Triple

T16726613
Position Surface form Disambiguated ID Type / Status
Subject Ngwathe Local Municipality Council E406479 entity
Predicate locatedIn P40 FINISHED
Object Ngwathe Local Municipality E406478 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 | Statement: [Ngwathe Local Municipality Council, locatedIn, Ngwathe Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngwathe Local Municipality
Context triple: [Ngwathe Local Municipality Council, locatedIn, Ngwathe Local Municipality]
  • A. Ngwathe Local Municipality chosen
    Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
  • B. Ngqushwa Local Municipality
    Ngqushwa Local Municipality is a local government area in South Africa’s Eastern Cape province, forming part of the Amathole District and encompassing mainly rural communities and small towns.
  • C. Moqhaka Local Municipality
    Moqhaka Local Municipality is a local government area in South Africa’s Free State province that includes the town of Kroonstad and surrounding communities.
  • D. Umvoti Local Municipality
    Umvoti Local Municipality is a local government area in the KwaZulu-Natal province of South Africa, centered around the town of Greytown and responsible for providing municipal services and governance to its surrounding communities.
  • E. Tswelopele Local Municipality
    Tswelopele Local Municipality is a local government area in South Africa’s Free State province, responsible for providing municipal services and administration within its jurisdiction.
  • 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_6a00d44d0a6c819099d9bbef51001846 completed May 10, 2026, 6:54 p.m.
Created at: April 10, 2026, 5:20 a.m.