Triple
T15175943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Negotiator |
E362608
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | James DeMonaco |
E201584
|
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: James DeMonaco | Statement: [The Negotiator, screenwriter, James DeMonaco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James DeMonaco Context triple: [The Negotiator, screenwriter, James DeMonaco]
-
A.
James DeMonaco
chosen
James DeMonaco is an American filmmaker and screenwriter best known for creating and writing the dystopian horror franchise "The Purge."
-
B.
Simon Wincer
Simon Wincer is an Australian film and television director best known for his work on Westerns and family adventure films, including the acclaimed miniseries "Lonesome Dove" and the movie "Free Willy."
-
C.
Zach Helm
Zach Helm is an American screenwriter, director, and producer best known for writing the metafictional film "Stranger Than Fiction."
-
D.
Steven S. DeKnight
Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
-
E.
Jeff Cronenweth
Jeff Cronenweth is an American cinematographer known for his stylish, atmospheric work on films such as "The Social Network" and collaborations with director David Fincher.
- 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0066236d481909e8ac47f496861ad |
completed | April 15, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fed32a1e3c81909ca2bd431a01e9cf |
completed | May 9, 2026, 6:24 a.m. |
Created at: April 10, 2026, 3:09 a.m.