Triple
T20570311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Police Academy 5: Assignment Miami Beach |
E505078
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Stephen Curwick |
—
|
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: Stephen Curwick | Statement: [Police Academy 5: Assignment Miami Beach, screenwriter, Stephen Curwick]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Curwick Context triple: [Police Academy 5: Assignment Miami Beach, screenwriter, Stephen Curwick]
-
A.
Stephen Badger
Stephen Badger is a film producer known for his work on the acclaimed music documentary "Muscle Shoals."
-
B.
Stephen Dougherty
Stephen Dougherty is an American entrepreneur best known as a co-founder of the office supply retail chain Office Depot.
-
C.
Jon Gilbert
Jon Gilbert is an American college athletics administrator who serves as the athletic director for East Carolina University's sports programs.
-
D.
Christopher Sweeney
Christopher Sweeney is a music video director known for his work on high-profile pop and alternative artists’ videos, including Lily Allen’s “Hard Out Here.”
-
E.
Stephen Evans
Stephen Evans is a British film producer best known for his work on acclaimed literary and period adaptations, including the 1993 film "Much Ado About Nothing."
- 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: Stephen Curwick Target entity description: Stephen Curwick is a screenwriter best known for his work on the comedy film series "Police Academy," including "Police Academy 5: Assignment Miami Beach."
-
A.
Stephen Badger
Stephen Badger is a film producer known for his work on the acclaimed music documentary "Muscle Shoals."
-
B.
Stephen Dougherty
Stephen Dougherty is an American entrepreneur best known as a co-founder of the office supply retail chain Office Depot.
-
C.
Jon Gilbert
Jon Gilbert is an American college athletics administrator who serves as the athletic director for East Carolina University's sports programs.
-
D.
Christopher Sweeney
Christopher Sweeney is a music video director known for his work on high-profile pop and alternative artists’ videos, including Lily Allen’s “Hard Out Here.”
-
E.
Stephen Evans
Stephen Evans is a British film producer best known for his work on acclaimed literary and period adaptations, including the 1993 film "Much Ado About Nothing."
- 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_69e0b4b721588190993ac7b0a9be2736 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a7a5b0688190b45d0fa993c4765c |
completed | April 20, 2026, 10:24 p.m. |
Created at: April 16, 2026, 11:39 a.m.