Triple

T11399500
Position Surface form Disambiguated ID Type / Status
Subject Cape Winelands District Municipality E270069 entity
Predicate contains P35 FINISHED
Object Stellenbosch Local Municipality E311723 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: Stellenbosch Local Municipality | Statement: [Cape Winelands District Municipality, contains, Stellenbosch Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stellenbosch Local Municipality
Context triple: [Cape Winelands District Municipality, contains, Stellenbosch Local Municipality]
  • A. Stellenbosch Local Municipality chosen
    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.
  • B. 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.
  • C. Baviaans Local Municipality
    Baviaans Local Municipality was a former local government area in South Africa’s Eastern Cape province, known for its sparsely populated rural landscape and the Baviaanskloof wilderness region.
  • D. Swartland Local Municipality
    Swartland Local Municipality is a local government area in the Western Cape province of South Africa, known for its agricultural landscape and towns such as Malmesbury and Riebeek-Wes.
  • E. Breede Valley Local Municipality
    Breede Valley Local Municipality is a local government area in South Africa’s Western Cape province that administers towns such as Worcester and surrounding rural communities.
  • 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_69d6aacdbc6c8190af6dc3d5f5d22836 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d8001adc188190ae45227856156412 completed April 9, 2026, 7:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f62fa15081909e7c71d8feda7391 completed May 2, 2026, 1:03 p.m.
Created at: April 8, 2026, 9:34 p.m.