Triple

T21969728
Position Surface form Disambiguated ID Type / Status
Subject Limpopo provincial government E542554 entity
Predicate hasDepartment P35 FINISHED
Object Limpopo Provincial Treasury — 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: Limpopo Provincial Treasury | Statement: [Limpopo provincial government, hasDepartment, Limpopo Provincial Treasury]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Limpopo Provincial Treasury
Context triple: [Limpopo provincial government, hasDepartment, Limpopo Provincial Treasury]
  • A. Gauteng Provincial Treasury
    Gauteng Provincial Treasury is the provincial government department responsible for managing public finances, budgeting, and fiscal policy in South Africa’s Gauteng province.
  • B. Northern Cape Provincial Treasury
    The Northern Cape Provincial Treasury is the government department responsible for managing public finances, budgeting, and fiscal policy for South Africa’s Northern Cape province.
  • C. Eastern Cape Provincial Treasury
    The Eastern Cape Provincial Treasury is the government department responsible for managing public finances, budgeting, and fiscal oversight in South Africa’s Eastern Cape province.
  • D. Limpopo provincial government
    The Limpopo provincial government is the executive authority responsible for governing South Africa’s Limpopo Province, administering provincial laws, services, and development from its seat in Polokwane.
  • E. 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.
  • 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: Limpopo Provincial Treasury
Target entity description: Limpopo Provincial Treasury is the provincial government department responsible for managing public finances, budgeting, and fiscal oversight in South Africa’s Limpopo province.
  • A. Gauteng Provincial Treasury
    Gauteng Provincial Treasury is the provincial government department responsible for managing public finances, budgeting, and fiscal policy in South Africa’s Gauteng province.
  • B. Northern Cape Provincial Treasury
    The Northern Cape Provincial Treasury is the government department responsible for managing public finances, budgeting, and fiscal policy for South Africa’s Northern Cape province.
  • C. Eastern Cape Provincial Treasury
    The Eastern Cape Provincial Treasury is the government department responsible for managing public finances, budgeting, and fiscal oversight in South Africa’s Eastern Cape province.
  • D. Limpopo provincial government
    The Limpopo provincial government is the executive authority responsible for governing South Africa’s Limpopo Province, administering provincial laws, services, and development from its seat in Polokwane.
  • E. 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.
  • 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_69e0c48070988190909db97667b9a0ac completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1245e4ebc8190968108cc95a22fe4 completed April 28, 2026, 9:19 p.m.
Created at: April 16, 2026, 8:02 p.m.