Triple

T5929296
Position Surface form Disambiguated ID Type / Status
Subject Annual Enrollment Period E131894 entity
Predicate alsoKnownAs P39 FINISHED
Object Medicare Open Enrollment Period
The Medicare Open Enrollment Period is the yearly window, typically from October 15 to December 7, when people with Medicare can review and change their Medicare Advantage and prescription drug coverage for the coming year.
E549824 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: Medicare Open Enrollment Period | Statement: [Annual Enrollment Period, alsoKnownAs, Medicare Open Enrollment Period]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare Open Enrollment Period
Context triple: [Annual Enrollment Period, alsoKnownAs, Medicare Open Enrollment Period]
  • A. Medicare Advantage Open Enrollment Period
    The Medicare Advantage Open Enrollment Period is a yearly window during which people already enrolled in a Medicare Advantage plan can switch to a different Medicare Advantage plan or return to Original Medicare.
  • B. 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.
  • C. Special Enrollment Period
    The Special Enrollment Period is a limited time window outside of initial or general enrollment when eligible individuals can sign up for Medicare Part B without facing a late enrollment penalty, typically triggered by specific life or coverage changes.
  • D. 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.
  • E. 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.
  • 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: Medicare Open Enrollment Period
Triple: [Annual Enrollment Period, alsoKnownAs, Medicare Open Enrollment Period]
Generated description
The Medicare Open Enrollment Period is the yearly window, typically from October 15 to December 7, when people with Medicare can review and change their Medicare Advantage and prescription drug coverage for the coming year.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medicare Open Enrollment Period
Target entity description: The Medicare Open Enrollment Period is the yearly window, typically from October 15 to December 7, when people with Medicare can review and change their Medicare Advantage and prescription drug coverage for the coming year.
  • A. Medicare Advantage Open Enrollment Period chosen
    The Medicare Advantage Open Enrollment Period is a yearly window during which people already enrolled in a Medicare Advantage plan can switch to a different Medicare Advantage plan or return to Original Medicare.
  • B. Initial Enrollment Period for Medicare
    The Initial Enrollment Period for Medicare is the seven-month window around an individual’s 65th birthday (or certain disability eligibility) during which they can first sign up for Medicare coverage without facing late enrollment penalties.
  • C. 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.
  • D. 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.
  • E. Special Enrollment Period
    The Special Enrollment Period is a limited time window outside of initial or general enrollment when eligible individuals can sign up for Medicare Part B without facing a late enrollment penalty, typically triggered by specific life or coverage changes.
  • F. None of above.

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_69c0085b75e88190a632f9691f9da48b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038571d108190b4f3d242c068452f completed March 22, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3affd748190a37e3cc60e58d6a6 completed March 23, 2026, 6:54 a.m.
NEDg Description generation batch_69c0f85e33d8819080d9d721421b4c5b completed March 23, 2026, 8:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0fad0bdf08190bf6599d492848582 completed March 23, 2026, 8:33 a.m.
Created at: March 22, 2026, 4 p.m.