Triple

T4739072
Position Surface form Disambiguated ID Type / Status
Subject Durban University of Technology E105193 entity
Predicate governedBy P46 FINISHED
Object Department of Higher Education and Training (South Africa) E188600 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: Department of Higher Education and Training (South Africa) | Statement: [Durban University of Technology, governedBy, Department of Higher Education and Training (South Africa)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Higher Education and Training (South Africa)
Context triple: [Durban University of Technology, governedBy, Department of Higher Education and Training (South Africa)]
  • 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. 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.
  • C. Department of Higher Education
    The Department of Higher Education is the Indian government body responsible for overseeing universities, colleges, and the overall higher education system in the country.
  • D. Department of Basic Education
    The Department of Basic Education is the South African government ministry responsible for overseeing primary and secondary schooling, curriculum development, and education policy implementation nationwide.
  • E. Walter Sisulu University
    Walter Sisulu University is a South African public university named after anti-apartheid activist Walter Sisulu, serving the Eastern Cape region through multiple campuses and a focus on community-oriented 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_69bd43ef87a48190a5bc3600711aa032 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6485d690819098dc4a974516da6b completed March 20, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10b8e7ec81908cc1ec9b94a6bee4 completed March 21, 2026, 3:30 a.m.
Created at: March 20, 2026, 1:19 p.m.