Triple

T22041525
Position Surface form Disambiguated ID Type / Status
Subject Medicare Prescription Drug, Improvement, and Modernization Act of 2003 E544646 entity
Predicate createdProgram P6694 FINISHED
Object Health Savings Account
A Health Savings Account (HSA) is a tax-advantaged savings account that allows individuals with high-deductible health plans to set aside pre-tax money to pay for qualified medical expenses.
E1515606 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: Health Savings Account | Statement: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, createdProgram, Health Savings Account]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Health Savings Account
Context triple: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, createdProgram, Health Savings Account]
  • A. HSA
    HSA is an abbreviation used by Thales Nederland, a Dutch branch of the global Thales technology and defense company.
  • B. HSA
    HSA is a multidisciplinary arts education institution in Harlem, New York City, offering training in music, dance, theater, and visual arts to young people.
  • C. HSA
    HSA is a common abbreviation for the Homeland Security Act of 2002, the U.S. law that created the Department of Homeland Security and reorganized federal efforts related to national security and terrorism.
  • D. Tax-Free Savings Account (TFSA)
    A Tax-Free Savings Account (TFSA) is a Canadian registered savings vehicle that allows individuals to earn investment income and capital gains tax-free, with flexible contribution and withdrawal rules.
  • E. U.S. Individual Retirement Accounts
    U.S. Individual Retirement Accounts are tax-advantaged investment accounts that allow individuals in the United States to save and invest for retirement under specific IRS rules and contribution limits.
  • 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: Health Savings Account
Triple: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, createdProgram, Health Savings Account]
Generated description
A Health Savings Account (HSA) is a tax-advantaged savings account that allows individuals with high-deductible health plans to set aside pre-tax money to pay for qualified medical expenses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Health Savings Account
Target entity description: A Health Savings Account (HSA) is a tax-advantaged savings account that allows individuals with high-deductible health plans to set aside pre-tax money to pay for qualified medical expenses.
  • A. HSA
    HSA is a multidisciplinary arts education institution in Harlem, New York City, offering training in music, dance, theater, and visual arts to young people.
  • B. HSA
    HSA is a common abbreviation for the Homeland Security Act of 2002, the U.S. law that created the Department of Homeland Security and reorganized federal efforts related to national security and terrorism.
  • C. HSA
    HSA is an abbreviation used by Thales Nederland, a Dutch branch of the global Thales technology and defense company.
  • D. Tax-Free Savings Account (TFSA)
    A Tax-Free Savings Account (TFSA) is a Canadian registered savings vehicle that allows individuals to earn investment income and capital gains tax-free, with flexible contribution and withdrawal rules.
  • E. U.S. Individual Retirement Accounts
    U.S. Individual Retirement Accounts are tax-advantaged investment accounts that allow individuals in the United States to save and invest for retirement under specific IRS rules and contribution limits.
  • 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_69e11e32445c8190ab97089b48a130bb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12829c1c081909edc7544242c9c7a completed April 28, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b6f2a1c819090cfa07e83f24368 completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7c73537481908c644642f825569f completed May 18, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7d29f5a08190b41cad11e2192727 completed May 18, 2026, 2:44 a.m.
Created at: April 16, 2026, 8:25 p.m.