Triple

T22041527
Position Surface form Disambiguated ID Type / Status
Subject Medicare Prescription Drug, Improvement, and Modernization Act of 2003 E544646 entity
Predicate titleOfProgramCreated P146371 FINISHED
Object Medicare Part D prescription drug benefit NE NERFINISHED

How this triple was built (3 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 prescription drug benefit | Statement: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, titleOfProgramCreated, Medicare Part D prescription drug benefit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare Part D prescription drug benefit
Context triple: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, titleOfProgramCreated, Medicare Part D prescription drug benefit]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: titleOfProgramCreated
Context triple: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, titleOfProgramCreated, Medicare Part D prescription drug benefit]
  • A. createdTitleBy
    Indicates that a title (such as a work, document, or creative piece) was created by a specific agent or creator.
  • B. titleCreation
    Indicates that an entity is responsible for creating, originating, or authoring the title associated with another entity.
  • C. createdProgram
    Indicates that an entity authored, developed, or produced a particular program (such as software or a coded application).
  • D. programmeName
    Indicates that an entity has or is identified by a specific programme’s name.
  • E. codeTitleName
    Indicates that a code entity (such as a file, module, or snippet) has a specific title or name associated with it.
  • F. None of above. chosen

Provenance (4 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.
PD Predicate disambiguation batch_69e6f63b0d048190b241622759aab9de completed April 21, 2026, 3:59 a.m.
PDg Predicate description generation batch_69e6fad4a540819096cdd5ea08527220 completed April 21, 2026, 4:19 a.m.
Created at: April 16, 2026, 8:25 p.m.