Triple

T22631867
Position Surface form Disambiguated ID Type / Status
Subject Ngcobo, Cape Province, Union of South Africa E558573 entity
Predicate partOf P40 FINISHED
Object Chris Hani District 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: Chris Hani District Municipality | Statement: [Ngcobo, Cape Province, Union of South Africa, partOf, Chris Hani District Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chris Hani District Municipality
Context triple: [Ngcobo, Cape Province, Union of South Africa, partOf, Chris Hani District Municipality]
  • A. Chris Hani District Municipality chosen
    Chris Hani District Municipality is a local government district in South Africa’s Eastern Cape province, named after anti-apartheid leader Chris Hani and encompassing several towns and rural communities.
  • B. Winnie Madikizela-Mandela Local Municipality
    Winnie Madikizela-Mandela Local Municipality is a local government area in the Eastern Cape province of South Africa, named in honor of anti-apartheid activist Winnie Madikizela-Mandela and centered around the town of Bizana.
  • C. O.R. Tambo District Municipality
    O.R. Tambo District Municipality is a local government district in South Africa’s Eastern Cape province, known for encompassing rural communities including the birthplace of Nelson Mandela.
  • D. 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.
  • 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 (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.