Triple

T7509596
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts law E177482 entity
Predicate hasNotableStatute P21621 FINISHED
Object Massachusetts Consumer Protection Act
The Massachusetts Consumer Protection Act is a state statute that prohibits unfair or deceptive business practices and provides consumers with legal remedies, including the right to sue for damages and attorney’s fees.
E670238 NE FINISHED

How this triple was built (5 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: Massachusetts Consumer Protection Act | Statement: [Massachusetts law, hasNotableStatute, Massachusetts Consumer Protection Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Consumer Protection Act
Context triple: [Massachusetts law, hasNotableStatute, Massachusetts Consumer Protection Act]
  • A. Massachusetts law
    Massachusetts law is the body of state statutes, regulations, and judicial decisions that governs legal rights and obligations within the Commonwealth of Massachusetts.
  • B. Massachusetts General Laws
    Massachusetts General Laws are the codified statutes that form the primary body of statutory law governing the Commonwealth of Massachusetts.
  • C. Illinois Consumer Fraud and Deceptive Business Practices Act
    The Illinois Consumer Fraud and Deceptive Business Practices Act is a state law that protects consumers and businesses from unfair, deceptive, and fraudulent practices in trade and commerce in Illinois.
  • D. Code of Massachusetts Regulations
    The Code of Massachusetts Regulations is the official compilation of administrative rules and regulations issued by Massachusetts state agencies to implement and interpret state law.
  • E. Edmunds–Tucker Act
    The Edmunds–Tucker Act was an 1887 U.S. federal law aimed at curbing the power of the Mormon Church and suppressing the practice of polygamy in Utah Territory through measures such as disincorporation and property confiscation.
  • 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: Massachusetts Consumer Protection Act
Triple: [Massachusetts law, hasNotableStatute, Massachusetts Consumer Protection Act]
Generated description
The Massachusetts Consumer Protection Act is a state statute that prohibits unfair or deceptive business practices and provides consumers with legal remedies, including the right to sue for damages and attorney’s fees.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Consumer Protection Act
Target entity description: The Massachusetts Consumer Protection Act is a state statute that prohibits unfair or deceptive business practices and provides consumers with legal remedies, including the right to sue for damages and attorney’s fees.
  • A. Massachusetts law
    Massachusetts law is the body of state statutes, regulations, and judicial decisions that governs legal rights and obligations within the Commonwealth of Massachusetts.
  • B. Massachusetts General Laws
    Massachusetts General Laws are the codified statutes that form the primary body of statutory law governing the Commonwealth of Massachusetts.
  • C. Illinois Consumer Fraud and Deceptive Business Practices Act
    The Illinois Consumer Fraud and Deceptive Business Practices Act is a state law that protects consumers and businesses from unfair, deceptive, and fraudulent practices in trade and commerce in Illinois.
  • D. Code of Massachusetts Regulations
    The Code of Massachusetts Regulations is the official compilation of administrative rules and regulations issued by Massachusetts state agencies to implement and interpret state law.
  • E. Edmunds–Tucker Act
    The Edmunds–Tucker Act was an 1887 U.S. federal law aimed at curbing the power of the Mormon Church and suppressing the practice of polygamy in Utah Territory through measures such as disincorporation and property confiscation.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNotableStatute
Context triple: [Massachusetts law, hasNotableStatute, Massachusetts Consumer Protection Act]
  • A. hasStatuteLaw
    Indicates that a jurisdiction or entity is governed by, or possesses, a body of formal written laws enacted by a legislative authority.
  • B. hasNoStatutoryDefinition
    Indicates that there is no formal definition of the concept or term provided in statute or legislation.
  • C. hasSpecialStatute chosen
    Indicates that a subject is governed by, or associated with, a specific legal or regulatory statute that grants it particular rules, status, or treatment distinct from general provisions.
  • D. hasNotableDecision
    Indicates that an entity is associated with a specific decision that is considered significant or noteworthy in some context.
  • E. establishedByStatute
    Indicates that something has been formally created, defined, or authorized through a specific law or statute.
  • F. None of above.

Provenance (6 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_69c69f276b108190af2cc790b6554544 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5d052888190ae8678f9134d737c completed March 27, 2026, 9:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8461035b48190ba08c0f759cafe4a completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c84754ec048190be1e37c2189b56ed completed March 28, 2026, 9:25 p.m.
NED2 Entity disambiguation (via description) batch_69c848026e90819098d0b419101f91e1 completed March 28, 2026, 9:28 p.m.
PD Predicate disambiguation batch_69c6f4d44e9481909813e073b194f6f4 completed March 27, 2026, 9:21 p.m.
Created at: March 27, 2026, 3:45 p.m.