Triple

T17671970
Position Surface form Disambiguated ID Type / Status
Subject George Local Municipality E440540 entity
Predicate borderedBy P224 FINISHED
Object Oudtshoorn Local Municipality — 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: Oudtshoorn Local Municipality | Statement: [George Local Municipality, borderedBy, Oudtshoorn Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oudtshoorn Local Municipality
Context triple: [George Local Municipality, borderedBy, Oudtshoorn Local Municipality]
  • A. Oudtshoorn Local Municipality chosen
    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.
  • B. Cederberg Local Municipality
    Cederberg Local Municipality is a local government area in the Western Cape province of South Africa, known for its rugged Cederberg mountain range, rock formations, and citrus farming.
  • 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. 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. Knysna Local Municipality
    Knysna Local Municipality is a coastal local government area in South Africa’s Western Cape, centered on the town of Knysna and known for its forests, lagoon, and tourism-driven economy.
  • 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_69d8b9e87e18819087104a44dc4dc5b1 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46f69b11c8190b09add33f81776b3 completed April 19, 2026, 6 a.m.
Created at: April 10, 2026, 9:59 a.m.