Triple

T17005835
Position Surface form Disambiguated ID Type / Status
Subject CLASS Act E412567 entity
Predicate titleOfLaw P11473 FINISHED
Object Title VIII of the Patient Protection and Affordable Care Act E412568 NE FINISHED

How this triple was built (3 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 VIII of the Patient Protection and Affordable Care Act | Statement: [CLASS Act, titleOfLaw, Title VIII of the Patient Protection and Affordable Care Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VIII of the Patient Protection and Affordable Care Act
Context triple: [CLASS Act, titleOfLaw, Title VIII of the Patient Protection and Affordable Care Act]
  • A. Affordable Care Act
    The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
  • B. Health Insurance Portability and Accountability Act
    The Health Insurance Portability and Accountability Act (HIPAA) is a U.S. federal law that sets national standards for protecting sensitive patient health information and improving the portability and continuity of health insurance coverage.
  • C. Title VIII
    Title VIII is the section of the Civil Rights Act of 1968 commonly known as the Fair Housing Act, which prohibits discrimination in the sale, rental, and financing of housing.
  • D. Title VIII chosen
    Title VIII is a section of the Affordable Care Act that established the Community Living Assistance Services and Supports (CLASS) program, a voluntary long-term care insurance initiative intended to help individuals with disabilities or chronic conditions live independently.
  • E. No Surprises Act
    The No Surprises Act is a U.S. federal law that protects patients from unexpected out-of-network medical bills and limits balance billing in many emergency and non-emergency care situations.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: titleOfLaw
Context triple: [CLASS Act, titleOfLaw, Title VIII of the Patient Protection and Affordable Care Act]
  • A. hasTitleInLaw chosen
    Indicates that an entity holds or is designated by a specific formal title as defined or recognized in law.
  • B. courtTitle
    Indicates the official judicial position or title held by a person within a court system.
  • C. titleJurisdiction
    Indicates the legal or official authority under which a title is recognized, governed, or issued.
  • D. subjectOfLaw
    Indicates that a law, legal document, or legal provision is about, concerns, or applies to the referenced subject.
  • E. typeOfLaw
    Indicates that one entity is a specific category or kind of law to which the other entity pertains.
  • F. None of above.

Provenance (4 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d3831268819089286053a5acf653 completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc2035848190bf299875d37c8ac7 completed May 10, 2026, 7:27 p.m.
PD Predicate disambiguation batch_69e35d552bc08190af17ef7659e094ef completed April 18, 2026, 10:30 a.m.
Created at: April 10, 2026, 5:32 a.m.