Triple

T22109924
Position Surface form Disambiguated ID Type / Status
Subject Minister of Cooperative Governance and Traditional Affairs of South Africa E546385 entity
Predicate hasDeputy P147 FINISHED
Object Deputy Minister of Cooperative Governance and Traditional Affairs — 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: Deputy Minister of Cooperative Governance and Traditional Affairs | Statement: [Minister of Cooperative Governance and Traditional Affairs of South Africa, hasDeputy, Deputy Minister of Cooperative Governance and Traditional Affairs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deputy Minister of Cooperative Governance and Traditional Affairs
Context triple: [Minister of Cooperative Governance and Traditional Affairs of South Africa, hasDeputy, Deputy Minister of Cooperative Governance and Traditional Affairs]
  • A. Minister of Cooperative Governance and Traditional Affairs of South Africa
    The Minister of Cooperative Governance and Traditional Affairs of South Africa is the cabinet official responsible for overseeing local government, intergovernmental relations, and traditional leadership institutions within the country.
  • B. Minister of Public Service and Administration of South Africa
    The Minister of Public Service and Administration of South Africa is the cabinet official responsible for overseeing the country’s public service, government administration, and related reforms and policies.
  • C. Department of Cooperative Governance and Traditional Affairs (South Africa)
    The Department of Cooperative Governance and Traditional Affairs (South Africa) is a national government department responsible for overseeing local government, promoting cooperative governance across spheres of the state, and supporting traditional leadership institutions.
  • D. Minister of the Interior of South Africa
    The Minister of the Interior of South Africa was a senior cabinet post responsible for domestic affairs such as internal administration, immigration, and civic matters within the country.
  • E. Minister of Human Settlements of South Africa
    The Minister of Human Settlements of South Africa is the cabinet official responsible for national housing policy, urban development, and the creation of sustainable human settlements across the country.
  • 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: Deputy Minister of Cooperative Governance and Traditional Affairs
Target entity description: The Deputy Minister of Cooperative Governance and Traditional Affairs is a senior South African government official who assists in overseeing local government, intergovernmental relations, and traditional leadership affairs alongside the cabinet minister.
  • A. Minister of Cooperative Governance and Traditional Affairs of South Africa
    The Minister of Cooperative Governance and Traditional Affairs of South Africa is the cabinet official responsible for overseeing local government, intergovernmental relations, and traditional leadership institutions within the country.
  • B. Minister of Public Service and Administration of South Africa
    The Minister of Public Service and Administration of South Africa is the cabinet official responsible for overseeing the country’s public service, government administration, and related reforms and policies.
  • C. Department of Cooperative Governance and Traditional Affairs (South Africa)
    The Department of Cooperative Governance and Traditional Affairs (South Africa) is a national government department responsible for overseeing local government, promoting cooperative governance across spheres of the state, and supporting traditional leadership institutions.
  • D. Minister of the Interior of South Africa
    The Minister of the Interior of South Africa was a senior cabinet post responsible for domestic affairs such as internal administration, immigration, and civic matters within the country.
  • E. Minister of Human Settlements of South Africa
    The Minister of Human Settlements of South Africa is the cabinet official responsible for national housing policy, urban development, and the creation of sustainable human settlements across the country.
  • 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_69e11e378dc08190896d6a51597afd5a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12948c2ec819083340787b2062649 completed April 28, 2026, 9:40 p.m.
Created at: April 16, 2026, 8:30 p.m.