Triple
T9509837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ugu District Municipality |
E229363
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | Ugu District Municipality Council |
E229363
|
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: Ugu District Municipality Council | Statement: [Ugu District Municipality, governingBody, Ugu District Municipality Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ugu District Municipality Council Context triple: [Ugu District Municipality, governingBody, Ugu District Municipality Council]
-
A.
Ugu District Municipality
chosen
Ugu District Municipality is a local government district in the KwaZulu-Natal province of South Africa that includes coastal towns such as Port Shepstone.
-
B.
Umguza Rural District Council
Umguza Rural District Council is the local government authority responsible for administering and providing services in the predominantly rural Umguza district of Zimbabwe.
-
C.
Ngwathe Local Municipality Council
The Ngwathe Local Municipality Council is the elected legislative and decision-making body responsible for governing the Ngwathe Local Municipality in South Africa’s Free State province.
-
D.
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.
-
E.
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.
- 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9857058881909e0a40e2024a7b4c |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d13a31600c8190a4a7ecb5231caa36 |
completed | April 4, 2026, 4:20 p.m. |
Created at: March 30, 2026, 7:58 p.m.