Triple

T22987993
Position Surface form Disambiguated ID Type / Status
Subject HMO E571965 entity
Predicate isOfferedUnder P98174 FINISHED
Object Medicare Advantage in the United States NE NERFINISHED

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 Advantage in the United States | Statement: [HMO, isOfferedUnder, Medicare Advantage in the United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare Advantage in the United States
Context triple: [HMO, isOfferedUnder, Medicare Advantage in the United States]
  • A. Medicare Shared Savings Program
    The Medicare Shared Savings Program is a federal initiative that encourages accountable care organizations to improve quality and reduce costs for Medicare beneficiaries by allowing them to share in the savings they generate for the Medicare program.
  • B. Medicare
    Medicare is a U.S. federal health insurance program primarily serving people aged 65 and older, as well as certain younger individuals with disabilities or specific medical conditions.
  • C. 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.
  • D. Medicare Rural Hospital Flexibility Program
    The Medicare Rural Hospital Flexibility Program is a U.S. federal initiative that supports rural hospitals—particularly Critical Access Hospitals—in improving financial stability, quality of care, and access to essential health services in underserved communities.
  • E. Medicare secondary payer rules
    Medicare secondary payer rules are federal regulations that determine when Medicare pays after another insurer (like employer group health plans, liability, no-fault, or workers’ compensation insurance) has primary responsibility for a beneficiary’s medical costs.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medicare Advantage in the United States
Target entity description: Medicare Advantage in the United States is a program of privately administered health plans that provide Medicare beneficiaries with an alternative to traditional Medicare, often bundling medical, hospital, and prescription drug coverage with additional benefits.
  • A. Medicare Shared Savings Program
    The Medicare Shared Savings Program is a federal initiative that encourages accountable care organizations to improve quality and reduce costs for Medicare beneficiaries by allowing them to share in the savings they generate for the Medicare program.
  • B. Medicare
    Medicare is a U.S. federal health insurance program primarily serving people aged 65 and older, as well as certain younger individuals with disabilities or specific medical conditions.
  • C. 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.
  • D. Medicare Rural Hospital Flexibility Program
    The Medicare Rural Hospital Flexibility Program is a U.S. federal initiative that supports rural hospitals—particularly Critical Access Hospitals—in improving financial stability, quality of care, and access to essential health services in underserved communities.
  • E. Medicare secondary payer rules
    Medicare secondary payer rules are federal regulations that determine when Medicare pays after another insurer (like employer group health plans, liability, no-fault, or workers’ compensation insurance) has primary responsibility for a beneficiary’s medical costs.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isOfferedUnder
Context triple: [HMO, isOfferedUnder, Medicare Advantage in the United States]
  • A. isOfferedThrough chosen
    Indicates that something (such as a service, course, or product) is made available or provided via a particular channel, platform, or intermediary.
  • B. mayBeOfferedFor
    Indicates that one entity can potentially be provided or made available as an option to another entity.
  • C. offeredIn
    Indicates that something is made available or provided within a particular context, setting, or medium.
  • D. programOffered
    Indicates that a particular program is made available or provided by a given entity (such as an institution, organization, or provider).
  • E. offeredClass
    Indicates that a particular class or course is being made available or provided, typically by an institution or organization.
  • F. None of above.

Provenance (3 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_69e245b535808190adef8a9df3c584db completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1829b4ea88190bc1a01183df7a1bb completed April 29, 2026, 4:01 a.m.
PD Predicate disambiguation batch_69ef3b974e7c8190b8be11dbb4518693 completed April 27, 2026, 10:33 a.m.
Created at: April 17, 2026, 3:49 p.m.