Triple

T1150093
Position Surface form Disambiguated ID Type / Status
Subject Medicare Part C E23655 entity
Predicate enrollmentPeriod P16413 FINISHED
Object Annual Enrollment Period
The Annual Enrollment Period is the yearly window when people with Medicare can review and change their Medicare Advantage and prescription drug coverage for the upcoming year.
E131894 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: Annual Enrollment Period | Statement: [Medicare Part C, enrollmentPeriod, Annual Enrollment Period]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Annual Enrollment Period
Context triple: [Medicare Part C, enrollmentPeriod, Annual Enrollment Period]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Annual Compliance Determination
    The Annual Compliance Determination is a formal report issued by the U.S. Postal Regulatory Commission that evaluates whether the Postal Service’s rates and services comply with applicable postal laws and regulations over the preceding year.
  • E. 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.
  • 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: Annual Enrollment Period
Triple: [Medicare Part C, enrollmentPeriod, Annual Enrollment Period]
Generated description
The Annual Enrollment Period is the yearly window when people with Medicare can review and change their Medicare Advantage and prescription drug coverage for the upcoming year.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Annual Enrollment Period
Target entity description: The Annual Enrollment Period is the yearly window when people with Medicare can review and change their Medicare Advantage and prescription drug coverage for the upcoming year.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Annual Compliance Determination
    The Annual Compliance Determination is a formal report issued by the U.S. Postal Regulatory Commission that evaluates whether the Postal Service’s rates and services comply with applicable postal laws and regulations over the preceding year.
  • E. 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.
  • 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_69a493f0d32c8190ac74bad3c87f2641 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bf13ab648190931dea78202096e4 completed March 1, 2026, 10:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5eb5d36c8190916a43a5f41df144 completed March 7, 2026, 5:21 p.m.
NEDg Description generation batch_69ac5f4756b08190b3dbaf64a9351836 completed March 7, 2026, 5:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac600f78148190bd3109276f7b9e3a completed March 7, 2026, 5:27 p.m.
Created at: March 1, 2026, 7:44 p.m.