Triple

T3245860
Position Surface form Disambiguated ID Type / Status
Subject Magnuson–Moss Warranty Act provisions E68064 entity
Predicate relateTo P37 FINISHED
Object Uniform Commercial Code warranty provisions
Uniform Commercial Code warranty provisions are a set of standardized U.S. commercial law rules that govern the creation, scope, and enforcement of express and implied warranties in the sale of goods.
E341134 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: Uniform Commercial Code warranty provisions | Statement: [Magnuson–Moss Warranty Act provisions, relateTo, Uniform Commercial Code warranty provisions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Uniform Commercial Code warranty provisions
Context triple: [Magnuson–Moss Warranty Act provisions, relateTo, Uniform Commercial Code warranty provisions]
  • A. Magnuson–Moss Warranty Act provisions
    The Magnuson–Moss Warranty Act provisions are U.S. federal consumer protection rules that govern written warranties on consumer products, requiring clear disclosure of warranty terms and providing remedies for consumers when warranties are breached.
  • B. 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.
  • C. Restatement (Second) of Contracts
    Restatement (Second) of Contracts is a highly influential legal treatise that systematically summarizes and clarifies U.S. contract law principles for courts, practitioners, and scholars.
  • D. Clayton Act provisions
    The Clayton Act provisions are U.S. federal antitrust rules that restrict anti-competitive practices such as price discrimination, exclusive dealing, tying arrangements, and certain mergers and acquisitions to protect market competition.
  • E. Trademark Act of 1946 (Lanham Act) provisions
    The Trademark Act of 1946, commonly known as the Lanham Act, is the primary federal statute governing trademarks, service marks, and unfair competition in the United States.
  • 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: Uniform Commercial Code warranty provisions
Triple: [Magnuson–Moss Warranty Act provisions, relateTo, Uniform Commercial Code warranty provisions]
Generated description
Uniform Commercial Code warranty provisions are a set of standardized U.S. commercial law rules that govern the creation, scope, and enforcement of express and implied warranties in the sale of goods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Uniform Commercial Code warranty provisions
Target entity description: Uniform Commercial Code warranty provisions are a set of standardized U.S. commercial law rules that govern the creation, scope, and enforcement of express and implied warranties in the sale of goods.
  • A. Magnuson–Moss Warranty Act provisions
    The Magnuson–Moss Warranty Act provisions are U.S. federal consumer protection rules that govern written warranties on consumer products, requiring clear disclosure of warranty terms and providing remedies for consumers when warranties are breached.
  • B. 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.
  • C. Restatement (Second) of Contracts
    Restatement (Second) of Contracts is a highly influential legal treatise that systematically summarizes and clarifies U.S. contract law principles for courts, practitioners, and scholars.
  • D. Clayton Act provisions
    The Clayton Act provisions are U.S. federal antitrust rules that restrict anti-competitive practices such as price discrimination, exclusive dealing, tying arrangements, and certain mergers and acquisitions to protect market competition.
  • E. Trademark Act of 1946 (Lanham Act) provisions
    The Trademark Act of 1946, commonly known as the Lanham Act, is the primary federal statute governing trademarks, service marks, and unfair competition in the United States.
  • 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_69ad858e4c708190aa31d486cfee8a6a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf1a96148190b63bf46209712707 completed March 8, 2026, 5:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2775f76988190bfaaaabce63f6f6b completed March 12, 2026, 8:20 a.m.
NEDg Description generation batch_69b2786b7d388190ad0d97bd41a60543 completed March 12, 2026, 8:25 a.m.
NED2 Entity disambiguation (via description) batch_69b27c45f6b08190966fbc3fd28664ec completed March 12, 2026, 8:41 a.m.
Created at: March 8, 2026, 3:09 p.m.