Triple

T1081137
Position Surface form Disambiguated ID Type / Status
Subject Shinzo Abe E23946 entity
Predicate educatedAt P5 FINISHED
Object University of Southern California (attended, non-degree) E32839 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: University of Southern California (attended, non-degree) | Statement: [Shinzo Abe, educatedAt, University of Southern California (attended, non-degree)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Southern California (attended, non-degree)
Context triple: [Shinzo Abe, educatedAt, University of Southern California (attended, non-degree)]
  • A. 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.
  • B. University of Southern California chosen
    The University of Southern California is a major private research university in Los Angeles known for its strong academic programs, influential alumni network, and significant contributions to fields such as film, engineering, and business.
  • C. Pepperdine University
    Pepperdine University is a private Christian research university in Malibu, California, known for its scenic coastal campus and strong programs in business, law, and the liberal arts.
  • D. Loyola University of Los Angeles
    Loyola University of Los Angeles is a private Jesuit university in Los Angeles, California, known today as Loyola Marymount University and recognized for its strong liberal arts and professional programs.
  • E. University of California, Los Angeles
    The University of California, Los Angeles (UCLA) is a leading public research university in Los Angeles renowned for its strong academic programs, influential research, and competitive athletics.
  • 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_69a493f1ddf48190a99d54b00e99f8ce completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b946af788190b400644a2dec68c3 completed March 1, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42affbac8190b6b16a1d726d0d35 completed March 7, 2026, 3:22 p.m.
Created at: March 1, 2026, 7:42 p.m.