Triple

T22193137
Position Surface form Disambiguated ID Type / Status
Subject Polokwane Local Municipality E548480 entity
Predicate hasCouncil P2820 FINISHED
Object Polokwane Municipal Council — 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: Polokwane Municipal Council | Statement: [Polokwane Local Municipality, hasCouncil, Polokwane Municipal Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Polokwane Municipal Council
Context triple: [Polokwane Local Municipality, hasCouncil, Polokwane Municipal Council]
  • A. Polokwane Local Municipality chosen
    Polokwane Local Municipality is a local government area in Limpopo Province, South Africa, that includes the city of Polokwane and surrounding communities.
  • B. Madibeng Local Municipality
    Madibeng Local Municipality is a local government area in South Africa’s North West province, known for encompassing the town of Brits and surrounding mining and agricultural communities.
  • C. Moses Kotane Local Municipality
    Moses Kotane Local Municipality is a local government area in South Africa’s North West Province, named in honor of anti-apartheid activist and communist leader Moses Kotane.
  • D. Mbombela Local Municipality
    Mbombela Local Municipality is a local government area in South Africa’s Mpumalanga province that administers Nelspruit (Mbombela) and surrounding towns and rural communities.
  • E. Elias Motsoaledi Local Municipality
    Elias Motsoaledi Local Municipality is a local government area in the Limpopo province of South Africa, named in honor of anti-apartheid activist Elias Motsoaledi.
  • 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12ae552908190b38c3d765bcfb68a completed April 28, 2026, 9:47 p.m.
Created at: April 16, 2026, 8:35 p.m.