Triple
T22908165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gauteng Department of Education |
E568507
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Department of Basic Education (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 Basic Education (South Africa) | Statement: [Gauteng Department of Education, collaboratesWith, Department of Basic Education (South Africa)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Basic Education (South Africa) Context triple: [Gauteng Department of Education, collaboratesWith, Department of Basic Education (South Africa)]
-
A.
Department of Basic Education
chosen
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.
-
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.
Gauteng Department of Education
The Gauteng Department of Education is the provincial government body responsible for overseeing and managing public schooling and education services in South Africa’s Gauteng province.
-
D.
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.
-
E.
Department of Bantu Education
The Department of Bantu Education was the apartheid-era South African government body responsible for administering and enforcing racially segregated, inferior education for Black South Africans.
- 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_69e2458cd9e48190943ad2e34485d939 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18071b9ec81908922d5f046f7930a |
completed | April 29, 2026, 3:52 a.m. |
Created at: April 17, 2026, 3:42 p.m.