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.