Triple

T6772829

Position	Surface form	Disambiguated ID	Type / Status
Subject	Electronic Fund Transfer Act	`E155082`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	Fair Credit Billing Act The Fair Credit Billing Act is a U.S. federal law that protects consumers from unfair billing practices and provides a mechanism for addressing errors in credit card and other open-end credit accounts.	`E618777`	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 Credit Billing Act | Statement: [Electronic Fund Transfer Act, relatedTo, Fair Credit Billing Act]

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

Target entity: Fair Credit Billing Act
Context triple: [Electronic Fund Transfer Act, relatedTo, Fair Credit Billing Act]

A. Consumer Credit Protection Act
The Consumer Credit Protection Act is a landmark U.S. federal law that regulates consumer credit practices, safeguards borrowers from unfair or abusive lending, and mandates clear disclosure of credit terms.
B. Fair Credit Reporting Act
The Fair Credit Reporting Act is a U.S. federal law that regulates how consumer credit information is collected, shared, and used, providing protections for accuracy, privacy, and access to credit reports.
C. 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.
D. 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.
E. Credit CARD Act of 2009
The Credit CARD Act of 2009 is a U.S. federal law that established significant consumer protections and restrictions on unfair or deceptive credit card industry practices.
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 Credit Billing Act
Triple: [Electronic Fund Transfer Act, relatedTo, Fair Credit Billing Act]

Generated description

The Fair Credit Billing Act is a U.S. federal law that protects consumers from unfair billing practices and provides a mechanism for addressing errors in credit card and other open-end credit accounts.

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

Target entity: Fair Credit Billing Act
Target entity description: The Fair Credit Billing Act is a U.S. federal law that protects consumers from unfair billing practices and provides a mechanism for addressing errors in credit card and other open-end credit accounts.

A. Consumer Credit Protection Act
The Consumer Credit Protection Act is a landmark U.S. federal law that regulates consumer credit practices, safeguards borrowers from unfair or abusive lending, and mandates clear disclosure of credit terms.
B. Fair Credit Reporting Act
The Fair Credit Reporting Act is a U.S. federal law that regulates how consumer credit information is collected, shared, and used, providing protections for accuracy, privacy, and access to credit reports.
C. 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.
D. 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.
E. Credit CARD Act of 2009
The Credit CARD Act of 2009 is a U.S. federal law that established significant consumer protections and restrictions on unfair or deceptive credit card industry practices.
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_69c68812ef7c819099369f51febb725c`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6d24aaf948190a544cc28b7de67c4`	completed	March 27, 2026, 6:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c712c75b9c819099b0be616925a0b9`	completed	March 27, 2026, 11:29 p.m.
NEDg	Description generation	`batch_69c7135106288190b5b20523c3efa229`	completed	March 27, 2026, 11:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69c7141cd52c8190a783590ad1067840`	completed	March 27, 2026, 11:34 p.m.

Created at: March 27, 2026, 2:13 p.m.