Triple

T22064333
Position Surface form Disambiguated ID Type / Status
Subject Minister of Human Settlements of South Africa E545228 entity
Predicate nativeLabel P657 FINISHED
Object Minister of Human Settlements — 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: Minister of Human Settlements | Statement: [Minister of Human Settlements of South Africa, nativeLabel, Minister of Human Settlements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minister of Human Settlements
Context triple: [Minister of Human Settlements of South Africa, nativeLabel, Minister of Human Settlements]
  • A. Minister for Housing
    The Minister for Housing is a government cabinet position responsible for overseeing housing policy, affordability, and residential development within its jurisdiction.
  • B. Minister of Local Government, Housing and Construction
    The Minister of Local Government, Housing and Construction is a senior Sri Lankan cabinet post responsible for overseeing local governance, urban development, and national housing and construction policy.
  • C. Minister of Infrastructure and Housing
    The Minister of Infrastructure and Housing is a senior Portuguese government cabinet position responsible for national transport networks, public works, and housing policy.
  • D. Minister of Human Settlements of South Africa chosen
    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.
  • E. Secretary, Ministry of Housing and Urban Affairs
    The Secretary, Ministry of Housing and Urban Affairs is the senior-most civil servant heading India’s central ministry responsible for national policies and programs on urban development, housing, and urban infrastructure.
  • 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_69e11e344dfc81909b1d88a7221329c7 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12882ab3c819095b61e0a341edfdf completed April 28, 2026, 9:37 p.m.
Created at: April 16, 2026, 8:27 p.m.