Triple

T12866422
Position Surface form Disambiguated ID Type / Status
Subject Northern Cape Department of Cooperative Governance, Human Settlements and Traditional Affairs E307729 entity
Predicate worksWith P398 FINISHED
Object national Department of Cooperative Governance E992753 NE FINISHED

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: national Department of Cooperative Governance | Statement: [Northern Cape Department of Cooperative Governance, Human Settlements and Traditional Affairs, worksWith, national Department of Cooperative Governance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: national Department of Cooperative Governance
Context triple: [Northern Cape Department of Cooperative Governance, Human Settlements and Traditional Affairs, worksWith, national Department of Cooperative Governance]
  • A. Department of Cooperative Governance and Traditional Affairs (South Africa) chosen
    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.
  • B. Northern Cape Department of Cooperative Governance, Human Settlements and Traditional Affairs
    The Northern Cape Department of Cooperative Governance, Human Settlements and Traditional Affairs is a provincial government department in South Africa responsible for local governance support, housing and human settlements development, and the oversight of traditional leadership structures within the Northern Cape.
  • C. 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.
  • D. Northern Cape Provincial Government
    The Northern Cape Provincial Government is the executive authority responsible for administering and implementing laws, policies, and public services in 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 (3 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9708e0b788190b72a3057e271c227 completed April 10, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bb092b88190b159f1d79156cf86 completed May 3, 2026, 12:49 a.m.
Created at: April 9, 2026, 5:38 p.m.