Triple

T2724626
Position Surface form Disambiguated ID Type / Status
Subject Federal Trade Commission E60161 entity
Predicate legalBasis P125 FINISHED
Object Telemarketing and Consumer Fraud and Abuse Prevention Act
The Telemarketing and Consumer Fraud and Abuse Prevention Act is a U.S. federal law that empowers the Federal Trade Commission to regulate telemarketing practices and protect consumers from deceptive and abusive sales tactics.
E68402 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: Telemarketing and Consumer Fraud and Abuse Prevention Act | Statement: [Federal Trade Commission, legalBasis, Telemarketing and Consumer Fraud and Abuse Prevention Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Telemarketing and Consumer Fraud and Abuse Prevention Act
Context triple: [Federal Trade Commission, legalBasis, Telemarketing and Consumer Fraud and Abuse Prevention 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. 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.
  • C. Federal Trade Commission Act provisions
    The Federal Trade Commission Act provisions are U.S. federal laws that establish and empower the Federal Trade Commission to prevent unfair or deceptive business practices and promote consumer protection and fair competition.
  • D. Division of Consumer Protection
    The Division of Consumer Protection is a New York State government office that safeguards consumers by enforcing consumer protection laws, mediating complaints, and providing education and advocacy on marketplace issues.
  • E. Act against Unjustifiable Premiums and Misleading Representations
    The Act against Unjustifiable Premiums and Misleading Representations is a Japanese consumer protection law that regulates deceptive advertising and excessive promotional offers to ensure fair competition and truthful marketing.
  • 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: Telemarketing and Consumer Fraud and Abuse Prevention Act
Triple: [Federal Trade Commission, legalBasis, Telemarketing and Consumer Fraud and Abuse Prevention Act]
Generated description
The Telemarketing and Consumer Fraud and Abuse Prevention Act is a U.S. federal law that empowers the Federal Trade Commission to regulate telemarketing practices and protect consumers from deceptive and abusive sales tactics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Telemarketing and Consumer Fraud and Abuse Prevention Act
Target entity description: The Telemarketing and Consumer Fraud and Abuse Prevention Act is a U.S. federal law that empowers the Federal Trade Commission to regulate telemarketing practices and protect consumers from deceptive and abusive sales tactics.
  • 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. 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.
  • C. Federal Trade Commission Act provisions chosen
    The Federal Trade Commission Act provisions are U.S. federal laws that establish and empower the Federal Trade Commission to prevent unfair or deceptive business practices and promote consumer protection and fair competition.
  • D. Division of Consumer Protection
    The Division of Consumer Protection is a New York State government office that safeguards consumers by enforcing consumer protection laws, mediating complaints, and providing education and advocacy on marketplace issues.
  • E. Act against Unjustifiable Premiums and Misleading Representations
    The Act against Unjustifiable Premiums and Misleading Representations is a Japanese consumer protection law that regulates deceptive advertising and excessive promotional offers to ensure fair competition and truthful marketing.
  • F. None of above.

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_69ab4b746d248190958e052045c09255 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdacc0a6881909b64a4d22e1d7690 completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb69605308190b5a8078b275791fb completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb7166d788190ac219fe3c3e164fe completed March 10, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_69afb7acf3588190813bde4428dfe5f4 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:55 p.m.