Triple

T13960905
Position Surface form Disambiguated ID Type / Status
Subject Credit CARD Act of 2009 E335787 entity
Predicate sectionFocus P3120 FINISHED
Object Title III Protection of Young Consumers
Title III Protection of Young Consumers is a key provision of the Credit CARD Act of 2009 that restricts credit card marketing and issuance to individuals under 21 to help prevent predatory lending and excessive debt among young people.
E1071662 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: Title III Protection of Young Consumers | Statement: [Credit CARD Act of 2009, sectionFocus, Title III Protection of Young Consumers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title III Protection of Young Consumers
Context triple: [Credit CARD Act of 2009, sectionFocus, Title III Protection of Young Consumers]
  • A. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • B. Title III
    Title III is a section of the Digital Millennium Copyright Act that addresses limitations on liability for online service providers regarding copyright infringement.
  • C. Title III
    Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
  • D. Title III
    Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
  • E. Consumer Protection section
    The Consumer Protection section is a division of Alaska’s Department of Law responsible for enforcing consumer protection laws, investigating unfair or deceptive business practices, and safeguarding the interests of Alaska consumers.
  • 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: Title III Protection of Young Consumers
Triple: [Credit CARD Act of 2009, sectionFocus, Title III Protection of Young Consumers]
Generated description
Title III Protection of Young Consumers is a key provision of the Credit CARD Act of 2009 that restricts credit card marketing and issuance to individuals under 21 to help prevent predatory lending and excessive debt among young people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title III Protection of Young Consumers
Target entity description: Title III Protection of Young Consumers is a key provision of the Credit CARD Act of 2009 that restricts credit card marketing and issuance to individuals under 21 to help prevent predatory lending and excessive debt among young people.
  • A. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • B. Title III
    Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
  • C. Title III
    Title III is a section of the Digital Millennium Copyright Act that addresses limitations on liability for online service providers regarding copyright infringement.
  • D. Title III
    Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
  • E. Consumer Protection section
    The Consumer Protection section is a division of Alaska’s Department of Law responsible for enforcing consumer protection laws, investigating unfair or deceptive business practices, and safeguarding the interests of Alaska consumers.
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e7b2f908190aa32f22298964746 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1d6b2e88190b4d2237413f509ee completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba5eaf3a48190bc93c0fcb2723ef5 completed May 6, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69fba71a91fc8190b24185994673b33b completed May 6, 2026, 8:39 p.m.
Created at: April 9, 2026, 10:17 p.m.