Triple

T3247747
Position Surface form Disambiguated ID Type / Status
Subject Limpopo Province E68103 entity
Predicate hasDistrictMunicipality P14658 FINISHED
Object Vhembe District Municipality E141169 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: Vhembe District Municipality | Statement: [Limpopo Province, hasDistrictMunicipality, Vhembe District Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vhembe District Municipality
Context triple: [Limpopo Province, hasDistrictMunicipality, Vhembe District Municipality]
  • A. Vhembe District Municipality chosen
    Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
  • B. Nkangala District Municipality
    Nkangala District Municipality is a local government district in South Africa’s Mpumalanga province, known for its mix of industrial towns, mining activities, and rural settlements.
  • C. Amajuba District Municipality
    Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
  • 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. Sekhukhune District Municipality
    Sekhukhune District Municipality is a local government area in South Africa responsible for administering and coordinating municipal services in the southeastern part of Limpopo province.
  • 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_69ad858e4c708190aa31d486cfee8a6a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf3e9ed0819096ac238098ac403c completed March 8, 2026, 5:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3be35388190bbd1a296d7b1b3fa completed March 12, 2026, 5:11 p.m.
Created at: March 8, 2026, 3:09 p.m.