Triple

T23474711
Position Surface form Disambiguated ID Type / Status
Subject Thaba Chweu Local Municipality E570226 entity
Predicate governingBody P46 FINISHED
Object Thaba Chweu Local Municipality Council — NE NERFINISHED

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: Thaba Chweu Local Municipality Council | Statement: [Thaba Chweu Local Municipality, governingBody, Thaba Chweu Local Municipality Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thaba Chweu Local Municipality Council
Context triple: [Thaba Chweu Local Municipality, governingBody, Thaba Chweu Local Municipality Council]
  • A. Thaba Chweu Local Municipality chosen
    Thaba Chweu Local Municipality is a local government area in Mpumalanga, South Africa, known for encompassing the historic gold-mining town of Pilgrim’s Rest and parts of the scenic Panorama Route.
  • B. Inxuba Yethemba Local Municipality Council
    The Inxuba Yethemba Local Municipality Council is the elected local government body responsible for municipal administration and service delivery in the Inxuba Yethemba area of South Africa’s Eastern Cape, including the town of Cradock.
  • C. Collins Chabane Local Municipality
    Collins Chabane Local Municipality is a local government area in South Africa’s Limpopo province, formed in 2016 and named after anti-apartheid activist and minister Collins Chabane.
  • D. Kweneng District Council
    Kweneng District Council is the local government authority responsible for administering and providing municipal services within Botswana’s Kweneng District.
  • E. Makhuduthamaga Local Municipality
    Makhuduthamaga Local Municipality is a rural local municipality in Limpopo Province, South Africa, situated in the Sekhukhune District and comprising several villages and small towns.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e245af8a88819084f2704f6d265a92 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a704e2a48190acb55f77a2124412 completed April 29, 2026, 6:36 a.m.
Created at: April 17, 2026, 6 p.m.