Triple

T18032934
Position Surface form Disambiguated ID Type / Status
Subject Department of Public Expenditure, National Development Plan Delivery and Reform E431434 entity
Predicate headedBy P981 FINISHED
Object Secretary General of the Department of 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: Secretary General of the Department of Public Expenditure, National Development Plan Delivery and Reform | Statement: [Department of Public Expenditure, National Development Plan Delivery and Reform, headedBy, Secretary General of the Department of Public Expenditure, National Development Plan Delivery and Reform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Secretary General of the Department of Public Expenditure, National Development Plan Delivery and Reform
Context triple: [Department of Public Expenditure, National Development Plan Delivery and Reform, headedBy, Secretary General of the Department of Public Expenditure, National Development Plan Delivery and Reform]
  • A. 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.
  • B. 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.
  • C. Cabinet Secretary for the National Treasury
    The Cabinet Secretary for the National Treasury is Kenya’s top government official responsible for national economic policy, public finance management, and preparation of the national budget.
  • D. Permanent Secretary for Development (Works)
    The Permanent Secretary for Development (Works) is a senior Hong Kong government official responsible for overseeing public works, infrastructure development, and related policy implementation under the Development Bureau.
  • E. Cabinet Secretary for Finance
    The Cabinet Secretary for Finance is the senior Scottish Government minister responsible for setting and overseeing Scotland’s budget, taxation policy, and overall financial strategy.
  • 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: Secretary General of the Department of Public Expenditure, National Development Plan Delivery and Reform
Target entity description: The Secretary General of the Department of Public Expenditure, National Development Plan Delivery and Reform is the most senior civil servant responsible for overseeing Ireland’s public spending, national development planning, and related reform initiatives within that department.
  • A. 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.
  • B. 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.
  • C. Cabinet Secretary for the National Treasury
    The Cabinet Secretary for the National Treasury is Kenya’s top government official responsible for national economic policy, public finance management, and preparation of the national budget.
  • D. Permanent Secretary for Development (Works)
    The Permanent Secretary for Development (Works) is a senior Hong Kong government official responsible for overseeing public works, infrastructure development, and related policy implementation under the Development Bureau.
  • E. Cabinet Secretary for Finance
    The Cabinet Secretary for Finance is the senior Scottish Government minister responsible for setting and overseeing Scotland’s budget, taxation policy, and overall financial strategy.
  • 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.