Triple
T22856109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flavius Mareka TVET College |
E566485
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object | Department of Higher Education and Training of South Africa |
—
|
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: Department of Higher Education and Training of South Africa | Statement: [Flavius Mareka TVET College, governedBy, 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: [Flavius Mareka TVET College, governedBy, 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.
South African education authorities
South African education authorities are the national and provincial government bodies responsible for setting policy, standards, and oversight for the country’s schooling system.
- 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_69e2458750b481908a8e4cf4609cc6cf |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17ebc6a088190890f2474f18a10eb |
completed | April 29, 2026, 3:45 a.m. |
Created at: April 17, 2026, 3:37 p.m.