Triple
T1140956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medicare Part B |
E23447
|
entity |
| Predicate | canBeAccessedVia |
P1985
|
FINISHED |
| Object | Medicare Advantage plans |
E23655
|
NE FINISHED |
How this triple was built (3 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 Advantage plans | Statement: [Medicare Part B, canBeAccessedVia, Medicare Advantage plans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medicare Advantage plans Context triple: [Medicare Part B, canBeAccessedVia, Medicare Advantage plans]
-
A.
Medicare Part C
chosen
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.
-
B.
Medicare Part D
Medicare Part D is the U.S. federal program that provides outpatient prescription drug coverage to Medicare beneficiaries through private insurance plans.
-
C.
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.
-
D.
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.
-
E.
MultiPlan
MultiPlan is a U.S.-based healthcare cost management and analytics company that provides network-based and data-driven solutions to insurers, payers, and other healthcare organizations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: canBeAccessedVia Context triple: [Medicare Part B, canBeAccessedVia, Medicare Advantage plans]
-
A.
accessibleFrom
chosen
Indicates that one entity can be reached, entered, or used starting from another entity, typically without obstruction.
-
B.
areAccessibleAt
Indicates that certain entities can be reached, used, or entered at a specified location, time, or context.
-
C.
hasAccessTo
Indicates that one entity is permitted to enter, use, or interact with another entity, resource, or location.
-
D.
isAccessible
Indicates that one entity can be reached, used, or entered by another entity without obstruction or restriction.
-
E.
notAccessibleBy
Indicates that one entity cannot be reached, used, or obtained through another specified entity or means.
- F. None of above.
Provenance (4 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_69a493ef399c8190b04b9146d2314f59 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bde18d208190848c189b2b8d585f |
completed | March 1, 2026, 10:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59b2395c81909d4608bdaf1d57e8 |
completed | March 7, 2026, 5 p.m. |
| PD | Predicate disambiguation | batch_69a4bb4b52d48190bec2e7ad1cc8efc0 |
completed | March 1, 2026, 10:18 p.m. |
Created at: March 1, 2026, 7:44 p.m.