Triple

T23532615
Position Surface form Disambiguated ID Type / Status
Subject Modimolle E576610 entity
Predicate municipality P852 FINISHED
Object Modimolle–Mookgophong Local Municipality — NE NERFINISHED

How this triple was built (3 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: Modimolle–Mookgophong Local Municipality | Statement: [Modimolle, municipality, Modimolle–Mookgophong Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Modimolle–Mookgophong Local Municipality
Context triple: [Modimolle, municipality, Modimolle–Mookgophong Local Municipality]
  • A. Kagisano-Molopo Local Municipality
    Kagisano-Molopo Local Municipality is a rural local municipality in South Africa’s North West province, known for its dispersed settlements and cross-border location near Botswana.
  • B. Molemole Local Municipality
    Molemole Local Municipality is a local government area in the Capricorn District of Limpopo Province, South Africa, responsible for providing municipal services and local administration to its communities.
  • C. Mpofana Local Municipality
    Mpofana Local Municipality is a local government area in South Africa’s KwaZulu-Natal province, responsible for providing municipal services and administration within its jurisdiction.
  • D. Moqhaka Local Municipality
    Moqhaka Local Municipality is a local government area in South Africa’s Free State province that includes the town of Kroonstad and surrounding communities.
  • E. Ramotshere Moiloa Local Municipality
    Ramotshere Moiloa Local Municipality is a local government area in South Africa’s North West Province that administers the town of Zeerust and its surrounding rural communities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Modimolle–Mookgophong Local Municipality
Target entity description: Modimolle–Mookgophong Local Municipality is a local government area in South Africa’s Limpopo province that administers the town of Modimolle and its surrounding communities.
  • A. Kagisano-Molopo Local Municipality
    Kagisano-Molopo Local Municipality is a rural local municipality in South Africa’s North West province, known for its dispersed settlements and cross-border location near Botswana.
  • B. Molemole Local Municipality
    Molemole Local Municipality is a local government area in the Capricorn District of Limpopo Province, South Africa, responsible for providing municipal services and local administration to its communities.
  • C. Mpofana Local Municipality
    Mpofana Local Municipality is a local government area in South Africa’s KwaZulu-Natal province, responsible for providing municipal services and administration within its jurisdiction.
  • D. Moqhaka Local Municipality
    Moqhaka Local Municipality is a local government area in South Africa’s Free State province that includes the town of Kroonstad and surrounding communities.
  • E. Ramotshere Moiloa Local Municipality
    Ramotshere Moiloa Local Municipality is a local government area in South Africa’s North West Province that administers the town of Zeerust and its surrounding rural communities.
  • F. None of above. chosen

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_69e245f5a8848190a2ba42e271c6c31f completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1ac79800081908907bce55b9c68cf completed April 29, 2026, 7 a.m.
Created at: April 17, 2026, 6:10 p.m.