Triple

T15246941
Position Surface form Disambiguated ID Type / Status
Subject Malibu campus E364406 entity
Predicate hasAcademicDivision P50 FINISHED
Object Graziadio Business School (Malibu programs) E367804 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: Graziadio Business School (Malibu programs) | Statement: [Malibu campus, hasAcademicDivision, Graziadio Business School (Malibu programs)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graziadio Business School (Malibu programs)
Context triple: [Malibu campus, hasAcademicDivision, Graziadio Business School (Malibu programs)]
  • A. Graziadio Business School chosen
    Graziadio Business School is Pepperdine University's graduate business school, known for its MBA and business-related degree programs emphasizing ethical leadership and entrepreneurship.
  • B. Palumbo-Donahue School of Business
    Palumbo-Donahue School of Business is the business school of Duquesne University, offering undergraduate and graduate programs with a focus on ethical leadership and sustainability in business.
  • C. Orfalea College of Business
    Orfalea College of Business is the business school of California Polytechnic State University in San Luis Obispo, known for its hands-on, "Learn by Doing" approach to business education.
  • D. USC Marshall School of Business
    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.
  • E. 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.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007f4f9d48190b96a7e0c6993cd69 completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd491cd881908bad9660af9b6b8f completed May 9, 2026, 7:07 a.m.
Created at: April 10, 2026, 3:13 a.m.