Triple

T11976298
Position Surface form Disambiguated ID Type / Status
Subject Emfuleni Local Municipality E285048 entity
Predicate borderedBy P224 FINISHED
Object Ngwathe Local Municipality E406478 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: Ngwathe Local Municipality | Statement: [Emfuleni Local Municipality, borderedBy, Ngwathe Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngwathe Local Municipality
Context triple: [Emfuleni Local Municipality, borderedBy, Ngwathe Local Municipality]
  • A. Ngwathe Local Municipality chosen
    Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
  • B. Umvoti Local Municipality
    Umvoti Local Municipality is a local government area in the KwaZulu-Natal province of South Africa, centered around the town of Greytown and responsible for providing municipal services and governance to its surrounding communities.
  • C. Thulamela Local Municipality
    Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
  • D. Okhahlamba Local Municipality
    Okhahlamba Local Municipality is a local government area in the uThukela District of KwaZulu-Natal, South Africa, known for encompassing much of the Drakensberg mountain region and its surrounding rural communities.
  • E. Umdoni Local Municipality
    Umdoni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its constituent 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_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_69f78ac420788190b12167aef7436c64 completed May 3, 2026, 5:49 p.m.
Created at: April 8, 2026, 9:46 p.m.