Triple

T5739861
Position Surface form Disambiguated ID Type / Status
Subject Department of Expenditure E126586 entity
Predicate issues P1557 FINISHED
Object General Financial Rules (GFRs)
The General Financial Rules (GFRs) are a set of central government guidelines in India that lay down the principles and procedures for public financial management, including budgeting, expenditure, procurement, and accounting.
E543273 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: General Financial Rules (GFRs) | Statement: [Department of Expenditure, issues, General Financial Rules (GFRs)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: General Financial Rules (GFRs)
Context triple: [Department of Expenditure, issues, General Financial Rules (GFRs)]
  • A. Transaction of Business Rules of the Government of India
    The Transaction of Business Rules of the Government of India are a set of constitutional rules that organize and regulate how the central government’s executive decisions are processed, allocated, and carried out among its ministries and the Cabinet.
  • B. Foreign Exchange Management Act, 1999
    The Foreign Exchange Management Act, 1999 is an Indian law that regulates foreign exchange transactions and external trade payments, aiming to facilitate orderly development and maintenance of the country’s foreign exchange market.
  • C. Regulation G
    Regulation G was a former Federal Reserve Board regulation that governed the extension of credit by lenders other than banks and brokers for the purpose of purchasing or carrying securities, complementing margin rules like Regulation T.
  • D. CRA regulations of the Federal Reserve Board
    CRA regulations of the Federal Reserve Board are the formal rules issued by the Fed that govern how the Community Reinvestment Act is applied to banks under its supervision, including how their community lending and investment performance is evaluated.
  • E. Regulation 39B
    Regulation 39B is a specific provision within the United Kingdom’s wartime Defence Regulations, known for granting broad emergency powers to the authorities during World War II.
  • 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: General Financial Rules (GFRs)
Triple: [Department of Expenditure, issues, General Financial Rules (GFRs)]
Generated description
The General Financial Rules (GFRs) are a set of central government guidelines in India that lay down the principles and procedures for public financial management, including budgeting, expenditure, procurement, and accounting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: General Financial Rules (GFRs)
Target entity description: The General Financial Rules (GFRs) are a set of central government guidelines in India that lay down the principles and procedures for public financial management, including budgeting, expenditure, procurement, and accounting.
  • A. Transaction of Business Rules of the Government of India
    The Transaction of Business Rules of the Government of India are a set of constitutional rules that organize and regulate how the central government’s executive decisions are processed, allocated, and carried out among its ministries and the Cabinet.
  • B. Foreign Exchange Management Act, 1999
    The Foreign Exchange Management Act, 1999 is an Indian law that regulates foreign exchange transactions and external trade payments, aiming to facilitate orderly development and maintenance of the country’s foreign exchange market.
  • C. Regulation G
    Regulation G was a former Federal Reserve Board regulation that governed the extension of credit by lenders other than banks and brokers for the purpose of purchasing or carrying securities, complementing margin rules like Regulation T.
  • D. CRA regulations of the Federal Reserve Board
    CRA regulations of the Federal Reserve Board are the formal rules issued by the Fed that govern how the Community Reinvestment Act is applied to banks under its supervision, including how their community lending and investment performance is evaluated.
  • E. Regulation 39B
    Regulation 39B is a specific provision within the United Kingdom’s wartime Defence Regulations, known for granting broad emergency powers to the authorities during World War II.
  • 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_69c0083179548190b384b0bf3c08ca4d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0255f302c819094f97b4defeded07 completed March 22, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e168ebc8190ba8cb1b3e1b074d5 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c087c85ba08190bb08458d1659bb16 completed March 23, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0887afa7881908718c5ec10d932a0 completed March 23, 2026, 12:25 a.m.
Created at: March 22, 2026, 3:48 p.m.