Triple

T13900046
Position Surface form Disambiguated ID Type / Status
Subject Kamieskroon E334193 entity
Predicate locatedInMunicipality P40 FINISHED
Object Kamiesberg Local Municipality E1129658 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: Kamiesberg Local Municipality | Statement: [Kamieskroon, locatedInMunicipality, Kamiesberg Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kamiesberg Local Municipality
Context triple: [Kamieskroon, locatedInMunicipality, Kamiesberg Local Municipality]
  • A. Kamiesberg Local Municipality chosen
    Kamiesberg Local Municipality is a local government area in South Africa’s Northern Cape, known for its sparsely populated semi-desert landscapes and seasonal wildflower displays.
  • B. Matzikama Local Municipality
    Matzikama Local Municipality is a local government area in South Africa’s Western Cape province, situated within the West Coast region and encompassing several rural and semi-urban communities.
  • C. 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.
  • D. Khâi-Ma Local Municipality
    Khâi-Ma Local Municipality is a local government area in South Africa’s Northern Cape province, forming part of the sparsely populated, semi-arid Namakwa region.
  • E. 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.
  • 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_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25d8897881908b770cdb565898d4 completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90815b64819082715292f6088c74 completed May 9, 2026, 7:52 p.m.
Created at: April 9, 2026, 10:15 p.m.