Triple

T16726594
Position Surface form Disambiguated ID Type / Status
Subject Ngwathe Local Municipality E406478 entity
Predicate hasGovernmentBody P2820 FINISHED
Object Ngwathe Local Municipality Council E406479 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: Ngwathe Local Municipality Council | Statement: [Ngwathe Local Municipality, hasGovernmentBody, Ngwathe Local Municipality Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngwathe Local Municipality Council
Context triple: [Ngwathe Local Municipality, hasGovernmentBody, Ngwathe Local Municipality Council]
  • A. Ngwathe Local Municipality Council chosen
    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.
  • B. Ngwathe Local Municipality
    Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
  • 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. Mahikeng Local Municipality Council
    The Mahikeng Local Municipality Council is the elected legislative and executive body responsible for local governance, service delivery, and municipal administration in the Mahikeng area of South Africa’s North West Province.
  • 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_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.