Triple

T22908166
Position Surface form Disambiguated ID Type / Status
Subject Gauteng Department of Education E568507 entity
Predicate collaboratesWith P37 FINISHED
Object Gauteng Department of Treasury — 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 Department of Treasury | Statement: [Gauteng Department of Education, collaboratesWith, Gauteng Department of Treasury]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gauteng Department of Treasury
Context triple: [Gauteng Department of Education, collaboratesWith, Gauteng Department of Treasury]
  • A. Gauteng Provincial Treasury chosen
    Gauteng Provincial Treasury is the provincial government department responsible for managing public finances, budgeting, and fiscal policy in South Africa’s Gauteng province.
  • B. Limpopo Provincial Treasury
    Limpopo Provincial Treasury is the provincial government department responsible for managing public finances, budgeting, and fiscal oversight in South Africa’s Limpopo 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. 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.
  • E. Gauteng Provincial Government
    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.
  • 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_69f18071b9ec81908922d5f046f7930a completed April 29, 2026, 3:52 a.m.
Created at: April 17, 2026, 3:42 p.m.