Triple

T22063949
Position Surface form Disambiguated ID Type / Status
Subject Minister of Higher Education, Science and Innovation of South Africa E545220 entity
Predicate oversees P46 FINISHED
Object South African Qualifications Authority — 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 Qualifications Authority | Statement: [Minister of Higher Education, Science and Innovation of South Africa, oversees, South African Qualifications Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South African Qualifications Authority
Context triple: [Minister of Higher Education, Science and Innovation of South Africa, oversees, South African Qualifications Authority]
  • A. South African Qualifications Authority chosen
    The South African Qualifications Authority is a statutory body responsible for overseeing the development, implementation, and quality assurance of the National Qualifications Framework in South Africa.
  • B. South African Council for Educators
    The South African Council for Educators is a statutory professional body responsible for regulating, developing, and upholding ethical and professional standards for teachers in South Africa.
  • C. 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.
  • D. Kenya National Qualifications Authority
    The Kenya National Qualifications Authority is a government agency responsible for developing, managing, and coordinating a national qualifications framework to ensure comparability, quality, and recognition of education and training in Kenya.
  • E. New Zealand Qualifications Authority
    The New Zealand Qualifications Authority is the government agency responsible for overseeing and regulating the national qualifications framework and ensuring the quality and standards of education and assessment in New Zealand.
  • 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_69e11e344dfc81909b1d88a7221329c7 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12881f9e0819091b8e6d8ff6802bd completed April 28, 2026, 9:37 p.m.
Created at: April 16, 2026, 8:27 p.m.