Triple

T11258759
Position Surface form Disambiguated ID Type / Status
Subject Dr Kenneth Kaunda District E266506 entity
Predicate borderedBy P224 FINISHED
Object Fezile Dabi District Municipality E314025 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: Fezile Dabi District Municipality | Statement: [Dr Kenneth Kaunda District, borderedBy, Fezile Dabi District Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fezile Dabi District Municipality
Context triple: [Dr Kenneth Kaunda District, borderedBy, Fezile Dabi District Municipality]
  • A. Fezile Dabi District Municipality chosen
    Fezile Dabi District Municipality is an administrative district in South Africa’s Free State province, known for its agricultural economy and towns such as Sasolburg and Kroonstad.
  • B. Vhembe District Municipality
    Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
  • C. Sedibeng District Municipality
    Sedibeng District Municipality is a local government area in South Africa that administers the southern part of Gauteng Province, including towns such as Vereeniging and Vanderbijlpark.
  • D. Sekhukhune District Municipality
    Sekhukhune District Municipality is a local government area in South Africa responsible for administering and coordinating municipal services in the southeastern part of Limpopo province.
  • E. Alfred Nzo District Municipality
    Alfred Nzo District Municipality is a local government district in South Africa’s Eastern Cape province, named after anti-apartheid activist Alfred Nzo and comprising several rural towns and 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e936cb048190b4d6fb2851ef8932 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e6241c42fc8190a8539406248a535c completed April 20, 2026, 1:03 p.m.
Created at: April 8, 2026, 9:31 p.m.