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.