Triple

T6712662
Position Surface form Disambiguated ID Type / Status
Subject Newcastle (KwaZulu-Natal) E153183 entity
Predicate governingBody P46 FINISHED
Object Newcastle Local Municipality E218877 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: Newcastle Local Municipality | Statement: [Newcastle (KwaZulu-Natal), governingBody, Newcastle Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Newcastle Local Municipality
Context triple: [Newcastle (KwaZulu-Natal), governingBody, Newcastle Local Municipality]
  • A. Newcastle Local Municipality chosen
    Newcastle Local Municipality is a local government area in KwaZulu-Natal, South Africa, that administers the town of Newcastle and its surrounding communities.
  • B. George Local Municipality
    George Local Municipality is a local government area in the Western Cape province of South Africa, centered on the town of George and responsible for providing municipal services and governance to the surrounding region.
  • C. Ray Nkonyeni Local Municipality
    Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
  • D. Langeberg Local Municipality
    Langeberg Local Municipality is a local government area in South Africa’s Western Cape province that administers several rural towns and farming communities, including Bonnievale.
  • E. Rustenburg Local Municipality
    Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
  • 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_69c68809b4608190a2509ddb5ab87f05 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d121a92c8190a03f384a8aba84da completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c700948788819087f9b466be337286 completed March 27, 2026, 10:11 p.m.
Created at: March 27, 2026, 2:07 p.m.