Triple

T11976297
Position Surface form Disambiguated ID Type / Status
Subject Emfuleni Local Municipality E285048 entity
Predicate borderedBy P224 FINISHED
Object Metsimaholo Local Municipality E309053 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: Metsimaholo Local Municipality | Statement: [Emfuleni Local Municipality, borderedBy, Metsimaholo Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Metsimaholo Local Municipality
Context triple: [Emfuleni Local Municipality, borderedBy, Metsimaholo Local Municipality]
  • A. Metsimaholo Local Municipality chosen
    Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
  • 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. 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.
  • D. 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.
  • E. Maruleng Local Municipality
    Maruleng Local Municipality is a local government area in South Africa’s Limpopo province, known for its rural communities and proximity to major wildlife and tourism attractions such as the Kruger National Park.
  • 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_69d6ab2eaeb881909f7914758f859413 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903926690819090e7ce982f103457 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f6d57fc8190ac2752f6fd5decd3 completed May 3, 2026, 5:01 p.m.
Created at: April 8, 2026, 9:46 p.m.