Triple
T712994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Angels & Demons |
E14249
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | David Koepp |
E70760
|
NE FINISHED |
How this triple was built (2 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: David Koepp | Statement: [Angels & Demons, screenwriter, David Koepp]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Koepp Context triple: [Angels & Demons, screenwriter, David Koepp]
-
A.
David Koepp
chosen
David Koepp is an American screenwriter and director best known for writing major Hollywood films such as Jurassic Park, Mission: Impossible, and Spider-Man.
-
B.
Lawrence Kasdan
Lawrence Kasdan is an American filmmaker and screenwriter known for his work on major films such as *The Empire Strikes Back*, *Raiders of the Lost Ark*, and *The Big Chill*.
-
C.
Gary Kurtz
Gary Kurtz was an American film producer best known for his work on landmark films of the 1970s and 1980s, including the original Star Wars and The Empire Strikes Back.
-
D.
Eric Roth
Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
-
E.
Jonathan Kasdan
Jonathan Kasdan is an American screenwriter and director known for co-writing the Star Wars film "Solo: A Star Wars Story" and for being the son of filmmaker Lawrence Kasdan.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a55ee4fc81909358659ec3bc435f |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6891b6d908190823a9a09cef5c7da |
completed | March 3, 2026, 7:09 a.m. |
Created at: March 1, 2026, 7:36 p.m.