Triple
T5187645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Resident Evil: Apocalypse |
E117071
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Paul W. S. Anderson |
E410053
|
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: Paul W. S. Anderson | Statement: [Resident Evil: Apocalypse, screenwriter, Paul W. S. Anderson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul W. S. Anderson Context triple: [Resident Evil: Apocalypse, screenwriter, Paul W. S. Anderson]
-
A.
Paul W. S. Anderson
chosen
Paul W. S. Anderson is a British film director, producer, and screenwriter best known for genre films such as the Resident Evil series and other science fiction and action movies.
-
B.
Stephen Sommers
Stephen Sommers is an American film director, screenwriter, and producer best known for helming big-budget action-adventure and fantasy films such as The Mummy series and Van Helsing.
-
C.
Ken Biller
Ken Biller is a television writer, producer, and director best known for his work on series such as "Star Trek: Voyager" and "Genius."
-
D.
Barry Sonnenfeld
Barry Sonnenfeld is an American filmmaker and cinematographer best known for directing the Men in Black trilogy and The Addams Family films.
-
E.
George P. Cosmatos
George P. Cosmatos was a Greek-Italian film director known for helming action and genre films such as "Cobra," "Rambo: First Blood Part II," and "Tombstone."
- 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_69bd44620ff48190bcac01782107a397 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79c56280819085926316f7b520bc |
completed | March 20, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefb6eaac8190a34b01c6e30b41dc |
completed | March 21, 2026, 7:21 p.m. |
Created at: March 20, 2026, 1:46 p.m.