Triple

T2808904
Position Surface form Disambiguated ID Type / Status
Subject Vaal Triangle E54119 entity
Predicate hasMunicipality P847 FINISHED
Object Emfuleni Local Municipality E285048 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: Emfuleni Local Municipality | Statement: [Vaal Triangle, hasMunicipality, Emfuleni Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Emfuleni Local Municipality
Context triple: [Vaal Triangle, hasMunicipality, Emfuleni Local Municipality]
  • A. Emfuleni Local Municipality chosen
    Emfuleni Local Municipality is a local government area in South Africa’s Gauteng province that includes industrial and residential centers such as Vanderbijlpark and parts of the Vaal Triangle.
  • B. 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.
  • C. Ditsobotla Local Municipality
    Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
  • D. 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.
  • E. Merafong City Local Municipality
    Merafong City Local Municipality is a local government area in South Africa’s Gauteng province, known for its mining towns and communities within the broader West Rand region.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde3165b48190a43be5e6ad23deca completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03127f0808190841fa2572baaf5a7 completed March 10, 2026, 2:56 p.m.
Created at: March 6, 2026, 9:59 p.m.