Triple
T946161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mayor Larry Vaughn |
E20416
|
entity |
| Predicate | filmDirectorOfWork |
P13455
|
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: [Mayor Larry Vaughn, filmDirectorOfWork, Steven Spielberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steven Spielberg Context triple: [Mayor Larry Vaughn, filmDirectorOfWork, 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: filmDirectorOfWork Context triple: [Mayor Larry Vaughn, filmDirectorOfWork, Steven Spielberg]
-
A.
genreOfWorkDirected
Indicates that a person has directed a work (such as a film, show, or performance) belonging to a specified genre.
-
B.
filmDirection
chosen
Indicates that one entity is the director responsible for overseeing the creative and practical aspects of producing the film represented by the other entity.
-
C.
producedFilm
Indicates that one entity served as the producer (or production company) responsible for making or financing the creation of a particular film.
-
D.
featureDirectorialDebutOf
Indicates that a work (typically a film) serves as the first directorial effort of a particular director.
-
E.
coDirectedWith
Indicates that two or more entities jointly directed the same work or project.
- F. None of above.
Provenance (4 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_69a493b0f2fc81908cd227480a5356a1 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3a61b648190b1b6c932e047e161 |
completed | March 1, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac5e9b74e481908c7d8256bd180d73 |
completed | March 7, 2026, 5:21 p.m. |
| PD | Predicate disambiguation | batch_69a4b29f05f481908814bd11f235e9d0 |
completed | March 1, 2026, 9:41 p.m. |
Created at: March 1, 2026, 7:40 p.m.