Triple
T7631076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ad Astra |
E172759
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | James Gray |
E70062
|
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 Gray | Statement: [Ad Astra, producer, James Gray]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Gray Context triple: [Ad Astra, producer, James Gray]
-
A.
James Gray
chosen
James Gray is an American filmmaker known for his character-driven dramas and visually rich, classical storytelling in films such as "The Lost City of Z," "Ad Astra," and "We Own the Night."
-
B.
Paul Thomas Anderson
Paul Thomas Anderson is an acclaimed American filmmaker known for his character-driven, stylistically distinctive films such as "Boogie Nights," "Magnolia," and "There Will Be Blood."
-
C.
George Roy Hill
George Roy Hill was an American film director best known for helming acclaimed classics such as "Butch Cassidy and the Sundance Kid" and "The Sting."
-
D.
Oren Moverman
Oren Moverman is an Israeli-American screenwriter and director known for his work on acclaimed films such as "I'm Not There," "The Messenger," and "Rampart."
-
E.
David O. Russell
David O. Russell is an American filmmaker known for his offbeat, character-driven dramas and dark comedies such as The Fighter, American Hustle, and Three Kings.
- 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_69c699517e348190bd3348b6889200f2 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa85c57c8190acfd33e0c890c2f9 |
completed | March 27, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a2159cd0819085bfdb8c7694077b |
completed | March 29, 2026, 3:52 a.m. |
Created at: March 27, 2026, 3:56 p.m.