Triple
T10470464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tomorrow Never Dies |
E246909
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Bruce Feirstein |
E417893
|
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: Bruce Feirstein | Statement: [Tomorrow Never Dies, screenwriter, Bruce Feirstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruce Feirstein Context triple: [Tomorrow Never Dies, screenwriter, Bruce Feirstein]
-
A.
Bruce Feirstein
chosen
Bruce Feirstein is an American screenwriter and humorist best known for his work on multiple James Bond films and his satirical writing.
-
B.
Ron Leibman
Ron Leibman was an American actor known for his work in film, television, and theater, including his Emmy-winning role in "Kaz" and his portrayal of Rachel’s father on "Friends."
-
C.
James Goldman
James Goldman was an American playwright and screenwriter best known for his historical drama works, including the acclaimed film adaptation of "The Lion in Winter."
-
D.
Lowell Bergman
Lowell Bergman is an American investigative journalist and producer best known for his work on CBS's "60 Minutes" and for exposing major corporate and political scandals.
-
E.
Marshall Brickman
Marshall Brickman is an American screenwriter, director, and former television writer best known for co-writing several acclaimed Woody Allen films, including "Annie Hall" and "Manhattan."
- 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_69d381c16c248190a2fe5b471e584e9c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509305fec81908b1acd91ae1f875d |
completed | April 7, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8a0094910819094d492c87b31898e |
completed | April 10, 2026, 7 a.m. |
Created at: April 6, 2026, 12:20 p.m.