Triple

T735118
Position Surface form Disambiguated ID Type / Status
Subject Affordable Care Act E14911 entity
Predicate introducedPolicy P172 FINISHED
Object Center for Medicare and Medicaid Innovation
The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
E87669 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: Center for Medicare and Medicaid Innovation | Statement: [Affordable Care Act, introducedPolicy, Center for Medicare and Medicaid Innovation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Center for Medicare and Medicaid Innovation
Context triple: [Affordable Care Act, introducedPolicy, Center for Medicare and Medicaid Innovation]
  • A. Centers for Medicare & Medicaid Services
    The Centers for Medicare & Medicaid Services is a U.S. federal agency within the Department of Health and Human Services that administers the nation’s major public health insurance programs, including Medicare and Medicaid, and sets key standards for healthcare quality and reimbursement.
  • B. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • C. Bureau of Health Care Safety and Quality
    The Bureau of Health Care Safety and Quality is a division of Massachusetts state government responsible for overseeing and improving the safety, quality, and regulatory compliance of health care facilities and services.
  • D. Health Resources and Services Administration
    The Health Resources and Services Administration is a U.S. federal agency that improves access to health care services for people who are uninsured, isolated, or medically vulnerable.
  • E. National Center for Advancing Translational Sciences
    The National Center for Advancing Translational Sciences is a U.S. biomedical research center focused on accelerating the development and delivery of new diagnostics, treatments, and cures by improving the translational science process.
  • 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: Center for Medicare and Medicaid Innovation
Triple: [Affordable Care Act, introducedPolicy, Center for Medicare and Medicaid Innovation]
Generated description
The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Center for Medicare and Medicaid Innovation
Target entity description: The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
  • A. Centers for Medicare & Medicaid Services
    The Centers for Medicare & Medicaid Services is a U.S. federal agency within the Department of Health and Human Services that administers the nation’s major public health insurance programs, including Medicare and Medicaid, and sets key standards for healthcare quality and reimbursement.
  • B. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • C. Bureau of Health Care Safety and Quality
    The Bureau of Health Care Safety and Quality is a division of Massachusetts state government responsible for overseeing and improving the safety, quality, and regulatory compliance of health care facilities and services.
  • D. Health Resources and Services Administration
    The Health Resources and Services Administration is a U.S. federal agency that improves access to health care services for people who are uninsured, isolated, or medically vulnerable.
  • E. National Center for Advancing Translational Sciences
    The National Center for Advancing Translational Sciences is a U.S. biomedical research center focused on accelerating the development and delivery of new diagnostics, treatments, and cures by improving the translational science process.
  • 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5d8c6148190a468f2d95f7ec91f completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a5f0de4819083457c86e5e93ba0 completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64b03246081908c20445a7a401008 completed March 3, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69a64b4e9cec8190a3dcc378f853be0d completed March 3, 2026, 2:45 a.m.
Created at: March 1, 2026, 7:37 p.m.