Triple

T22908453
Position Surface form Disambiguated ID Type / Status
Subject Gauteng Provincial Treasury E568514 entity
Predicate collaboratesWith P37 FINISHED
Object Gauteng provincial departments — NE NERFINISHED

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: Gauteng provincial departments | Statement: [Gauteng Provincial Treasury, collaboratesWith, Gauteng provincial departments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gauteng provincial departments
Context triple: [Gauteng Provincial Treasury, collaboratesWith, Gauteng provincial departments]
  • A. Gauteng Provincial Government chosen
    The Gauteng Provincial Government is the executive authority responsible for governing South Africa’s Gauteng province, which includes major urban centers like Johannesburg and Pretoria.
  • B. 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.
  • C. Eastern Cape provincial government departments
    The Eastern Cape provincial government departments are the administrative bodies responsible for implementing provincial policies, delivering public services, and managing governance in South Africa’s Eastern Cape province.
  • D. Gauteng Department of Infrastructure Development
    The Gauteng Department of Infrastructure Development is a provincial government department in South Africa responsible for planning, building, and maintaining public infrastructure and facilities in the Gauteng province.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e2458cd9e48190943ad2e34485d939 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18072986881909eefb317ced5a145 completed April 29, 2026, 3:52 a.m.
Created at: April 17, 2026, 3:42 p.m.