Triple

T7648700
Position Surface form Disambiguated ID Type / Status
Subject Mental Health Parity and Addiction Equity Act of 2008 E173190 entity
Predicate replaces P101 FINISHED
Object Mental Health Parity Act of 1996
The Mental Health Parity Act of 1996 was a U.S. federal law that first required group health plans to provide more equal insurance coverage for mental health services compared to medical and surgical benefits, laying groundwork for later, stronger parity protections.
E679346 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: Mental Health Parity Act of 1996 | Statement: [Mental Health Parity and Addiction Equity Act of 2008, replaces, Mental Health Parity Act of 1996]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mental Health Parity Act of 1996
Context triple: [Mental Health Parity and Addiction Equity Act of 2008, replaces, Mental Health Parity Act of 1996]
  • A. Mental Health Parity and Addiction Equity Act of 2008
    The Mental Health Parity and Addiction Equity Act of 2008 is a U.S. federal law that requires health insurance plans to provide mental health and substance use disorder benefits on equal terms with medical and surgical benefits.
  • B. Healthcare Research and Quality Act of 1999
    The Healthcare Research and Quality Act of 1999 is a U.S. federal law that reauthorized and strengthened the nation’s health services research infrastructure, establishing a focused mission to improve the quality, safety, efficiency, and effectiveness of healthcare.
  • C. Consolidated Omnibus Budget Reconciliation Act of 1985
    The Consolidated Omnibus Budget Reconciliation Act of 1985 (COBRA) is a U.S. federal law that, among other provisions, allows workers and their families to continue employer-sponsored health insurance coverage for a limited time after job loss or other qualifying events.
  • D. 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.
  • E. Americans with Disabilities Act Amendments Act of 2008
    The Americans with Disabilities Act Amendments Act of 2008 is a U.S. federal law that broadened and clarified the definition of disability to restore and strengthen protections against discrimination for people with disabilities.
  • 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: Mental Health Parity Act of 1996
Triple: [Mental Health Parity and Addiction Equity Act of 2008, replaces, Mental Health Parity Act of 1996]
Generated description
The Mental Health Parity Act of 1996 was a U.S. federal law that first required group health plans to provide more equal insurance coverage for mental health services compared to medical and surgical benefits, laying groundwork for later, stronger parity protections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mental Health Parity Act of 1996
Target entity description: The Mental Health Parity Act of 1996 was a U.S. federal law that first required group health plans to provide more equal insurance coverage for mental health services compared to medical and surgical benefits, laying groundwork for later, stronger parity protections.
  • A. Mental Health Parity and Addiction Equity Act of 2008
    The Mental Health Parity and Addiction Equity Act of 2008 is a U.S. federal law that requires health insurance plans to provide mental health and substance use disorder benefits on equal terms with medical and surgical benefits.
  • B. Healthcare Research and Quality Act of 1999
    The Healthcare Research and Quality Act of 1999 is a U.S. federal law that reauthorized and strengthened the nation’s health services research infrastructure, establishing a focused mission to improve the quality, safety, efficiency, and effectiveness of healthcare.
  • C. Consolidated Omnibus Budget Reconciliation Act of 1985
    The Consolidated Omnibus Budget Reconciliation Act of 1985 (COBRA) is a U.S. federal law that, among other provisions, allows workers and their families to continue employer-sponsored health insurance coverage for a limited time after job loss or other qualifying events.
  • D. 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.
  • E. Americans with Disabilities Act Amendments Act of 2008
    The Americans with Disabilities Act Amendments Act of 2008 is a U.S. federal law that broadened and clarified the definition of disability to restore and strengthen protections against discrimination for people with disabilities.
  • 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_69c6995473348190a4f41d110d619a18 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c6fb134a40819097f9de5f24d1df0f completed March 27, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89ada2a54819098672d45ab56f784 completed March 29, 2026, 3:22 a.m.
NEDg Description generation batch_69c89b7c27988190b78be7f249bda554 completed March 29, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c89c56d9688190bd14badc319f9c44 completed March 29, 2026, 3:28 a.m.
Created at: March 27, 2026, 3:58 p.m.