Triple

T22395128

Position	Surface form	Disambiguated ID	Type / Status
Subject	Defence Planning Committee	`E553608`	entity
Predicate	memberIncludes	`P1393`	FINISHED
Object	Expenditure Secretary of India The Expenditure Secretary of India is a senior civil servant in the Ministry of Finance responsible for overseeing the country’s public expenditure, budget implementation, and fiscal management.	`E1533426`	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: Expenditure Secretary of India | Statement: [Defence Planning Committee, memberIncludes, Expenditure Secretary of India]

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

Target entity: Expenditure Secretary of India
Context triple: [Defence Planning Committee, memberIncludes, Expenditure Secretary of India]

A. Finance Secretary of India
The Finance Secretary of India is the senior-most civil servant in the Ministry of Finance, responsible for overseeing the country’s fiscal policy implementation, budget administration, and financial governance.
B. Revenue Secretary of India
The Revenue Secretary of India is the senior-most civil servant in the Ministry of Finance responsible for overseeing the country’s tax administration and revenue policies.
C. Finance Minister of India
The Finance Minister of India is the cabinet official responsible for formulating and overseeing the country’s economic policy, budget, taxation, and financial regulation.
D. Cabinet Secretary of India
The Cabinet Secretary of India is the senior-most civil servant and head of the Indian Administrative Service, serving as the top executive official in the Government of India and principal advisor to the Prime Minister and Council of Ministers.
E. Chief Economic Adviser to the Government of India
The Chief Economic Adviser to the Government of India is a senior government official who leads economic analysis and policy advice for the Ministry of Finance and helps shape the country’s macroeconomic strategy.
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: Expenditure Secretary of India
Triple: [Defence Planning Committee, memberIncludes, Expenditure Secretary of India]

Generated description

The Expenditure Secretary of India is a senior civil servant in the Ministry of Finance responsible for overseeing the country’s public expenditure, budget implementation, and fiscal management.

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

Target entity: Expenditure Secretary of India
Target entity description: The Expenditure Secretary of India is a senior civil servant in the Ministry of Finance responsible for overseeing the country’s public expenditure, budget implementation, and fiscal management.

A. Finance Secretary of India
The Finance Secretary of India is the senior-most civil servant in the Ministry of Finance, responsible for overseeing the country’s fiscal policy implementation, budget administration, and financial governance.
B. Revenue Secretary of India
The Revenue Secretary of India is the senior-most civil servant in the Ministry of Finance responsible for overseeing the country’s tax administration and revenue policies.
C. Finance Minister of India
The Finance Minister of India is the cabinet official responsible for formulating and overseeing the country’s economic policy, budget, taxation, and financial regulation.
D. Cabinet Secretary of India
The Cabinet Secretary of India is the senior-most civil servant and head of the Indian Administrative Service, serving as the top executive official in the Government of India and principal advisor to the Prime Minister and Council of Ministers.
E. Chief Economic Adviser to the Government of India
The Chief Economic Adviser to the Government of India is a senior government official who leads economic analysis and policy advice for the Ministry of Finance and helps shape the country’s macroeconomic strategy.
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_69e11e4cf87c8190a1ff474daec326b7`	completed	April 16, 2026, 5:37 p.m.
NER	Named-entity recognition	`batch_69f1585dac3c8190bc221f35b3eefa3f`	completed	April 29, 2026, 1:01 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0ae9c6ad5481909d8138fd1d05bcca`	completed	May 18, 2026, 10:28 a.m.
NEDg	Description generation	`batch_6a0aea3e17208190a0f4977d4117e7fc`	completed	May 18, 2026, 10:30 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0aeaa0110c8190b796ea8d52471ca1`	completed	May 18, 2026, 10:32 a.m.

Created at: April 16, 2026, 8:45 p.m.