Triple

T22117005
Position Surface form Disambiguated ID Type / Status
Subject Taung, South Africa E546569 entity
Predicate locatedIn P40 FINISHED
Object Greater Taung 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: Greater Taung Local Municipality | Statement: [Taung, South Africa, locatedIn, Greater Taung Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Greater Taung Local Municipality
Context triple: [Taung, South Africa, locatedIn, Greater Taung Local Municipality]
  • A. Greater Taung Local Municipality chosen
    Greater Taung Local Municipality is a local government area in South Africa’s North West province, centered on the town of Taung and responsible for providing municipal services and governance to its surrounding communities.
  • B. Great Kei Local Municipality
    Great Kei Local Municipality is a local government area in South Africa’s Eastern Cape province, situated along the coast within the Amathole District.
  • C. Molemole Local Municipality
    Molemole Local Municipality is a local government area in the Capricorn District of Limpopo Province, South Africa, responsible for providing municipal services and local administration to its communities.
  • D. Msukaligwa Local Municipality
    Msukaligwa Local Municipality is a local government area in Mpumalanga Province, South Africa, that administers Ermelo and its surrounding towns and rural communities.
  • E. Greater Tzaneen Local Municipality
    Greater Tzaneen Local Municipality is a local government area in the Limpopo province of South Africa, centered on the town of Tzaneen and known for its extensive agricultural activities and subtropical climate.
  • 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_69e11e38b3848190ac3a4fa97d56e65a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1294e85708190b455846bacbdfd03 completed April 28, 2026, 9:40 p.m.
Created at: April 16, 2026, 8:31 p.m.