Triple

T11870484
Position Surface form Disambiguated ID Type / Status
Subject West Coast District Municipality E282394 entity
Predicate includesLocalMunicipality P84684 FINISHED
Object Cederberg Local Municipality E1029907 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: Cederberg Local Municipality | Statement: [West Coast District Municipality, includesLocalMunicipality, Cederberg Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cederberg Local Municipality
Context triple: [West Coast District Municipality, includesLocalMunicipality, Cederberg Local Municipality]
  • A. Camdeboo Local Municipality
    Camdeboo Local Municipality was a former local government area in South Africa’s Eastern Cape province that administered the town of Graaff-Reinet and its surrounding region before being merged into a larger municipality.
  • B. Oudtshoorn Local Municipality
    Oudtshoorn Local Municipality is a local government area in South Africa’s Western Cape province that administers the town of Oudtshoorn and its surrounding communities.
  • C. Blouberg Local Municipality
    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.
  • D. Bergrivier Local Municipality chosen
    Bergrivier Local Municipality is a local government area in South Africa’s Western Cape province, known for its agricultural economy and coastal towns along the West Coast.
  • E. Stellenbosch Local Municipality
    Stellenbosch Local Municipality is a local government area in South Africa’s Western Cape province that administers the historic university town of Stellenbosch and surrounding settlements, including Franschhoek.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8be15fb2481908f514781ce2c617f completed April 10, 2026, 9:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716adaed081909a6c026f9e232381 completed May 3, 2026, 9:34 a.m.
Created at: April 8, 2026, 9:43 p.m.