Triple

T1416457
Position Surface form Disambiguated ID Type / Status
Subject Forest Whitaker E31928 entity
Predicate educatedAt P5 FINISHED
Object 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.
 E161713 NE FINISHED

How this triple was built (4 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 Dramatic Arts | Statement: [Forest Whitaker, educatedAt, USC School of Dramatic Arts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USC School of Dramatic Arts
Context triple: [Forest Whitaker, educatedAt, USC School of Dramatic Arts]
  • A. 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.
  • B. Yale School of Drama
    Yale School of Drama is a prestigious graduate professional school of Yale University renowned for training leading actors, directors, playwrights, and theater professionals.
  • C. American Academy of Dramatic Arts
    The American Academy of Dramatic Arts is a prestigious conservatory dedicated to training actors for stage, film, and television, known as one of the oldest acting schools in the United States.
  • D. The Theatre School
    The Theatre School is DePaul University's renowned conservatory-style drama school, offering professional training in acting, directing, design, and other theatre arts.
  • E. USC School of Cinematic Arts
    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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: USC School of Dramatic Arts
Triple: [Forest Whitaker, educatedAt, USC School of Dramatic Arts]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USC School of Dramatic Arts
Target entity description: 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.
  • A. 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.
  • B. Yale School of Drama
    Yale School of Drama is a prestigious graduate professional school of Yale University renowned for training leading actors, directors, playwrights, and theater professionals.
  • C. American Academy of Dramatic Arts
    The American Academy of Dramatic Arts is a prestigious conservatory dedicated to training actors for stage, film, and television, known as one of the oldest acting schools in the United States.
  • D. The Theatre School
    The Theatre School is DePaul University's renowned conservatory-style drama school, offering professional training in acting, directing, design, and other theatre arts.
  • E. USC School of Cinematic Arts
    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.
  • 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_69a49919a994819086528951bc224775 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c403ccdc8190b2a5fda037b6ea34 completed March 1, 2026, 10:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace5833bb88190bcaf8cf46264ab26 completed March 8, 2026, 2:57 a.m.
NEDg Description generation batch_69ace61c6f348190bba7717b1bd7f24a completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace6eeb99081908ac23a6c71faeae6 completed March 8, 2026, 3:03 a.m.
Created at: March 1, 2026, 7:59 p.m.