Triple

T12241920
Position Surface form Disambiguated ID Type / Status
Subject Mogale City Local Municipality E291752 entity
Predicate borderedBy P224 FINISHED
Object Rustenburg Local Municipality E597383 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: Rustenburg Local Municipality | Statement: [Mogale City Local Municipality, borderedBy, Rustenburg Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rustenburg Local Municipality
Context triple: [Mogale City Local Municipality, borderedBy, Rustenburg Local Municipality]
  • A. Rustenburg Local Municipality chosen
    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.
  • B. Randfontein Local Municipality
    Randfontein Local Municipality was a former local government area in Gauteng, South Africa, that administered the town of Randfontein and surrounding communities before being incorporated into the Rand West City Local Municipality.
  • C. Naledi Local Municipality
    Naledi Local Municipality is a local government area in South Africa responsible for providing municipal services and governance within part of the Dr Ruth Segomotsi Mompati District in the North West province.
  • D. Matjhabeng Local Municipality
    Matjhabeng Local Municipality is a local government authority in South Africa’s Free State province that administers Welkom and surrounding towns in the goldfields region.
  • E. Witzenberg Municipality
    Witzenberg Municipality is a local municipality in the Western Cape province of South Africa, known for its agricultural towns such as Ceres and Tulbagh in the Cape Winelands 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_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cb59ce4819099999b8755fb8b98 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7c6f1e29c8190b073c3293cf68cb2 completed May 3, 2026, 10:06 p.m.
Created at: April 8, 2026, 9:51 p.m.