Triple
T3564513
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Training Day |
E75412
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | David Ayer |
E195779
|
NE FINISHED |
How this triple was built (2 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: David Ayer | Statement: [Training Day, screenwriter, David Ayer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Ayer Context triple: [Training Day, screenwriter, David Ayer]
-
A.
David Ayer
chosen
David Ayer is an American filmmaker best known for writing and directing gritty crime dramas and the comic-book film "Suicide Squad."
-
B.
Joe Carnahan
Joe Carnahan is an American filmmaker known for his stylish, high-energy action and crime films such as "Narc," "The Grey," and "Smokin' Aces."
-
C.
Francis Lawrence
Francis Lawrence is an American filmmaker best known for directing major Hollywood films like several entries in The Hunger Games series as well as high-profile music videos for artists such as The Black Eyed Peas.
-
D.
Matthew Vaughn
Matthew Vaughn is a British filmmaker and producer known for stylish, fast-paced genre movies such as "Layer Cake," "Kick-Ass," and the "Kingsman" series.
-
E.
Doug Liman
Doug Liman is an American film director and producer known for stylish, fast-paced action movies such as The Bourne Identity, Mr. & Mrs. Smith, and Edge of Tomorrow.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad85d512708190829c8b2d3a2ccfb8 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc0a76c008190a2056b6d990776fe |
completed | March 8, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bba91d08819081a433c9f06a2c2b |
completed | March 13, 2026, 7:24 a.m. |
Created at: March 8, 2026, 3:21 p.m.