Triple
T22450386
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medicare Annual Enrollment Period |
E554972
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Medicare plan sponsors
Medicare plan sponsors are private insurance companies and organizations approved by the federal government to offer Medicare Advantage and Medicare Part D prescription drug plans to eligible beneficiaries.
|
E1537402
|
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 plan sponsors | Statement: [Medicare Annual Enrollment Period, usedBy, Medicare plan sponsors]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medicare plan sponsors Context triple: [Medicare Annual Enrollment Period, usedBy, Medicare plan sponsors]
-
A.
Medicare Administrative Contractors
Medicare Administrative Contractors are private organizations contracted by the U.S. Centers for Medicare & Medicaid Services to process Medicare claims, make coverage determinations, and administer benefits for beneficiaries in specific geographic jurisdictions.
-
B.
Medicare suppliers
Medicare suppliers are organizations or individuals approved to provide medical equipment, supplies, and certain services to beneficiaries under the U.S. Medicare program and bill Medicare for reimbursement.
-
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.
Medicare beneficiaries
Medicare beneficiaries are individuals, primarily aged 65 and older or with certain disabilities, who are enrolled in the U.S. federal health insurance program Medicare.
-
E.
Medicare and Medicaid
Medicare and Medicaid are U.S. government health insurance programs that provide coverage primarily to seniors, people with disabilities, and low-income individuals and families.
- 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 plan sponsors Triple: [Medicare Annual Enrollment Period, usedBy, Medicare plan sponsors]
Generated description
Medicare plan sponsors are private insurance companies and organizations approved by the federal government to offer Medicare Advantage and Medicare Part D prescription drug plans to eligible beneficiaries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Medicare plan sponsors Target entity description: Medicare plan sponsors are private insurance companies and organizations approved by the federal government to offer Medicare Advantage and Medicare Part D prescription drug plans to eligible beneficiaries.
-
A.
Medicare Administrative Contractors
Medicare Administrative Contractors are private organizations contracted by the U.S. Centers for Medicare & Medicaid Services to process Medicare claims, make coverage determinations, and administer benefits for beneficiaries in specific geographic jurisdictions.
-
B.
Medicare suppliers
Medicare suppliers are organizations or individuals approved to provide medical equipment, supplies, and certain services to beneficiaries under the U.S. Medicare program and bill Medicare for reimbursement.
-
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.
Medicare beneficiaries
Medicare beneficiaries are individuals, primarily aged 65 and older or with certain disabilities, who are enrolled in the U.S. federal health insurance program Medicare.
-
E.
Medicare and Medicaid
Medicare and Medicaid are U.S. government health insurance programs that provide coverage primarily to seniors, people with disabilities, and low-income individuals and families.
- 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.