Triple

T1106959

Position	Surface form	Disambiguated ID	Type / Status
Subject	Union Budget of India	`E25506`	entity
Predicate	preparedBy	`P2210`	FINISHED
Object	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.	`E126586`	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 Expenditure | Statement: [Union Budget of India, preparedBy, Department of Expenditure]

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

Target entity: Department of Expenditure
Context triple: [Union Budget of India, preparedBy, Department of Expenditure]

A. 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.
B. Office for Budget Responsibility
The Office for Budget Responsibility is the United Kingdom’s independent fiscal watchdog, responsible for producing economic forecasts and assessing the sustainability of public finances.
C. Office of the Financial Controller
The Office of the Financial Controller is the NATO International Staff unit responsible for overseeing budget planning, financial management, and fiscal compliance within the organization.
D. Office of Management and Budget
The Office of Management and Budget is a key U.S. federal agency that assists the President in developing the budget and overseeing the effectiveness and regulatory policies of executive branch agencies.
E. Office of Policy, Management and Budget
The Office of Policy, Management and Budget is an internal office within the U.S. Department of the Interior that oversees departmental policy development, strategic planning, budgeting, and management functions.
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 Expenditure
Triple: [Union Budget of India, preparedBy, Department of Expenditure]

Generated description

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.

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

Target entity: Department of Expenditure
Target entity description: 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.

A. 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.
B. Office for Budget Responsibility
The Office for Budget Responsibility is the United Kingdom’s independent fiscal watchdog, responsible for producing economic forecasts and assessing the sustainability of public finances.
C. Office of the Financial Controller
The Office of the Financial Controller is the NATO International Staff unit responsible for overseeing budget planning, financial management, and fiscal compliance within the organization.
D. Office of Management and Budget
The Office of Management and Budget is a key U.S. federal agency that assists the President in developing the budget and overseeing the effectiveness and regulatory policies of executive branch agencies.
E. Office of Policy, Management and Budget
The Office of Policy, Management and Budget is an internal office within the U.S. Department of the Interior that oversees departmental policy development, strategic planning, budgeting, and management functions.
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_69a49428d4448190b3b36991ceae87ce`	completed	March 1, 2026, 7:31 p.m.
NER	Named-entity recognition	`batch_69a4b9e339f88190afc027216e95d2f7`	completed	March 1, 2026, 10:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac4c4cee1881909ca8af01f22bb8bb`	completed	March 7, 2026, 4:03 p.m.
NEDg	Description generation	`batch_69ac4d1d58ac8190b1fc39a28aff8c46`	completed	March 7, 2026, 4:06 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac4d90c3dc819092f6be4888851477`	completed	March 7, 2026, 4:08 p.m.

Created at: March 1, 2026, 7:43 p.m.