Triple
T18668934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ray Bronson |
E456415
|
entity |
| Predicate | screenwriterOfWork |
P25235
|
FINISHED |
| Object | Kevin Williamson (screenwriter of the 1997 film featuring the character) |
—
|
NE NERFINISHED |
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: Kevin Williamson (screenwriter of the 1997 film featuring the character) | Statement: [Ray Bronson, screenwriterOfWork, Kevin Williamson (screenwriter of the 1997 film featuring the character)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kevin Williamson (screenwriter of the 1997 film featuring the character) Context triple: [Ray Bronson, screenwriterOfWork, Kevin Williamson (screenwriter of the 1997 film featuring the character)]
-
A.
Chris Terrio
Chris Terrio is an American screenwriter and director best known for his Academy Award–winning screenplay for the film "Argo" and his work on major franchise films like "Batman v Superman: Dawn of Justice" and "Star Wars: The Rise of Skywalker."
-
B.
Zak Penn
Zak Penn is an American screenwriter and director known for his work on major science fiction and superhero films such as "The Avengers," "X2," and "Ready Player One."
-
C.
Brian Helgeland
Brian Helgeland is an American screenwriter and director best known for his Oscar-winning work on crime dramas and genre films such as L.A. Confidential and Mystic River.
-
D.
Ken Kwapis
Ken Kwapis is an American film and television director known for helming popular works such as "The Sisterhood of the Traveling Pants," "He's Just Not That Into You," and episodes of "The Office."
-
E.
Joe Eszterhas
Joe Eszterhas is a Hungarian-American screenwriter best known for his provocative, high-profile Hollywood thrillers of the late 20th century.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kevin Williamson (screenwriter of the 1997 film featuring the character) Target entity description: Kevin Williamson is an American screenwriter and producer best known for creating the Scream film franchise and the TV series Dawson’s Creek.
-
A.
Chris Terrio
Chris Terrio is an American screenwriter and director best known for his Academy Award–winning screenplay for the film "Argo" and his work on major franchise films like "Batman v Superman: Dawn of Justice" and "Star Wars: The Rise of Skywalker."
-
B.
Zak Penn
Zak Penn is an American screenwriter and director known for his work on major science fiction and superhero films such as "The Avengers," "X2," and "Ready Player One."
-
C.
Brian Helgeland
Brian Helgeland is an American screenwriter and director best known for his Oscar-winning work on crime dramas and genre films such as L.A. Confidential and Mystic River.
-
D.
Ken Kwapis
Ken Kwapis is an American film and television director known for helming popular works such as "The Sisterhood of the Traveling Pants," "He's Just Not That Into You," and episodes of "The Office."
-
E.
Joe Eszterhas
Joe Eszterhas is a Hungarian-American screenwriter best known for his provocative, high-profile Hollywood thrillers of the late 20th century.
- F. None of above. chosen
Provenance (2 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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e556b0502881909ea05f2746163746 |
completed | April 19, 2026, 10:26 p.m. |
Created at: April 10, 2026, 11:48 a.m.