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.