Triple

T22217882
Position Surface form Disambiguated ID Type / Status
Subject Blyde River Canyon Nature Reserve E549124 entity
Predicate governingBody P46 FINISHED
Object Mpumalanga Tourism and Parks Agency — NE NERFINISHED

How this triple was built (3 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: Mpumalanga Tourism and Parks Agency | Statement: [Blyde River Canyon Nature Reserve, governingBody, Mpumalanga Tourism and Parks Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mpumalanga Tourism and Parks Agency
Context triple: [Blyde River Canyon Nature Reserve, governingBody, Mpumalanga Tourism and Parks Agency]
  • A. Eastern Cape Parks and Tourism Agency
    Eastern Cape Parks and Tourism Agency is a provincial public entity in South Africa responsible for managing protected areas and promoting tourism within the Eastern Cape.
  • B. Mpumalanga Provincial Government
    The Mpumalanga Provincial Government is the executive authority responsible for governing South Africa’s Mpumalanga province, overseeing public administration, services, and regional development.
  • C. Mpumalanga provincial heritage authorities
    Mpumalanga provincial heritage authorities are the official provincial body responsible for identifying, protecting, and managing heritage resources and historic sites within South Africa’s Mpumalanga province.
  • D. Ezemvelo KZN Wildlife
    Ezemvelo KZN Wildlife is the provincial conservation authority for KwaZulu-Natal in South Africa, responsible for managing protected areas, biodiversity, and wildlife conservation in the region.
  • E. Mpumalanga tourist routes
    Mpumalanga tourist routes are a network of scenic travel circuits in South Africa’s Mpumalanga province, known for dramatic landscapes, waterfalls, canyons, and cultural attractions that draw both local and international visitors.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mpumalanga Tourism and Parks Agency
Target entity description: Mpumalanga Tourism and Parks Agency is a provincial government body in South Africa responsible for promoting tourism and managing protected natural areas within Mpumalanga.
  • A. Eastern Cape Parks and Tourism Agency
    Eastern Cape Parks and Tourism Agency is a provincial public entity in South Africa responsible for managing protected areas and promoting tourism within the Eastern Cape.
  • B. Mpumalanga Provincial Government
    The Mpumalanga Provincial Government is the executive authority responsible for governing South Africa’s Mpumalanga province, overseeing public administration, services, and regional development.
  • C. Mpumalanga provincial heritage authorities
    Mpumalanga provincial heritage authorities are the official provincial body responsible for identifying, protecting, and managing heritage resources and historic sites within South Africa’s Mpumalanga province.
  • D. Ezemvelo KZN Wildlife
    Ezemvelo KZN Wildlife is the provincial conservation authority for KwaZulu-Natal in South Africa, responsible for managing protected areas, biodiversity, and wildlife conservation in the region.
  • E. Mpumalanga tourist routes
    Mpumalanga tourist routes are a network of scenic travel circuits in South Africa’s Mpumalanga province, known for dramatic landscapes, waterfalls, canyons, and cultural attractions that draw both local and international visitors.
  • F. None of above. chosen

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_69e11e403d6481909a94d0aaf157f6ef completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12b8ddb448190a45f0418d813afd0 completed April 28, 2026, 9:50 p.m.
Created at: April 16, 2026, 8:37 p.m.