Triple

T18808443
Position Surface form Disambiguated ID Type / Status
Subject Transnet National Ports Authority E459938 entity
Predicate supervisedBy P86 FINISHED
Object Department of Public Enterprises 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: Department of Public Enterprises of South Africa | Statement: [Transnet National Ports Authority, supervisedBy, Department of Public Enterprises of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Public Enterprises of South Africa
Context triple: [Transnet National Ports Authority, supervisedBy, Department of Public Enterprises of South Africa]
  • A. Industrial Development Corporation of South Africa
    The Industrial Development Corporation of South Africa is a state-owned development finance institution that funds and promotes industrial and economic growth projects within South Africa and the broader African region.
  • B. Department of Public Works and Infrastructure (South Africa)
    The Department of Public Works and Infrastructure (South Africa) is the national government department responsible for managing and maintaining state-owned buildings and infrastructure, and for leading public infrastructure development across the country.
  • C. Minister of Public Enterprises of South Africa
    The Minister of Public Enterprises of South Africa is the cabinet official responsible for overseeing and managing the country’s state-owned enterprises and ensuring their strategic alignment with national economic and developmental goals.
  • D. 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.
  • E. 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.
  • 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: Department of Public Enterprises of South Africa
Target entity description: 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.
  • A. Industrial Development Corporation of South Africa
    The Industrial Development Corporation of South Africa is a state-owned development finance institution that funds and promotes industrial and economic growth projects within South Africa and the broader African region.
  • B. Department of Public Works and Infrastructure (South Africa)
    The Department of Public Works and Infrastructure (South Africa) is the national government department responsible for managing and maintaining state-owned buildings and infrastructure, and for leading public infrastructure development across the country.
  • C. Minister of Public Enterprises of South Africa
    The Minister of Public Enterprises of South Africa is the cabinet official responsible for overseeing and managing the country’s state-owned enterprises and ensuring their strategic alignment with national economic and developmental goals.
  • D. 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.
  • E. 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.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a3d9c49c8190a9d29a25f0c977b2 completed April 20, 2026, 3:56 a.m.
Created at: April 10, 2026, 11:53 a.m.