Triple
T10765833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universities South Africa |
E253951
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Department of Higher Education and Training |
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 | Statement: [Universities South Africa, collaboratesWith, Department of Higher Education and Training]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Higher Education and Training Context triple: [Universities South Africa, collaboratesWith, Department of Higher Education and Training]
-
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 Higher Education
The Department of Higher Education is the Indian government body responsible for overseeing universities, colleges, and the overall higher education system in 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.
Department of Education and Training
The Department of Education and Training was a post-apartheid South African government department responsible for overseeing and reforming the national education and training system.
-
E.
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.
- 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_69d6aa5f54f4819082d0bbcb6f8797e6 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d7322d3a9c81909e58f6064643b814 |
completed | April 9, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de235fe7748190ba004f889da389ff |
completed | April 14, 2026, 11:22 a.m. |
Created at: April 8, 2026, 9:16 p.m.