Triple

T22064092
Position Surface form Disambiguated ID Type / Status
Subject Minister of Public Service and Administration of South Africa E545223 entity
Predicate worksWith P398 FINISHED
Object Public Service Commission of South Africa — 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: Public Service Commission of South Africa | Statement: [Minister of Public Service and Administration of South Africa, worksWith, Public Service Commission of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Service Commission of South Africa
Context triple: [Minister of Public Service and Administration of South Africa, worksWith, Public Service Commission of South Africa]
  • A. Public Service of South Africa
    The Public Service of South Africa is the national system of government departments and agencies responsible for implementing public policy and delivering services across the country’s provinces and sectors.
  • B. Public Service Commission of Botswana
    The Public Service Commission of Botswana is an independent constitutional body responsible for overseeing the recruitment, promotion, and discipline of public servants in Botswana’s civil service.
  • C. Public Service Commission of Namibia
    The Public Service Commission of Namibia is an independent constitutional body responsible for overseeing the recruitment, management, and ethical conduct of the Namibian public service.
  • D. Department of Public Enterprises of South Africa
    The Department of Public Enterprises of South Africa is a government ministry responsible for overseeing and managing the country’s major state-owned companies and strategic public assets.
  • E. Government of South Africa
    The Government of South Africa is the national executive authority of the Republic of South Africa, responsible for implementing laws, setting policy, and administering the country through its various departments and institutions.
  • 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: Public Service Commission of South Africa
Target entity description: The Public Service Commission of South Africa is an independent constitutional body that oversees, monitors, and promotes ethical, efficient, and accountable public administration across the country’s civil service.
  • A. Public Service of South Africa
    The Public Service of South Africa is the national system of government departments and agencies responsible for implementing public policy and delivering services across the country’s provinces and sectors.
  • B. Public Service Commission of Botswana
    The Public Service Commission of Botswana is an independent constitutional body responsible for overseeing the recruitment, promotion, and discipline of public servants in Botswana’s civil service.
  • C. Public Service Commission of Namibia
    The Public Service Commission of Namibia is an independent constitutional body responsible for overseeing the recruitment, management, and ethical conduct of the Namibian public service.
  • D. Department of Public Enterprises of South Africa
    The Department of Public Enterprises of South Africa is a government ministry responsible for overseeing and managing the country’s major state-owned companies and strategic public assets.
  • E. Government of South Africa
    The Government of South Africa is the national executive authority of the Republic of South Africa, responsible for implementing laws, setting policy, and administering the country through its various departments and institutions.
  • 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_69e11e344dfc81909b1d88a7221329c7 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12881f9e0819091b8e6d8ff6802bd completed April 28, 2026, 9:37 p.m.
Created at: April 16, 2026, 8:27 p.m.