Triple

T12608755
Position Surface form Disambiguated ID Type / Status
Subject UJ Library E301054 entity
Predicate affiliation P10 FINISHED
Object University of Johannesburg College of Business and Economics E54852 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 Johannesburg College of Business and Economics | Statement: [UJ Library, affiliation, University of Johannesburg College of Business and Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Johannesburg College of Business and Economics
Context triple: [UJ Library, affiliation, University of Johannesburg College of Business and Economics]
  • A. Gordon Institute of Business Science
    Gordon Institute of Business Science is a leading South African business school known for its MBA and executive education programmes.
  • B. Graduate School of Business, University of Cape Town
    The Graduate School of Business at the University of Cape Town is a leading African business school renowned for its MBA and executive education programs and its focus on emerging market leadership and innovation.
  • C. University of Johannesburg chosen
    The University of Johannesburg is a major South African public university known for its diverse academic programs and strong research output, located in the city of Johannesburg.
  • D. College of Accounting, University of Cape Town
    The College of Accounting at the University of Cape Town is a leading South African academic unit that provides professional accounting education, training, and research aligned with national and international accreditation standards.
  • E. UNISA Graduate School of Business Leadership
    UNISA Graduate School of Business Leadership is a prominent South African business school of the University of South Africa, specializing in postgraduate and executive management education.
  • 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954e90efc81909951dbe698afa851 completed April 10, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ecf3e248190868c1eb864191f8b completed May 2, 2026, 8:30 p.m.
Created at: April 9, 2026, 5:11 p.m.