Triple

T22041543
Position Surface form Disambiguated ID Type / Status
Subject Medicare Prescription Drug, Improvement, and Modernization Act of 2003 E544646 entity
Predicate introducedConcept P201 FINISHED
Object Medicare Part D coverage gap (donut hole) — 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 Part D coverage gap (donut hole) | Statement: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, introducedConcept, Medicare Part D coverage gap (donut hole)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Medicare Part D coverage gap (donut hole)
Context triple: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, introducedConcept, Medicare Part D coverage gap (donut hole)]
  • A. Special Enrollment Periods for Medicare Part D
    Special Enrollment Periods for Medicare Part D are limited-time windows outside the standard enrollment period during which eligible individuals can sign up for or change their Medicare prescription drug coverage due to specific life events or circumstances.
  • B. Medicare Part D chosen
    Medicare Part D is the U.S. federal program that provides outpatient prescription drug coverage to Medicare beneficiaries through private insurance plans.
  • C. 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.
  • D. Medicare Prescription Drug, Improvement, and Modernization Act of 2003
    The Medicare Prescription Drug, Improvement, and Modernization Act of 2003 is a major U.S. federal law that overhauled Medicare by adding outpatient prescription drug coverage and expanding private plan options for beneficiaries.
  • E. Medicare Coverage Database
    The Medicare Coverage Database is an online resource maintained by the Centers for Medicare & Medicaid Services that provides detailed information on national and local Medicare coverage policies and determinations.
  • 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.