Triple

T22631885
Position Surface form Disambiguated ID Type / Status
Subject Ngcobo, Cape Province, Union of South Africa E558573 entity
Predicate governingBody P46 FINISHED
Object Ngcobo 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: Ngcobo Local Municipality | Statement: [Ngcobo, Cape Province, Union of South Africa, governingBody, Ngcobo Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngcobo Local Municipality
Context triple: [Ngcobo, Cape Province, Union of South Africa, governingBody, Ngcobo Local Municipality]
  • A. Ngcobo Local Municipality chosen
    Ngcobo Local Municipality is a local government area in South Africa’s Eastern Cape province that administers the town of Ngcobo and its surrounding rural communities.
  • B. Nquthu Local Municipality
    Nquthu Local Municipality is a local government area in the uMzinyathi District of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its predominantly rural communities.
  • C. Ngqushwa Local Municipality
    Ngqushwa Local Municipality is a local government area in South Africa’s Eastern Cape province, forming part of the Amathole District and encompassing mainly rural communities and small towns.
  • D. Nyandeni Local Municipality
    Nyandeni Local Municipality is a local government area in South Africa’s Eastern Cape province, known for its predominantly rural communities and traditional Xhosa cultural heritage.
  • E. Umsobomvu Local Municipality
    Umsobomvu Local Municipality is a former local government area in South Africa’s Northern Cape Province that administered small towns and rural communities including Colesberg.
  • 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_69e245467d9881908d6985bd0db7a1f1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17009ecb0819082f94505b0e2c5b8 completed April 29, 2026, 2:42 a.m.
Created at: April 17, 2026, 3:02 p.m.