Triple

T5005405
Position Surface form Disambiguated ID Type / Status
Subject University of South Florida E112477 entity
Predicate hasCollege P113 FINISHED
Object USF Muma College of Business E122831 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: USF Muma College of Business | Statement: [University of South Florida, hasCollege, USF Muma College of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USF Muma College of Business
Context triple: [University of South Florida, hasCollege, USF Muma College of Business]
  • A. Muma College of Business chosen
    Muma College of Business is the business school of the University of South Florida, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • B. Ivey Business School
    Ivey Business School is a leading Canadian business school renowned for its case-based teaching approach and strong MBA and executive education programs.
  • C. Warrington College of Business
    Warrington College of Business is the University of Florida’s business school, offering undergraduate, graduate, and professional programs in business and related fields.
  • D. University of South Florida
    The University of South Florida is a large public research university based in Tampa, Florida, known for its diverse academic programs and significant contributions to research and innovation.
  • E. Opus College of Business
    Opus College of Business is the business school of the University of St. Thomas, offering undergraduate and graduate programs in areas such as management, finance, marketing, and entrepreneurship.
  • 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_69bd4433d0b08190877e83959ef40d81 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd72e63a0c8190abf697c2e3dc2bf0 completed March 20, 2026, 4:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9261ef088190a012d55294b9e3c2 completed March 21, 2026, 12:43 p.m.
Created at: March 20, 2026, 1:35 p.m.