Triple

T13038934
Position Surface form Disambiguated ID Type / Status
Subject Amathole District Municipality E326636 entity
Predicate borderedBy P224 FINISHED
Object Buffalo City Metropolitan Municipality E318355 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: Buffalo City Metropolitan Municipality | Statement: [Amathole District Municipality, borderedBy, Buffalo City Metropolitan Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Buffalo City Metropolitan Municipality
Context triple: [Amathole District Municipality, borderedBy, Buffalo City Metropolitan Municipality]
  • A. Buffalo City Metropolitan Municipality chosen
    Buffalo City Metropolitan Municipality is a local government area in South Africa’s Eastern Cape province that includes the city of East London and surrounding towns such as Bhisho and King William’s Town.
  • B. Nelson Mandela Bay Metropolitan Municipality
    Nelson Mandela Bay Metropolitan Municipality is a major metropolitan area in South Africa’s Eastern Cape that encompasses the city of Gqeberha (formerly Port Elizabeth) and surrounding towns and townships.
  • C. City of Johannesburg Metropolitan Municipality
    The City of Johannesburg Metropolitan Municipality is the local government authority responsible for administering and providing services to the greater Johannesburg metropolitan area in South Africa.
  • D. North West District Municipality
    North West District Municipality is a local government area in South Africa’s North West Province that administers a largely rural region known for its rivers, agriculture, and cross-border links with Botswana.
  • E. Mangaung Metropolitan Municipality
    Mangaung Metropolitan Municipality is a local government area in South Africa’s Free State province that includes the city of Bloemfontein and its surrounding towns and settlements.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9804d8e3081909584c93df099859a completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbd2f6a481909fdd418e7ad3cc22 completed May 3, 2026, 4:15 a.m.
Created at: April 9, 2026, 8:55 p.m.