Triple

T1542723
Position Surface form Disambiguated ID Type / Status
Subject Do Not Pay system E32905 entity
Predicate regulatoryContext P4800 FINISHED
Object Payment Integrity Information Act
The Payment Integrity Information Act is a U.S. federal law aimed at reducing improper payments and enhancing oversight by requiring agencies to use tools like the Do Not Pay system to verify eligibility before disbursing funds.
E176254 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: Payment Integrity Information Act | Statement: [Do Not Pay system, regulatoryContext, Payment Integrity Information Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Payment Integrity Information Act
Context triple: [Do Not Pay system, regulatoryContext, Payment Integrity Information Act]
  • A. Truth in Lending Act
    The Truth in Lending Act is a U.S. federal law that requires lenders to clearly disclose key terms and costs of consumer credit to promote informed borrowing and protect consumers from unfair lending practices.
  • B. Payment and Settlement Systems Act, 2007
    The Payment and Settlement Systems Act, 2007 is an Indian law that provides a legal framework for the regulation, supervision, and oversight of payment and settlement systems in the country, primarily under the authority of the Reserve Bank of India.
  • C. Regulation CC
    Regulation CC is a U.S. Federal Reserve regulation that governs the availability of funds and the collection and return of checks in the banking system.
  • D. Confidential Information Protection and Statistical Efficiency Act
    The Confidential Information Protection and Statistical Efficiency Act is a U.S. law that safeguards the confidentiality of data collected for federal statistics while enabling limited, secure data sharing among designated statistical agencies to improve the quality and efficiency of official statistics.
  • E. Regulation Z
    Regulation Z is a key U.S. federal rule implementing the Truth in Lending Act, requiring clear disclosure of credit terms and costs to protect consumers in credit transactions.
  • 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: Payment Integrity Information Act
Triple: [Do Not Pay system, regulatoryContext, Payment Integrity Information Act]
Generated description
The Payment Integrity Information Act is a U.S. federal law aimed at reducing improper payments and enhancing oversight by requiring agencies to use tools like the Do Not Pay system to verify eligibility before disbursing funds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Payment Integrity Information Act
Target entity description: The Payment Integrity Information Act is a U.S. federal law aimed at reducing improper payments and enhancing oversight by requiring agencies to use tools like the Do Not Pay system to verify eligibility before disbursing funds.
  • A. Truth in Lending Act
    The Truth in Lending Act is a U.S. federal law that requires lenders to clearly disclose key terms and costs of consumer credit to promote informed borrowing and protect consumers from unfair lending practices.
  • B. Payment and Settlement Systems Act, 2007
    The Payment and Settlement Systems Act, 2007 is an Indian law that provides a legal framework for the regulation, supervision, and oversight of payment and settlement systems in the country, primarily under the authority of the Reserve Bank of India.
  • C. Regulation CC
    Regulation CC is a U.S. Federal Reserve regulation that governs the availability of funds and the collection and return of checks in the banking system.
  • D. Confidential Information Protection and Statistical Efficiency Act
    The Confidential Information Protection and Statistical Efficiency Act is a U.S. law that safeguards the confidentiality of data collected for federal statistics while enabling limited, secure data sharing among designated statistical agencies to improve the quality and efficiency of official statistics.
  • E. Regulation Z
    Regulation Z is a key U.S. federal rule implementing the Truth in Lending Act, requiring clear disclosure of credit terms and costs to protect consumers in credit transactions.
  • 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_69a885ed29088190a3c2d5a3d100c16e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9083f982c8190a4c740a95c8cfbff completed March 5, 2026, 4:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad309baebc81908240a0370bad9935 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad3117b49881908916e7137f8b655c completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad3179b0148190b69b16b5d2051ece completed March 8, 2026, 8:21 a.m.
Created at: March 4, 2026, 7:26 p.m.