Triple
T8907540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uMzinyathi District Municipality |
E212098
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | uMzinyathi District Municipality Council |
E212098
|
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: uMzinyathi District Municipality Council | Statement: [uMzinyathi District Municipality, governingBody, uMzinyathi District Municipality Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: uMzinyathi District Municipality Council Context triple: [uMzinyathi District Municipality, governingBody, uMzinyathi District Municipality Council]
-
A.
uMzinyathi District Municipality
chosen
uMzinyathi District Municipality is a local government district in KwaZulu-Natal, South Africa, encompassing several towns and rural areas including Greytown.
-
B.
Msunduzi Local Municipality Council
The Msunduzi Local Municipality Council is the elected local government body responsible for municipal governance, service delivery, and policy-making in the city of Pietermaritzburg and its surrounding areas in South Africa.
-
C.
Mogale City Local Municipality Council
The Mogale City Local Municipality Council is the elected municipal governing body responsible for local governance and service delivery in the Mogale City area, which includes Krugersdorp in Gauteng, South Africa.
-
D.
Mandla Municipal Council
Mandla Municipal Council is the local self-governing urban body responsible for administering and providing civic services in the town of Mandla, India.
-
E.
uMgungundlovu District Municipality
uMgungundlovu District Municipality is a local government district in KwaZulu-Natal, South Africa, that includes the provincial capital Pietermaritzburg and surrounding areas.
- 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_69ca839255248190b43984294abd92ae |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc64c6a87c81909331a39619f913c0 |
completed | April 1, 2026, 12:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfba31fc148190a8dbe378694dcc32 |
completed | April 3, 2026, 1:01 p.m. |
Created at: March 30, 2026, 6:55 p.m.