Triple

T13868612
Position Surface form Disambiguated ID Type / Status
Subject DeVon Franklin E333392 entity
Predicate almaMater P5 FINISHED
Object University of Southern California 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: University of Southern California Marshall School of Business | Statement: [DeVon Franklin, almaMater, University of Southern California Marshall School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Southern California Marshall School of Business
Context triple: [DeVon Franklin, almaMater, University of Southern California 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. Duke University School of Business
    Duke University School of Business, now known as the Fuqua School of Business, is Duke University's graduate business school renowned for its MBA and other management programs.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de05c530148190b11704300bbd5f9b completed April 14, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce6df2ac819089024b9ede7b205f completed May 3, 2026, 10:38 p.m.
Created at: April 9, 2026, 10:14 p.m.