Triple

T18032933
Position Surface form Disambiguated ID Type / Status
Subject Department of Public Expenditure, National Development Plan Delivery and Reform E431434 entity
Predicate hasMinisterialHead P452 FINISHED
Object Minister for Public Expenditure, National Development Plan Delivery and Reform 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: Minister for Public Expenditure, National Development Plan Delivery and Reform | Statement: [Department of Public Expenditure, National Development Plan Delivery and Reform, hasMinisterialHead, Minister for Public Expenditure, National Development Plan Delivery and Reform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Minister for Public Expenditure, National Development Plan Delivery and Reform
Context triple: [Department of Public Expenditure, National Development Plan Delivery and Reform, hasMinisterialHead, Minister for Public Expenditure, National Development Plan Delivery and Reform]
  • A. Department of Public Expenditure, National Development Plan Delivery and Reform
    The Department of Public Expenditure, National Development Plan Delivery and Reform is an Irish government department responsible for overseeing public spending, implementing the National Development Plan, and driving public sector reform.
  • B. Minister of Budget
    The Minister of Budget is a senior government official responsible for preparing and overseeing the state’s budget, public finances, and fiscal policy.
  • C. Minister of Finance and Economic Development
    The Minister of Finance and Economic Development is the senior government official responsible for managing Zimbabwe’s national budget, economic policy, and overall financial strategy.
  • D. Minister of Public Services and Procurement
    The Minister of Public Services and Procurement is a Canadian federal cabinet position responsible for overseeing government procurement, real property, and key administrative and support services for federal departments and agencies.
  • E. Secretary of Budget and Management
    The Secretary of Budget and Management is the Philippine government’s chief official responsible for formulating, implementing, and overseeing the national budget and public expenditure policies.
  • 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: Minister for Public Expenditure, National Development Plan Delivery and Reform
Target entity description: The Minister for Public Expenditure, National Development Plan Delivery and Reform is a senior Irish government cabinet position responsible for overseeing state spending, budgetary policy, and the implementation and reform of the national development plan.
  • A. Department of Public Expenditure, National Development Plan Delivery and Reform chosen
    The Department of Public Expenditure, National Development Plan Delivery and Reform is an Irish government department responsible for overseeing public spending, implementing the National Development Plan, and driving public sector reform.
  • B. Minister of Budget
    The Minister of Budget is a senior government official responsible for preparing and overseeing the state’s budget, public finances, and fiscal policy.
  • C. Minister of Finance and Economic Development
    The Minister of Finance and Economic Development is the senior government official responsible for managing Zimbabwe’s national budget, economic policy, and overall financial strategy.
  • D. Minister of Public Services and Procurement
    The Minister of Public Services and Procurement is a Canadian federal cabinet position responsible for overseeing government procurement, real property, and key administrative and support services for federal departments and agencies.
  • E. Secretary of Budget and Management
    The Secretary of Budget and Management is the Philippine government’s chief official responsible for formulating, implementing, and overseeing the national budget and public expenditure policies.
  • F. None of above.

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_69d8b9050fb48190890155145deb0a66 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4be37a9288190a661c712d269401f completed April 19, 2026, 11:36 a.m.
Created at: April 10, 2026, 10:25 a.m.