Triple
T4197969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Boys for Life |
E85998
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Joe Carnahan |
E66392
|
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: Joe Carnahan | Statement: [Bad Boys for Life, screenwriter, Joe Carnahan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joe Carnahan Context triple: [Bad Boys for Life, screenwriter, Joe Carnahan]
-
A.
Joe Carnahan
chosen
Joe Carnahan is an American filmmaker known for his stylish, high-energy action and crime films such as "Narc," "The Grey," and "Smokin' Aces."
-
B.
David Leitch
David Leitch is an American filmmaker, stunt coordinator, and former stuntman best known for directing high-octane action films such as John Wick, Atomic Blonde, Deadpool 2, and Fast & Furious Presents: Hobbs & Shaw.
-
C.
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.
-
D.
Antoine Fuqua
Antoine Fuqua is an American film director and producer best known for directing the crime thriller "Training Day" and numerous action films.
-
E.
Paul W. S. Anderson
Paul W. S. Anderson is a British film director, producer, and screenwriter best known for genre films such as the Resident Evil series and other science fiction and action movies.
- 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_69aed93b89f48190a31f6d57c760e42f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0360bc8081908ceb2483eef89174 |
completed | March 9, 2026, 5:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5962296b8819084b91de3f48b7658 |
completed | March 14, 2026, 5:08 p.m. |
Created at: March 9, 2026, 3:48 p.m.