Triple
T5963554
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Special Enrollment Period (Medicare Part B) |
E132696
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
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.
|
E559014
|
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: Initial Enrollment Period for Medicare | Statement: [Special Enrollment Period (Medicare Part B), relatedTo, Initial Enrollment Period for Medicare]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Initial Enrollment Period for Medicare Context triple: [Special Enrollment Period (Medicare Part B), relatedTo, Initial Enrollment Period for Medicare]
-
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.
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.
-
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.
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
Medicare is a U.S. federal health insurance program primarily serving people aged 65 and older, as well as certain younger individuals with disabilities or specific medical conditions.
- 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: Initial Enrollment Period for Medicare Triple: [Special Enrollment Period (Medicare Part B), relatedTo, Initial Enrollment Period for Medicare]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Initial Enrollment Period for Medicare Target entity description: 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.
-
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.
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.
-
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.
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
Medicare is a U.S. federal health insurance program primarily serving people aged 65 and older, as well as certain younger individuals with disabilities or specific medical conditions.
- 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_69c0086c2364819091e9fe2f58fa2517 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c03a00e444819087f9df62263e83dc |
completed | March 22, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e3f32e8481908a6075684287c412 |
completed | March 23, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69c0ebfa3a9c81908a183f995350366b |
completed | March 23, 2026, 7:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0ec61672c8190b98cead75cac84d5 |
completed | March 23, 2026, 7:31 a.m. |
Created at: March 22, 2026, 4:03 p.m.