Triple
T971091
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matt Hooper |
E20945
|
entity |
| Predicate | filmDirectorOfAppearance |
P22688
|
FINISHED |
| Object | Steven Spielberg |
E11668
|
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: Steven Spielberg | Statement: [Matt Hooper, filmDirectorOfAppearance, Steven Spielberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steven Spielberg Context triple: [Matt Hooper, filmDirectorOfAppearance, Steven Spielberg]
-
A.
Steven Spielberg
chosen
Steven Spielberg is an acclaimed American film director, producer, and screenwriter known for shaping modern cinema with classics such as Jaws, E.T. the Extra-Terrestrial, Jurassic Park, and Schindler’s List.
-
B.
Robert Zemeckis
Robert Zemeckis is an American filmmaker known for directing innovative and commercially successful movies such as the Back to the Future trilogy, Forrest Gump, and Who Framed Roger Rabbit.
-
C.
Ron Howard
Ron Howard is an American filmmaker and former child actor best known for directing acclaimed films such as "A Beautiful Mind," "Apollo 13," and "Cocoon."
-
D.
George Miller
George Miller is an acclaimed Australian filmmaker best known for creating and directing the Mad Max film series and other critically lauded works across genres.
-
E.
Chris Columbus
Chris Columbus is an American filmmaker best known for directing the first two Harry Potter films and "Home Alone," as well as producing numerous successful family-oriented movies.
- 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: filmDirectorOfAppearance Context triple: [Matt Hooper, filmDirectorOfAppearance, Steven Spielberg]
-
A.
featureDirectorialDebutOf
Indicates that a work (typically a film) serves as the first directorial effort of a particular director.
-
B.
notableDirector
Indicates that a person has directed a work (such as a film or show) in a way that is recognized as significant or distinguished.
-
C.
developerOfWorkAppearingIn
Indicates that one entity is the creator or developer of a work in which another entity appears or is featured.
-
D.
partOfFilmographyOf
Indicates that a work (such as a film, show, or role) is included in the body of screen-related works credited to a particular person.
-
E.
genreOfWorkDirected
Indicates that a person has directed a work (such as a film, show, or performance) belonging to a specified genre.
- F. None of above. chosen
Provenance (5 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_69a493b33d2c81909c52c369d3ca8436 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b44aa6088190a90c44a8f694ec41 |
completed | March 1, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac6f0503ec81908112cf30ca85530a |
completed | March 7, 2026, 6:31 p.m. |
| PD | Predicate disambiguation | batch_69a4b2a6aa2c8190aebba71320ab678f |
completed | March 1, 2026, 9:41 p.m. |
| PDg | Predicate description generation | batch_69a4b38630848190bd3898a4f42018ad |
completed | March 1, 2026, 9:45 p.m. |
Created at: March 1, 2026, 7:40 p.m.