Triple
T7499780
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jules Winnfield |
E177226
|
entity |
| Predicate | coWriterOfFilm |
P64760
|
FINISHED |
| Object | Roger Avary |
E344146
|
NE FINISHED |
How this triple was built (3 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: Roger Avary | Statement: [Jules Winnfield, coWriterOfFilm, Roger Avary]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roger Avary Context triple: [Jules Winnfield, coWriterOfFilm, Roger Avary]
-
A.
Roger Avary
chosen
Roger Avary is a Canadian filmmaker and screenwriter best known for co-writing the Oscar-winning screenplay for Quentin Tarantino’s film "Pulp Fiction."
-
B.
Jon Amiel
Jon Amiel is a British film and television director known for works such as "The Singing Detective," "Copycat," and "Entrapment."
-
C.
Alan Burgess
Alan Burgess was a British author and screenwriter best known for writing the book that inspired the film "The Inn of the Sixth Happiness."
-
D.
Bart Freundlich
Bart Freundlich is an American film director, screenwriter, and producer known for independent dramas and for his long-term collaboration and marriage with actress Julianne Moore.
-
E.
James Toback
James Toback is an American screenwriter and film director known for psychologically intense, character-driven dramas such as "Fingers," which inspired the French film "The Beat That My Heart Skipped."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coWriterOfFilm Context triple: [Jules Winnfield, coWriterOfFilm, Roger Avary]
-
A.
filmWriterOfWork
chosen
Indicates that a person is the writer or screenwriter responsible for creating the script or written content of a particular film.
-
B.
screenwriterOfWork
Indicates that a person served as the screenwriter (wrote the screenplay) for a particular creative work.
-
C.
hasScreenwriter
Indicates that a creative work is associated with the person or entity who wrote its screenplay or script.
-
D.
associatedWithScreenwriter
Indicates a relationship in which an entity is connected or linked to a screenwriter, typically through collaboration, authorship, or professional involvement in a screenwriting context.
-
E.
screenwriterCreator
Indicates that one entity is the screenwriter who created or authored the screenplay for another entity (such as a film, episode, or audiovisual work).
- F. None of above.
Provenance (4 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_69c69f2696688190915a8458f2398211 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f81b431481908214b69c6c8d83bc |
completed | March 27, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c900ad081908506a2097f7fd30b |
completed | March 28, 2026, 8:39 p.m. |
| PD | Predicate disambiguation | batch_69c6f4d266d88190982cf5d2ee2e9564 |
completed | March 27, 2026, 9:21 p.m. |
Created at: March 27, 2026, 3:44 p.m.