Triple

T22751895
Position Surface form Disambiguated ID Type / Status
Subject Govan Mbeki Local Municipality E562722 entity
Predicate borderedBy P224 FINISHED
Object Lekwa 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: Lekwa Local Municipality | Statement: [Govan Mbeki Local Municipality, borderedBy, Lekwa Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lekwa Local Municipality
Context triple: [Govan Mbeki Local Municipality, borderedBy, Lekwa Local Municipality]
  • A. Lekwa Local Municipality chosen
    Lekwa Local Municipality is a local government area in the Mpumalanga province of South Africa that administers the town of Standerton and its surrounding communities.
  • B. Ngwathe Local Municipality
    Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
  • 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. 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. 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.
  • 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_69e24551ec7881909a9c924dbea155f6 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f179b9ac348190bff4dc470931f7e3 completed April 29, 2026, 3:23 a.m.
Created at: April 17, 2026, 3:24 p.m.