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.