Triple

T1605908
Position Surface form Disambiguated ID Type / Status
Subject Health Insurance Portability and Accountability Act E34501 entity
Predicate containsProvision P1393 FINISHED
Object Title IV Application and Enforcement of Group Health Plan Requirements
Title IV Application and Enforcement of Group Health Plan Requirements is a section of HIPAA that establishes standards and enforcement mechanisms to ensure group health plans comply with federal requirements such as portability, access, and renewability of coverage.
E34501 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 IV Application and Enforcement of Group Health Plan Requirements | Statement: [Health Insurance Portability and Accountability Act, containsProvision, Title IV Application and Enforcement of Group Health Plan Requirements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV Application and Enforcement of Group Health Plan Requirements
Context triple: [Health Insurance Portability and Accountability Act, containsProvision, Title IV Application and Enforcement of Group Health Plan Requirements]
  • A. 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.
  • B. Multiple Employer Welfare Arrangement provisions of ERISA
    The Multiple Employer Welfare Arrangement (MEWA) provisions of ERISA are federal rules that regulate health and welfare benefit plans offered by multiple, unrelated employers to protect workers and ensure oversight of these arrangements.
  • C. 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.
  • D. 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.
  • E. National Coverage Determinations
    National Coverage Determinations are nationwide Medicare policies that define whether and under what conditions specific medical services, procedures, or technologies are covered for beneficiaries.
  • 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 IV Application and Enforcement of Group Health Plan Requirements
Triple: [Health Insurance Portability and Accountability Act, containsProvision, Title IV Application and Enforcement of Group Health Plan Requirements]
Generated description
Title IV Application and Enforcement of Group Health Plan Requirements is a section of HIPAA that establishes standards and enforcement mechanisms to ensure group health plans comply with federal requirements such as portability, access, and renewability of coverage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV Application and Enforcement of Group Health Plan Requirements
Target entity description: Title IV Application and Enforcement of Group Health Plan Requirements is a section of HIPAA that establishes standards and enforcement mechanisms to ensure group health plans comply with federal requirements such as portability, access, and renewability of coverage.
  • A. 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.
  • B. Multiple Employer Welfare Arrangement provisions of ERISA
    The Multiple Employer Welfare Arrangement (MEWA) provisions of ERISA are federal rules that regulate health and welfare benefit plans offered by multiple, unrelated employers to protect workers and ensure oversight of these arrangements.
  • C. Health Insurance Portability and Accountability Act chosen
    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.
  • D. 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.
  • E. National Coverage Determinations
    National Coverage Determinations are nationwide Medicare policies that define whether and under what conditions specific medical services, procedures, or technologies are covered for beneficiaries.
  • F. None of above.

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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9096b8a788190bd3ca395c32ccf25 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51bff1cc819082208a8a77fae631 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad522beb488190b5157db37eb0da8e completed March 8, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69ad529de3dc819081c8ad3d7aa8bef8 completed March 8, 2026, 10:42 a.m.
Created at: March 4, 2026, 7:28 p.m.