Triple

T22064035
Position Surface form Disambiguated ID Type / Status
Subject Minister of Public Enterprises of South Africa E545222 entity
Predicate heads P652 FINISHED
Object Department of Public Enterprises — NE NERFINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 | Statement: [Minister of Public Enterprises of South Africa, heads, Department of Public Enterprises]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Public Enterprises
Context triple: [Minister of Public Enterprises of South Africa, heads, Department of Public Enterprises]
  • A. Department of Public Enterprises of South Africa chosen
    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.
  • B. Ministry of SOEs
    The Ministry of SOEs is an Indonesian government ministry responsible for overseeing, managing, and reforming the country’s state-owned enterprises.
  • C. Ministry of Public Works
    The Ministry of Public Works was a governmental department in Poland responsible for overseeing public infrastructure, construction, and related civil works.
  • D. Ministry of Public Works
    The Ministry of Public Works was a key administrative department in imperial Vietnam responsible for overseeing state construction projects, infrastructure, and public engineering works.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69e11e344dfc81909b1d88a7221329c7 elicitation completed
NER batch_69f12881f9e0819091b8e6d8ff6802bd ner completed
Created at: April 16, 2026, 8:27 p.m.