Triple
T8080498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Higher Education and Training |
E188600
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object | Department of Basic Education (South Africa) |
E188599
|
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 Basic Education (South Africa) | Statement: [Department of Higher Education and Training, worksWith, 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: [Department of Higher Education and Training, worksWith, 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.
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.
-
C.
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.
-
D.
KwaZulu-Natal Department of Education
The KwaZulu-Natal Department of Education is the provincial government body responsible for overseeing and administering public schooling and education policy in South Africa’s KwaZulu-Natal province.
-
E.
Northern Cape Department of Education
The Northern Cape Department of Education is the provincial government body responsible for overseeing public schooling and education policy in South Africa’s Northern Cape province.
- 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_69ca82b662e88190b9323daab8c28a21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb40a504d48190ace96e814d99b182 |
completed | March 31, 2026, 3:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc93eddef48190b5f499a5b52428c8 |
completed | April 1, 2026, 3:41 a.m. |
Created at: March 30, 2026, 5:28 p.m.