Triple
T16726643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngwathe Local Municipality Council |
E406479
|
entity |
| Predicate | supervisingAuthority |
P1330
|
FINISHED |
| Object | Department of Cooperative Governance and Traditional Affairs |
E992753
|
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 Cooperative Governance and Traditional Affairs | Statement: [Ngwathe Local Municipality Council, supervisingAuthority, Department of Cooperative Governance and Traditional Affairs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Cooperative Governance and Traditional Affairs Context triple: [Ngwathe Local Municipality Council, supervisingAuthority, Department of Cooperative Governance and Traditional Affairs]
-
A.
Department of Cooperative Governance and Traditional Affairs (South Africa)
chosen
The Department of Cooperative Governance and Traditional Affairs (South Africa) is a national government department responsible for overseeing local government, promoting cooperative governance across spheres of the state, and supporting traditional leadership institutions.
-
B.
Minister of Cooperative Governance and Traditional Affairs of South Africa
The Minister of Cooperative Governance and Traditional Affairs of South Africa is the cabinet official responsible for overseeing local government, intergovernmental relations, and traditional leadership institutions within the country.
-
C.
Government of the Eastern Cape
The Government of the Eastern Cape is the provincial authority responsible for governing South Africa’s Eastern Cape province, overseeing its administration, public services, and development.
-
D.
Department of Justice and Constitutional Development (South Africa)
The Department of Justice and Constitutional Development (South Africa) is the national government department responsible for administering the justice system, upholding the Constitution, and promoting and protecting human rights in the country.
-
E.
Gauteng Provincial Government
The Gauteng Provincial Government is the executive authority responsible for governing South Africa’s Gauteng province, which includes major urban centers like Johannesburg and Pretoria.
- 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_69d8838f242881908abd8bc138795886 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e38747e43c8190a44487c4a9c94c7b |
completed | April 18, 2026, 1:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d4627b8819087bbd3ae85a67dfc |
completed | May 10, 2026, 2:59 p.m. |
Created at: April 10, 2026, 5:20 a.m.