Triple
T4170431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The World Is Not Enough |
E84548
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Bruce Feirstein
Bruce Feirstein is an American screenwriter and humorist best known for his work on multiple James Bond films and his satirical writing.
|
E417893
|
NE FINISHED |
How this triple was built (4 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: [The World Is Not Enough, screenwriter, Bruce Feirstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruce Feirstein Context triple: [The World Is Not Enough, screenwriter, Bruce Feirstein]
-
A.
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."
-
B.
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.
-
C.
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."
-
D.
Samson Raphaelson
Samson Raphaelson was an American playwright and screenwriter best known for his influential collaborations with director Ernst Lubitsch on classic Hollywood comedies.
-
E.
Steve Cahn
Steve Cahn is the son of renowned American songwriter and lyricist Sammy Cahn.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bruce Feirstein Triple: [The World Is Not Enough, screenwriter, Bruce Feirstein]
Generated description
Bruce Feirstein is an American screenwriter and humorist best known for his work on multiple James Bond films and his satirical writing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bruce Feirstein Target entity description: Bruce Feirstein is an American screenwriter and humorist best known for his work on multiple James Bond films and his satirical writing.
-
A.
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."
-
B.
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.
-
C.
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."
-
D.
Samson Raphaelson
Samson Raphaelson was an American playwright and screenwriter best known for his influential collaborations with director Ernst Lubitsch on classic Hollywood comedies.
-
E.
Steve Cahn
Steve Cahn is the son of renowned American songwriter and lyricist Sammy Cahn.
- F. None of above. chosen
Provenance (5 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_69aed932cab48190b80ffe35f7029ae1 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02c87cc88190a9ec3712db18a8a7 |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f4ef1a08190a232ed94595a86e8 |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b580e08e888190b48ddae4435c984a |
completed | March 14, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5817b52bc8190aba6863a9ef05acf |
completed | March 14, 2026, 3:40 p.m. |
Created at: March 9, 2026, 3:45 p.m.