Triple

T13364585
Position Surface form Disambiguated ID Type / Status
Subject Namakwa District Municipality E318905 entity
Predicate hasLocalMunicipality P47323 FINISHED
Object Karoo Hoogland Local Municipality E318904 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: Karoo Hoogland Local Municipality | Statement: [Namakwa District Municipality, hasLocalMunicipality, Karoo Hoogland Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Karoo Hoogland Local Municipality
Context triple: [Namakwa District Municipality, hasLocalMunicipality, Karoo Hoogland Local Municipality]
  • A. Karoo Hoogland Local Municipality chosen
    Karoo Hoogland Local Municipality is a sparsely populated local government area in South Africa’s Northern Cape, encompassing remote Karoo towns such as Sutherland and known for its arid landscapes and astronomical observatories.
  • 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. Central Karoo District Municipality
    Central Karoo District Municipality is a sparsely populated local government region in the semi-arid Karoo heartland of South Africa’s Western Cape, known for its vast open landscapes and sheep farming.
  • D. 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.
  • E. 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.
  • 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69da628c71ac81908cfa36342077766e completed April 11, 2026, 3:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe9db383cc8190b1c65d202785838a completed May 9, 2026, 2:36 a.m.
Created at: April 9, 2026, 9:32 p.m.