Triple
T7516763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Magnum Force |
E177664
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | John Milius |
E136138
|
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: John Milius | Statement: [Magnum Force, screenwriter, John Milius]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Milius Context triple: [Magnum Force, screenwriter, John Milius]
-
A.
John Milius
chosen
John Milius is an American screenwriter, director, and producer known for his work on films like "Apocalypse Now" and "Conan the Barbarian," as well as his influential, macho storytelling style.
-
B.
Walter Hill
Walter Hill is an American film director, screenwriter, and producer known for his gritty action movies such as "The Warriors," "48 Hrs.," and "Southern Comfort."
-
C.
Richard Marquand
Richard Marquand was a Welsh film director best known for helming the 1983 Star Wars film "Return of the Jedi."
-
D.
Christopher Crawford
Christopher Crawford was the adopted son of Hollywood actress Joan Crawford, later known for his estranged relationship with her and his involvement in the controversies surrounding her legacy.
-
E.
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*.
- 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_69c69f2891148190a484f3b8222c6f1b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5f595148190b36649b0095bb898 |
completed | March 27, 2026, 9:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84621ba688190b85ee787b856b138 |
completed | March 28, 2026, 9:20 p.m. |
Created at: March 27, 2026, 3:46 p.m.