Triple

T4338943

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Ireland	`E97531`	entity
Predicate	includesBody	`P1393`	FINISHED
Object	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.	`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: Department of Public Expenditure, National Development Plan Delivery and Reform | Statement: [Government of Ireland, includesBody, Department of Public Expenditure, National Development Plan Delivery and Reform]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Department of Public Expenditure, National Development Plan Delivery and Reform
Context triple: [Government of Ireland, includesBody, Department of Public Expenditure, National Development Plan Delivery and Reform]

A. Department of Expenditure
The Department of Expenditure is a key arm of India’s Ministry of Finance responsible for managing government spending, financial rules, and budgetary control across central ministries and departments.
B. Ministry of Budget and Economic Planning
The Ministry of Budget and Economic Planning was a former Italian government department responsible for national economic planning and the preparation and coordination of the state budget.
C. Federal Ministry of Budget and Economic Planning
The Federal Ministry of Budget and Economic Planning is a Nigerian government ministry responsible for national budget formulation, economic planning, and coordinating development policies and programs.
D. Directorate-General for Budget
The Directorate-General for Budget is the European Commission department responsible for planning, managing, and overseeing the European Union’s budget.
E. Office of Budget Execution
The Office of Budget Execution is a District of Columbia government unit responsible for managing and monitoring the implementation of the city’s approved budget under the Chief Financial Officer.
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: Department of Public Expenditure, National Development Plan Delivery and Reform
Triple: [Government of Ireland, includesBody, Department of Public Expenditure, National Development Plan Delivery and Reform]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Department of Public Expenditure, National Development Plan Delivery and Reform
Target entity description: 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.

A. Department of Expenditure
The Department of Expenditure is a key arm of India’s Ministry of Finance responsible for managing government spending, financial rules, and budgetary control across central ministries and departments.
B. Ministry of Budget and Economic Planning
The Ministry of Budget and Economic Planning was a former Italian government department responsible for national economic planning and the preparation and coordination of the state budget.
C. Federal Ministry of Budget and Economic Planning
The Federal Ministry of Budget and Economic Planning is a Nigerian government ministry responsible for national budget formulation, economic planning, and coordinating development policies and programs.
D. Directorate-General for Budget
The Directorate-General for Budget is the European Commission department responsible for planning, managing, and overseeing the European Union’s budget.
E. Office of Budget Execution
The Office of Budget Execution is a District of Columbia government unit responsible for managing and monitoring the implementation of the city’s approved budget under the Chief Financial Officer.
F. None of above. chosen

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_69b3454662a481908fbcd0bbfaa3a0a4`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b3516dffb48190878f81ffe71a5e82`	completed	March 12, 2026, 11:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5d0af82888190bed294bdec942f4a`	completed	March 14, 2026, 9:18 p.m.
NEDg	Description generation	`batch_69b5d29d8a4881908f1612dddc8e878c`	completed	March 14, 2026, 9:26 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5d336850081908f411db1023e3598`	completed	March 14, 2026, 9:29 p.m.

Created at: March 12, 2026, 11:14 p.m.