Triple
T12042955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Writers Guild of America Award for Best Original Screenplay for Bull Durham |
E286708
|
entity |
| Predicate | screenwriterOfRecognizedWork |
P25235
|
FINISHED |
| Object | Ron Shelton |
E55590
|
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: Ron Shelton | Statement: [Writers Guild of America Award for Best Original Screenplay for Bull Durham, screenwriterOfRecognizedWork, Ron Shelton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ron Shelton Context triple: [Writers Guild of America Award for Best Original Screenplay for Bull Durham, screenwriterOfRecognizedWork, Ron Shelton]
-
A.
Ron Shelton
chosen
Ron Shelton is an American filmmaker and former minor league baseball player best known for writing and directing sports-themed movies such as "Bull Durham."
-
B.
Steven Brooks
Steven Brooks is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and academia.
-
C.
Al McWhiggin
Al McWhiggin is the greedy toy collector and antagonist in Pixar's animated film "Toy Story 2," known for stealing Woody to complete a valuable toy set.
-
D.
Charles Shyer
Charles Shyer is an American filmmaker best known for directing and co-writing popular romantic comedies such as "Father of the Bride" and "Baby Boom."
-
E.
Ray Snyder
Ray Snyder was a film editor known for his work on early 20th-century serials such as "The Hurricane Express."
- 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: screenwriterOfRecognizedWork Context triple: [Writers Guild of America Award for Best Original Screenplay for Bull Durham, screenwriterOfRecognizedWork, Ron Shelton]
-
A.
screenwriterOfWork
chosen
Indicates that a person served as the screenwriter (wrote the screenplay) for a particular creative work.
-
B.
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).
-
C.
screenwriterOfWorkFeaturing
Indicates that one entity is the screenwriter responsible for creating the screenplay for a work in which the other entity appears or is featured.
-
D.
screenwriterOfAppearance
Indicates that an entity served as the screenwriter responsible for the script of a particular appearance (such as an episode, segment, or specific credited role) of another entity.
-
E.
screenwriterOfDepiction
Indicates that one entity is the screenwriter responsible for the script of a particular depiction or representation of a work or subject.
- 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_69d6ab4780948190bdb9f7620c2ac27e |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9100b4ca8819084845ca4c13e34ce |
completed | April 10, 2026, 2:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64b8205a481909cf8cf6fb35b9509 |
completed | May 2, 2026, 7:07 p.m. |
| PD | Predicate disambiguation | batch_69d902bac9e08190aa1a99c835f29542 |
completed | April 10, 2026, 2:01 p.m. |
Created at: April 8, 2026, 9:47 p.m.