Triple

T2966102
Position Surface form Disambiguated ID Type / Status
Subject University Park E80166 entity
Predicate contains P35 FINISHED
Object USC Marshall School of Business E177760 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 Marshall School of Business | Statement: [University Park, contains, USC Marshall School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USC Marshall School of Business
Context triple: [University Park, contains, USC Marshall School of Business]
  • A. USC Marshall School of Business chosen
    USC Marshall School of Business is the University of Southern California’s renowned business school, known for its strong programs in entrepreneurship, global business, and accounting.
  • B. UCLA Anderson School of Management
    UCLA Anderson School of Management is a leading graduate business school at the University of California, Los Angeles, renowned for its MBA and other management programs.
  • C. Haas School of Business
    The Haas School of Business is the business school of the University of California, Berkeley, renowned for its programs in entrepreneurship, finance, and innovation.
  • D. W. P. Carey School of Business
    W. P. Carey School of Business is a major public business school known for its highly ranked programs in areas such as supply chain management, finance, and information systems.
  • E. Stanford Graduate School of Business
    Stanford Graduate School of Business is a leading graduate business school at Stanford University known for its highly selective MBA program, influential research, and strong ties to Silicon Valley.
  • 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_69ad8b1341848190bd19dbf46892887d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad995a28e88190a4d6b9ef2c0d8e61 completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc9fcfa48190a5e23ec1f3f01038 completed March 11, 2026, 5:24 a.m.
Created at: March 8, 2026, 2:58 p.m.