
D.
Lawrence Kasdan
Lawrence Kasdan is an American filmmaker and screenwriter known for his work on major films such as *The Empire Strikes Back*, *Raiders of the Lost Ark*, and *The Big Chill*.
-
E.
Tom Benedek
Tom Benedek is an American screenwriter best known for co-writing the science fiction film "Cocoon."
- 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_69aca2eb158081909f1175d8f4daaa96 |
completed | March 7, 2026, 10:12 p.m. |
| NEDg | Description generation | batch_69aca3a539848190a17e8bd578bc237a |
completed | March 7, 2026, 10:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aca4158bbc8190bd1f5799715e3e4c |
completed | March 7, 2026, 10:17 p.m. |
Created at: March 1, 2026, 7:47 p.m.