Triple
T5765671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medicare Part D |
E127207
|
entity |
| Predicate | targetPopulation |
P860
|
FINISHED |
| Object |
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.
|
E544645
|
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 beneficiaries | Statement: [Medicare Part D, targetPopulation, Medicare beneficiaries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medicare beneficiaries Context triple: [Medicare Part D, targetPopulation, Medicare beneficiaries]
-
A.
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.
-
B.
Medicare trust funds
Medicare trust funds are federal financial accounts that collect dedicated revenues and disburse payments to support the Medicare program’s health coverage for eligible beneficiaries.
-
C.
Medicare Part A
Medicare Part A is the U.S. federal health insurance program component that primarily covers inpatient hospital, skilled nursing facility, hospice, and some home health care services for eligible older adults and certain disabled individuals.
-
D.
Medicare Part B
Medicare Part B is the component of the U.S. federal health insurance program that helps cover medically necessary outpatient services, such as doctor visits, preventive care, and certain medical supplies for eligible beneficiaries.
-
E.
Medicare (Canada)
Medicare (Canada) is the publicly funded, universal healthcare system that provides medically necessary hospital and physician services to residents across Canada.
- 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 beneficiaries Triple: [Medicare Part D, targetPopulation, Medicare beneficiaries]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Medicare beneficiaries Target entity description: 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.
-
A.
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.
-
B.
Medicare trust funds
Medicare trust funds are federal financial accounts that collect dedicated revenues and disburse payments to support the Medicare program’s health coverage for eligible beneficiaries.
-
C.
Medicare Part A
Medicare Part A is the U.S. federal health insurance program component that primarily covers inpatient hospital, skilled nursing facility, hospice, and some home health care services for eligible older adults and certain disabled individuals.
-
D.
Medicare Part B
Medicare Part B is the component of the U.S. federal health insurance program that helps cover medically necessary outpatient services, such as doctor visits, preventive care, and certain medical supplies for eligible beneficiaries.
-
E.
Medicare (Canada)
Medicare (Canada) is the publicly funded, universal healthcare system that provides medically necessary hospital and physician services to residents across Canada.
- 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_69c00834f6308190851b0abeddd8ed7e |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0296fa3e881909359bc39892ccc18 |
completed | March 22, 2026, 5:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e59c2d0819091101dea300e1d7e |
completed | March 22, 2026, 11:42 p.m. |
| NEDg | Description generation | batch_69c089b27f9c8190ab7973e85fbf13e9 |
completed | March 23, 2026, 12:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08a2dc2a08190a762c4373eeb1ddf |
completed | March 23, 2026, 12:32 a.m. |
Created at: March 22, 2026, 3:49 p.m.