Triple

T22041511
Position Surface form Disambiguated ID Type / Status
Subject Medicare Prescription Drug, Improvement, and Modernization Act of 2003 E544646 entity
Predicate shortName P43 FINISHED
Object Medicare Modernization Act 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 Modernization Act | Statement: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, shortName, Medicare Modernization Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare Modernization Act
Context triple: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, shortName, Medicare Modernization Act]
  • A. Medicare Prescription Drug, Improvement, and Modernization Act of 2003 chosen
    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.
  • B. Healthcare Research and Quality Act of 1999
    The Healthcare Research and Quality Act of 1999 is a U.S. federal law that reauthorized and strengthened the nation’s health services research infrastructure, establishing a focused mission to improve the quality, safety, efficiency, and effectiveness of healthcare.
  • C. Consolidated Omnibus Budget Reconciliation Act of 1985
    The Consolidated Omnibus Budget Reconciliation Act of 1985 (COBRA) is a U.S. federal law that, among other provisions, allows workers and their families to continue employer-sponsored health insurance coverage for a limited time after job loss or other qualifying events.
  • D. OBRA 1989
    OBRA 1989 is a U.S. federal law that made significant changes to Medicare, Medicaid, and other health and budgetary programs as part of a broader deficit-reduction and budget reconciliation effort.
  • E. 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.
  • 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.