Triple

T22296175
Position Surface form Disambiguated ID Type / Status
Subject Blouberg Local Municipality E551126 entity
Predicate hasGoverningBody P760 FINISHED
Object Blouberg 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: Blouberg Local Municipality Council | Statement: [Blouberg Local Municipality, hasGoverningBody, Blouberg Local Municipality Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blouberg Local Municipality Council
Context triple: [Blouberg Local Municipality, hasGoverningBody, Blouberg Local Municipality Council]
  • A. Blouberg Local Municipality chosen
    Blouberg Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural communities.
  • B. Overberg District Municipality Council
    The Overberg District Municipality Council is the elected legislative and decision-making body responsible for overseeing governance, service delivery, and development planning in South Africa’s Overberg District.
  • C. Dr Beyers Naudé Local Municipality
    Dr Beyers Naudé Local Municipality is a local government area in South Africa’s Eastern Cape province, named after anti-apartheid cleric Beyers Naudé and administered from the town of Graaff-Reinet.
  • D. Langeberg Local Municipality
    Langeberg Local Municipality is a local government area in South Africa’s Western Cape province that administers several rural towns and farming communities, including Bonnievale.
  • E. 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.
  • 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_69e11e45fb848190a1b2ae21296e3a5f completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1571fe76c8190a40b3679802a5475 completed April 29, 2026, 12:56 a.m.
Created at: April 16, 2026, 8:41 p.m.