Triple

T8907535
Position Surface form Disambiguated ID Type / Status
Subject uMzinyathi District Municipality E212098 entity
Predicate containsLocalMunicipality P47323 FINISHED
Object Msinga Local Municipality E775901 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: Msinga Local Municipality | Statement: [uMzinyathi District Municipality, containsLocalMunicipality, Msinga Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Msinga Local Municipality
Context triple: [uMzinyathi District Municipality, containsLocalMunicipality, Msinga Local Municipality]
  • A. Maruleng Local Municipality
    Maruleng Local Municipality is a local government area in South Africa’s Limpopo province, known for its rural communities and proximity to major wildlife and tourism attractions such as the Kruger National Park.
  • B. 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.
  • C. Thulamela Local Municipality
    Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
  • D. Nquthu Local Municipality chosen
    Nquthu Local Municipality is a local government area in the uMzinyathi District of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its predominantly rural communities.
  • E. King Sabata Dalindyebo Local Municipality
    King Sabata Dalindyebo Local Municipality is a local government area in South Africa’s Eastern Cape province that includes towns such as Mthatha and the village of Qunu, known as the childhood home of Nelson Mandela.
  • 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_69ca839255248190b43984294abd92ae completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc64c6a87c81909331a39619f913c0 completed April 1, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d01732bf408190b64ce7687d91a502 completed April 3, 2026, 7:38 p.m.
Created at: March 30, 2026, 6:55 p.m.