Triple

T16710516
Position Surface form Disambiguated ID Type / Status
Subject Doug Emhoff E406093 entity
Predicate educatedAt P5 FINISHED
Object University of Southern California Gould School of Law E236751 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 Gould School of Law | Statement: [Doug Emhoff, educatedAt, University of Southern California Gould School of Law]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Southern California Gould School of Law
Context triple: [Doug Emhoff, educatedAt, University of Southern California Gould School of Law]
  • A. USC Gould School of Law chosen
    USC Gould School of Law is the law school of the University of Southern California, known for its strong programs in public interest law, business law, and interdisciplinary legal studies in Los Angeles.
  • B. UCLA School of Law
    UCLA School of Law is a leading public law school in Los Angeles known for its strong programs in public interest law, critical race studies, and entertainment law.
  • C. Loyola Law School
    Loyola Law School is a prominent Los Angeles-based law school known for its strong advocacy programs and notable alumni in the legal and public spheres.
  • D. William Mitchell College of Law
    William Mitchell College of Law was an independent law school in St. Paul, Minnesota, known for its practical, skills-focused legal education and evening programs for working students.
  • E. University of San Francisco School of Law
    The University of San Francisco School of Law is a private, Jesuit-affiliated law school in San Francisco known for its programs in public interest law, social justice, and practical legal training.
  • 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_69d8838db21081909589220fd71440a4 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3865186b48190bb45a761f5cf1a83 completed April 18, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d3adef081908692a4a86d7a0779 completed May 10, 2026, 2:59 p.m.
Created at: April 10, 2026, 5:20 a.m.