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
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.
|
E431434
|
NE FINISHED |
How this triple was built (4 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.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Minister for Public Expenditure, National Development Plan Delivery and Reform Triple: [Department of Public Expenditure, National Development Plan Delivery and Reform, hasMinisterialHead, Minister for Public Expenditure, National Development Plan Delivery and Reform]
Generated 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.
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 (5 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. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0349af4b14819080e11af78b93d00a |
completed | May 12, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a034c5c2f6c81909582d40a256183e5 |
completed | May 12, 2026, 3:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034d3e53fc8190b6afd40f6bdc7883 |
completed | May 12, 2026, 3:54 p.m. |
Created at: April 10, 2026, 10:25 a.m.