Triple
T3332435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Gray |
E70062
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | USC School of Cinematic Arts |
E102863
|
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: USC School of Cinematic Arts | Statement: [James Gray, educatedAt, USC School of Cinematic Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USC School of Cinematic Arts Context triple: [James Gray, educatedAt, USC School of Cinematic Arts]
-
A.
USC School of Cinematic Arts
chosen
The USC School of Cinematic Arts is a leading film and media school in Los Angeles renowned for training many prominent Hollywood filmmakers and industry professionals.
-
B.
UCLA School of Theater, Film and Television
The UCLA School of Theater, Film and Television is a prestigious public performing arts and media school in Los Angeles known for training many influential filmmakers, actors, and entertainment professionals.
-
C.
USC School of Dramatic Arts
The USC School of Dramatic Arts is a prestigious conservatory-style drama school within the University of Southern California, renowned for training actors, writers, and theatre artists who go on to prominent careers in film, television, and stage.
-
D.
Escuela Internacional de Cine y Televisión
Escuela Internacional de Cine y Televisión is a renowned film and television school in Cuba known for its international student body and influential role in Latin American and global cinema education.
-
E.
Florida State University College of Motion Picture Arts
Florida State University College of Motion Picture Arts is a highly regarded film school within Florida State University known for training award-winning filmmakers and industry professionals.
- 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_69ad85a24f208190bcf83131bfed3521 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb19358e48190a503af01b92273a4 |
completed | March 8, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b31a867cac81909ddde955c1752ab8 |
completed | March 12, 2026, 7:56 p.m. |
Created at: March 8, 2026, 3:12 p.m.