Triple

T22648001
Position Surface form Disambiguated ID Type / Status
Subject Medicare late enrollment penalty E559015 entity
Predicate hasComponent P35 FINISHED
Object Medicare Part B late enrollment penalty — 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 B late enrollment penalty | Statement: [Medicare late enrollment penalty, hasComponent, Medicare Part B late enrollment penalty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Medicare Part B late enrollment penalty
Context triple: [Medicare late enrollment penalty, hasComponent, Medicare Part B late enrollment penalty]
  • A. Medicare late enrollment penalty chosen
    The Medicare late enrollment penalty is an added monthly cost that permanently increases your Medicare premiums if you delay signing up for coverage when first eligible and don’t qualify for an exception.
  • 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. 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.
  • D. Medicare Open Enrollment
    Medicare Open Enrollment is the annual period when eligible individuals can review, change, or enroll in Medicare health and drug plans for the coming year.
  • 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.
  • 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_69e24547f7fc819086e2c4ba3b979657 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17039c2bc8190972a7c169b27005c completed April 29, 2026, 2:43 a.m.
Created at: April 17, 2026, 3:05 p.m.