Triple

T19026557
Position Surface form Disambiguated ID Type / Status
Subject Durban University of Technology E465623 entity
Predicate governedBy P46 FINISHED
Object South African Department of Higher Education and Training — NE NERFINISHED

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: South African Department of Higher Education and Training | Statement: [Durban University of Technology, governedBy, South African Department of Higher Education and Training]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South African Department of Higher Education and Training
Context triple: [Durban University of Technology, governedBy, South African Department of Higher Education and Training]
  • A. Department of Higher Education and Training chosen
    The Department of Higher Education and Training is the South African government ministry responsible for overseeing universities, colleges, and post-school education and training policy and systems.
  • B. Council on Higher Education (South Africa)
    The Council on Higher Education (South Africa) is an independent statutory body responsible for advising the government on higher education policy and for quality assurance and accreditation of higher education institutions and programs in South Africa.
  • C. University of South Africa
    The University of South Africa is a major South African distance-learning institution and one of the largest universities on the African continent.
  • D. Universities South Africa
    Universities South Africa is a representative body that advocates for and coordinates the interests, policies, and development of public universities across South Africa.
  • E. Department of National Education of South Africa
    The Department of National Education of South Africa was the former national government body responsible for formulating and overseeing education policy and administration across the country.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8dd025c188190a1d81f5b4ec7e2c6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d73cace0819096bdac6dc8c17253 completed April 20, 2026, 7:35 a.m.
Created at: April 10, 2026, 12:02 p.m.