Triple

T21717890
Position Surface form Disambiguated ID Type / Status
Subject Heidelberg, Western Cape E536078 entity
Predicate hasLocalGovernment P2820 FINISHED
Object Hessequa 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: Hessequa Local Municipality Council | Statement: [Heidelberg, Western Cape, hasLocalGovernment, Hessequa Local Municipality Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hessequa Local Municipality Council
Context triple: [Heidelberg, Western Cape, hasLocalGovernment, Hessequa Local Municipality Council]
  • A. Hessequa Local Municipality chosen
    Hessequa Local Municipality is a local government area in South Africa’s Western Cape province, known for its rural towns, agricultural activities, and coastal landscapes along the Garden Route.
  • B. 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.
  • C. 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.
  • 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 (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_69e0c46c6dd88190a595375fa6ebd701 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efd96babdc81908226ec043dbe7431 completed April 27, 2026, 9:47 p.m.
Created at: April 16, 2026, 6:47 p.m.