Triple
T22450434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medicare Plan Finder |
E554973
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Medicare Open Enrollment
Medicare Open Enrollment is the annual period when eligible individuals can review, change, or enroll in Medicare health and drug plans for the coming year.
|
E1537403
|
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 | Statement: [Medicare Plan Finder, relatedTo, Medicare Open Enrollment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medicare Open Enrollment Context triple: [Medicare Plan Finder, relatedTo, Medicare Open Enrollment]
-
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.
Medigap Open Enrollment Period
The Medigap Open Enrollment Period is a six-month window that begins when someone is both 65 or older and enrolled in Medicare Part B, during which they can buy any Medigap policy sold in their state without medical underwriting.
-
C.
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.
-
D.
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.
-
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 Triple: [Medicare Plan Finder, relatedTo, Medicare Open Enrollment]
Generated description
Medicare Open Enrollment is the annual period when eligible individuals can review, change, or enroll in Medicare health and drug plans for the coming year.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Medicare Open Enrollment Target entity description: Medicare Open Enrollment is the annual period when eligible individuals can review, change, or enroll in Medicare health and drug plans for the coming year.
-
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.
Medigap Open Enrollment Period
The Medigap Open Enrollment Period is a six-month window that begins when someone is both 65 or older and enrolled in Medicare Part B, during which they can buy any Medigap policy sold in their state without medical underwriting.
-
C.
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.
-
D.
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.
-
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
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_69e11e5113208190ab58c6b595f9d1d0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b4ae8a08190ba6027f036ce62af |
completed | April 29, 2026, 1:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b0c79028c8190bcefe8549a81f777 |
completed | May 18, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0b0d10a50881909fb586a3c529623d |
completed | May 18, 2026, 12:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b0daf9bac819086166985458f6742 |
completed | May 18, 2026, 1:01 p.m. |
Created at: April 16, 2026, 8:48 p.m.