Triple

T5166931
Position Surface form Disambiguated ID Type / Status
Subject National Coverage Determinations E116582 entity
Predicate bindingOn P1045 FINISHED
Object Medicare Administrative Contractors
Medicare Administrative Contractors are private organizations contracted by the U.S. Centers for Medicare & Medicaid Services to process Medicare claims, make coverage determinations, and administer benefits for beneficiaries in specific geographic jurisdictions.
E500283 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: Medicare Administrative Contractors | Statement: [National Coverage Determinations, bindingOn, Medicare Administrative Contractors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare Administrative Contractors
Context triple: [National Coverage Determinations, bindingOn, Medicare Administrative Contractors]
  • 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. 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.
  • C. Multicare
    Multicare is a Portuguese health insurance brand that operates as a subsidiary of Fidelidade, offering a range of medical and wellness coverage products.
  • D. Medicare Part C
    Medicare Part C, also known as Medicare Advantage, is a program through which private insurance plans provide Medicare-covered benefits and often additional services to eligible beneficiaries.
  • E. Accountable Care Organizations
    Accountable Care Organizations are collaborative networks of doctors, hospitals, and other healthcare providers that jointly take responsibility for the quality and cost of care for a defined patient population.
  • 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: Medicare Administrative Contractors
Triple: [National Coverage Determinations, bindingOn, Medicare Administrative Contractors]
Generated description
Medicare Administrative Contractors are private organizations contracted by the U.S. Centers for Medicare & Medicaid Services to process Medicare claims, make coverage determinations, and administer benefits for beneficiaries in specific geographic jurisdictions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medicare Administrative Contractors
Target entity description: Medicare Administrative Contractors are private organizations contracted by the U.S. Centers for Medicare & Medicaid Services to process Medicare claims, make coverage determinations, and administer benefits for beneficiaries in specific geographic jurisdictions.
  • 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. 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.
  • C. Multicare
    Multicare is a Portuguese health insurance brand that operates as a subsidiary of Fidelidade, offering a range of medical and wellness coverage products.
  • D. Medicare Part C
    Medicare Part C, also known as Medicare Advantage, is a program through which private insurance plans provide Medicare-covered benefits and often additional services to eligible beneficiaries.
  • E. Accountable Care Organizations
    Accountable Care Organizations are collaborative networks of doctors, hospitals, and other healthcare providers that jointly take responsibility for the quality and cost of care for a defined patient population.
  • 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_69bd445ff97c81909a2615cc56235470 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd792c5ea88190b6aa0e519c744155 completed March 20, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed93b85188190927d448e09a46425 completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69bedbd301088190908d050425c6cda7 completed March 21, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69bedc65fcdc8190bc99c0d049e4dd94 completed March 21, 2026, 5:59 p.m.
Created at: March 20, 2026, 1:45 p.m.