Triple

T22041556
Position Surface form Disambiguated ID Type / Status
Subject Medicare Prescription Drug, Improvement, and Modernization Act of 2003 E544646 entity
Predicate regulates P46 FINISHED
Object Medicare Advantage prescription drug plans (MA-PDs) — NE NERFINISHED

How this triple was built (2 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 prescription drug plans (MA-PDs) | Statement: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, regulates, Medicare Advantage prescription drug plans (MA-PDs)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Medicare Advantage prescription drug plans (MA-PDs)
Context triple: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, regulates, Medicare Advantage prescription drug plans (MA-PDs)]
  • A. Medicare Part D
    Medicare Part D is the U.S. federal program that provides outpatient prescription drug coverage to Medicare beneficiaries through private insurance plans.
  • B. Medicare Part C chosen
    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.
  • C. Medicare Savings Programs
    Medicare Savings Programs are state-run initiatives that help low-income Medicare beneficiaries pay some or all of their Medicare premiums, deductibles, and coinsurance.
  • D. Medicaid Drug Rebate Program
    The Medicaid Drug Rebate Program is a U.S. federal initiative that requires drug manufacturers to provide rebates to state Medicaid programs in exchange for Medicaid coverage of their outpatient prescription drugs, helping control costs for the program.
  • E. Medicare Part B
    Medicare Part B is the component of the U.S. federal health insurance program that helps cover medically necessary outpatient services, such as doctor visits, preventive care, and certain medical supplies for eligible beneficiaries.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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.
Created at: April 16, 2026, 8:25 p.m.