Triple

T12269735
Position Surface form Disambiguated ID Type / Status
Subject Do Not Call Implementation Act E292438 entity
Predicate complements P162 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 authorizes the Federal Trade Commission to regulate telemarketing practices and protect consumers from deceptive and abusive telemarketing schemes.
E975764 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: [Do Not Call Implementation Act, complements, 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: [Do Not Call Implementation Act, complements, Telemarketing and Consumer Fraud and Abuse Prevention Act]
  • A. Do Not Call Implementation Act
    The Do Not Call Implementation Act is a U.S. law that authorized and supported the creation and enforcement of the national Do Not Call Registry to reduce unwanted telemarketing calls.
  • B. 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.
  • C. 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.
  • D. Do Not Call Register Act 2006
    The Do Not Call Register Act 2006 is an Australian law that establishes a national register allowing individuals to opt out of receiving most unsolicited telemarketing calls and faxes.
  • E. 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.
  • 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: [Do Not Call Implementation Act, complements, 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 authorizes the Federal Trade Commission to regulate telemarketing practices and protect consumers from deceptive and abusive telemarketing schemes.
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 authorizes the Federal Trade Commission to regulate telemarketing practices and protect consumers from deceptive and abusive telemarketing schemes.
  • A. Do Not Call Implementation Act
    The Do Not Call Implementation Act is a U.S. law that authorized and supported the creation and enforcement of the national Do Not Call Registry to reduce unwanted telemarketing calls.
  • B. 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.
  • C. 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.
  • D. Do Not Call Register Act 2006
    The Do Not Call Register Act 2006 is an Australian law that establishes a national register allowing individuals to opt out of receiving most unsolicited telemarketing calls and faxes.
  • E. 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.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cdea6e881908e13f8259bad6ddc completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6981b48190a0fc5a571c425be1 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f622de74f0819096c5f5bf6f938fe7 completed May 2, 2026, 4:14 p.m.
NED2 Entity disambiguation (via description) batch_69f62379746c8190bc9da48775b86dfa completed May 2, 2026, 4:16 p.m.
Created at: April 8, 2026, 9:52 p.m.