Triple
T3286335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pulp Fiction |
E68990
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Roger Avary
Roger Avary is a Canadian filmmaker and screenwriter best known for co-writing the Oscar-winning screenplay for Quentin Tarantino’s film "Pulp Fiction."
|
E344146
|
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: Roger Avary | Statement: [Pulp Fiction, screenwriter, Roger Avary]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roger Avary Context triple: [Pulp Fiction, screenwriter, Roger Avary]
-
A.
Jon Amiel
Jon Amiel is a British film and television director known for works such as "The Singing Detective," "Copycat," and "Entrapment."
-
B.
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."
-
C.
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.
-
D.
Joe Eszterhas
Joe Eszterhas is a Hungarian-American screenwriter best known for his provocative, high-profile Hollywood thrillers of the late 20th century.
-
E.
Paul Schrader
Paul Schrader is an American filmmaker and screenwriter known for his intense, psychologically driven dramas and frequent collaborations with director Martin Scorsese.
- 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: Roger Avary Triple: [Pulp Fiction, screenwriter, Roger Avary]
Generated description
Roger Avary is a Canadian filmmaker and screenwriter best known for co-writing the Oscar-winning screenplay for Quentin Tarantino’s film "Pulp Fiction."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roger Avary Target entity description: Roger Avary is a Canadian filmmaker and screenwriter best known for co-writing the Oscar-winning screenplay for Quentin Tarantino’s film "Pulp Fiction."
-
A.
Jon Amiel
Jon Amiel is a British film and television director known for works such as "The Singing Detective," "Copycat," and "Entrapment."
-
B.
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."
-
C.
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.
-
D.
Joe Eszterhas
Joe Eszterhas is a Hungarian-American screenwriter best known for his provocative, high-profile Hollywood thrillers of the late 20th century.
-
E.
Paul Schrader
Paul Schrader is an American filmmaker and screenwriter known for his intense, psychologically driven dramas and frequent collaborations with director Martin Scorsese.
- 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_69ad859d45748190b0742408c954b39f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb05779d08190a5517951e71b1380 |
completed | March 8, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e85b6a1081908581b2040b8ce261 |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e9783918819085ea73a8ed815f65 |
completed | March 12, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ea0189948190b1dab60aecf04b73 |
completed | March 12, 2026, 4:29 p.m. |
Created at: March 8, 2026, 3:10 p.m.