Triple

T1140945
Position Surface form Disambiguated ID Type / Status
Subject Medicare Part B E23447 entity
Predicate enrollmentPeriod P16413 FINISHED
Object General Enrollment Period
The General Enrollment Period is a specific annual window during which eligible individuals can sign up for Medicare Part B if they missed their initial enrollment opportunity.
E130444 NE FINISHED

How this triple was built (4 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: General Enrollment Period | Statement: [Medicare Part B, enrollmentPeriod, General Enrollment Period]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: General Enrollment Period
Context triple: [Medicare Part B, enrollmentPeriod, General Enrollment Period]
  • A. COBRA
    COBRA is a U.S. federal law that allows workers and their families to continue group health insurance coverage for limited periods after job loss or other qualifying events.
  • B. health insurance marketplace
    A health insurance marketplace is an online platform where individuals, families, and small businesses can compare, shop for, and enroll in standardized health insurance plans, often with access to income-based subsidies.
  • C. Center for Consumer Information and Insurance Oversight
    The Center for Consumer Information and Insurance Oversight is a U.S. federal office within the Centers for Medicare & Medicaid Services that regulates private health insurance markets and implements key consumer protection and coverage provisions of national health reform.
  • D. Affordable Care Act
    The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: General Enrollment Period
Triple: [Medicare Part B, enrollmentPeriod, General Enrollment Period]
Generated description
The General Enrollment Period is a specific annual window during which eligible individuals can sign up for Medicare Part B if they missed their initial enrollment opportunity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: General Enrollment Period
Target entity description: The General Enrollment Period is a specific annual window during which eligible individuals can sign up for Medicare Part B if they missed their initial enrollment opportunity.
  • A. COBRA
    COBRA is a U.S. federal law that allows workers and their families to continue group health insurance coverage for limited periods after job loss or other qualifying events.
  • B. health insurance marketplace
    A health insurance marketplace is an online platform where individuals, families, and small businesses can compare, shop for, and enroll in standardized health insurance plans, often with access to income-based subsidies.
  • C. Center for Consumer Information and Insurance Oversight
    The Center for Consumer Information and Insurance Oversight is a U.S. federal office within the Centers for Medicare & Medicaid Services that regulates private health insurance markets and implements key consumer protection and coverage provisions of national health reform.
  • D. Affordable Care Act
    The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
  • E. 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.
  • F. None of above. chosen

Provenance (5 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_69a493ef399c8190b04b9146d2314f59 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bf0ecd448190affb5c24c3520732 completed March 1, 2026, 10:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac59b2395c81909d4608bdaf1d57e8 completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5b52c43c8190b8972826a9a1ea5f completed March 7, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_69ac5be4d9548190a0f1d57538f688c1 completed March 7, 2026, 5:09 p.m.
Created at: March 1, 2026, 7:44 p.m.