Triple

T1605909
Position Surface form Disambiguated ID Type / Status
Subject Health Insurance Portability and Accountability Act E34501 entity
Predicate containsProvision P1393 FINISHED
Object Title V Revenue Offsets
Title V Revenue Offsets is a section of HIPAA that establishes various tax-related and revenue-raising measures to help finance the law’s health coverage and insurance reforms.
 E181953 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 V Revenue Offsets | Statement: [Health Insurance Portability and Accountability Act, containsProvision, Title V Revenue Offsets]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Title V Revenue Offsets
Context triple: [Health Insurance Portability and Accountability Act, containsProvision, Title V Revenue Offsets]
  • A. Subtitle E – Alcohol, Tobacco, and Certain Other Excise Taxes
    Subtitle E – Alcohol, Tobacco, and Certain Other Excise Taxes is a section of the U.S. Internal Revenue Code that sets out federal excise tax rules and regulatory provisions for alcohol, tobacco products, and certain related goods.
  • B. Office of Tax Policy
    The Office of Tax Policy is the U.S. Treasury Department division responsible for developing and implementing federal tax policy, regulations, and legislative proposals.
  • C. Office of Tax Legislative Counsel
    The Office of Tax Legislative Counsel is a division within the U.S. Treasury that develops, reviews, and advises on federal tax legislation and related policy.
  • D. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • E. Office of Tax Analysis
    The Office of Tax Analysis is a U.S. Treasury Department division that conducts economic research and revenue estimation to inform federal tax policy decisions.
  • 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 V Revenue Offsets
Triple: [Health Insurance Portability and Accountability Act, containsProvision, Title V Revenue Offsets]
Generated description
Title V Revenue Offsets is a section of HIPAA that establishes various tax-related and revenue-raising measures to help finance the law’s health coverage and insurance reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Title V Revenue Offsets
Target entity description: Title V Revenue Offsets is a section of HIPAA that establishes various tax-related and revenue-raising measures to help finance the law’s health coverage and insurance reforms.
  • A. Subtitle E – Alcohol, Tobacco, and Certain Other Excise Taxes
    Subtitle E – Alcohol, Tobacco, and Certain Other Excise Taxes is a section of the U.S. Internal Revenue Code that sets out federal excise tax rules and regulatory provisions for alcohol, tobacco products, and certain related goods.
  • B. Office of Tax Policy
    The Office of Tax Policy is the U.S. Treasury Department division responsible for developing and implementing federal tax policy, regulations, and legislative proposals.
  • C. Office of Tax Legislative Counsel
    The Office of Tax Legislative Counsel is a division within the U.S. Treasury that develops, reviews, and advises on federal tax legislation and related policy.
  • D. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • E. Office of Tax Analysis
    The Office of Tax Analysis is a U.S. Treasury Department division that conducts economic research and revenue estimation to inform federal tax policy decisions.
  • 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_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.