Triple
T1341132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Consumer Financial Protection Bureau |
E28465
|
entity |
| Predicate | enforces |
P760
|
FINISHED |
| Object |
Fair Debt Collection Practices Act
The Fair Debt Collection Practices Act is a U.S. federal law that protects consumers from abusive, deceptive, and unfair debt collection practices by regulating how third-party debt collectors may conduct their business.
|
E155081
|
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: Fair Debt Collection Practices Act | Statement: [Consumer Financial Protection Bureau, enforces, Fair Debt Collection Practices Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fair Debt Collection Practices Act Context triple: [Consumer Financial Protection Bureau, enforces, Fair Debt Collection Practices 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.
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.
-
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.
National Consumer Credit Protection Act 2009
The National Consumer Credit Protection Act 2009 is an Australian federal law that regulates consumer credit and lending practices, establishing licensing, responsible lending obligations, and consumer protections overseen by the Australian Securities and Investments Commission.
-
E.
Equal Credit Opportunity Act
The Equal Credit Opportunity Act is a U.S. federal law that prohibits discrimination in any aspect of a credit transaction on the basis of characteristics such as race, sex, marital status, religion, national origin, age, or receipt of public assistance.
- 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: Fair Debt Collection Practices Act Triple: [Consumer Financial Protection Bureau, enforces, Fair Debt Collection Practices Act]
Generated description
The Fair Debt Collection Practices Act is a U.S. federal law that protects consumers from abusive, deceptive, and unfair debt collection practices by regulating how third-party debt collectors may conduct their business.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fair Debt Collection Practices Act Target entity description: The Fair Debt Collection Practices Act is a U.S. federal law that protects consumers from abusive, deceptive, and unfair debt collection practices by regulating how third-party debt collectors may conduct their business.
-
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.
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.
-
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.
National Consumer Credit Protection Act 2009
The National Consumer Credit Protection Act 2009 is an Australian federal law that regulates consumer credit and lending practices, establishing licensing, responsible lending obligations, and consumer protections overseen by the Australian Securities and Investments Commission.
-
E.
Equal Credit Opportunity Act
The Equal Credit Opportunity Act is a U.S. federal law that prohibits discrimination in any aspect of a credit transaction on the basis of characteristics such as race, sex, marital status, religion, national origin, age, or receipt of public assistance.
- 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_69a49854eb3481908c7d56b2e449a290 |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c215fc008190b01fd8150b9f3b2a |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc6305c988190830dd535726c6338 |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc91793688190a223365d50498cc7 |
completed | March 8, 2026, 12:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc9b8c86c8190bc3526b85604884d |
completed | March 8, 2026, 12:58 a.m. |
Created at: March 1, 2026, 7:56 p.m.