Triple

T16268828
Position Surface form Disambiguated ID Type / Status
Subject Walter Sisulu University E394942 entity
Predicate affiliation P10 FINISHED
Object Department of Higher Education and Training of 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 of South Africa | Statement: [Walter Sisulu University, affiliation, Department of Higher Education and Training of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Higher Education and Training of South Africa
Context triple: [Walter Sisulu University, affiliation, Department of Higher Education and Training of 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. 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.
  • C. 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.
  • D. Ministry of Training, Colleges and Universities
    The Ministry of Training, Colleges and Universities was a former Ontario government ministry responsible for overseeing postsecondary education and skills training in the province.
  • E. 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.
  • 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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245ca5c708190a1e98ab37740c032 completed April 17, 2026, 2:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017bb1d64819080f007656307f58b completed May 10, 2026, 5:29 a.m.
Created at: April 10, 2026, 5:05 a.m.