Triple
T22041527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medicare Prescription Drug, Improvement, and Modernization Act of 2003 |
E544646
|
entity |
| Predicate | titleOfProgramCreated |
P146371
|
FINISHED |
| Object | Medicare Part D prescription drug benefit |
—
|
NE NERFINISHED |
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 Part D prescription drug benefit | Statement: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, titleOfProgramCreated, Medicare Part D prescription drug benefit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medicare Part D prescription drug benefit Context triple: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, titleOfProgramCreated, Medicare Part D prescription drug benefit]
-
A.
Medicare Part D
chosen
Medicare Part D is the U.S. federal program that provides outpatient prescription drug coverage to Medicare beneficiaries through private insurance plans.
-
B.
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.
-
C.
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.
-
D.
Medicaid Drug Rebate Program
The Medicaid Drug Rebate Program is a U.S. federal initiative that requires drug manufacturers to provide rebates to state Medicaid programs in exchange for Medicaid coverage of their outpatient prescription drugs, helping control costs for the program.
-
E.
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.
- 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: titleOfProgramCreated Context triple: [Medicare Prescription Drug, Improvement, and Modernization Act of 2003, titleOfProgramCreated, Medicare Part D prescription drug benefit]
-
A.
createdTitleBy
Indicates that a title (such as a work, document, or creative piece) was created by a specific agent or creator.
-
B.
titleCreation
Indicates that an entity is responsible for creating, originating, or authoring the title associated with another entity.
-
C.
createdProgram
Indicates that an entity authored, developed, or produced a particular program (such as software or a coded application).
-
D.
programmeName
Indicates that an entity has or is identified by a specific programme’s name.
-
E.
codeTitleName
Indicates that a code entity (such as a file, module, or snippet) has a specific title or name associated with it.
- F. None of above. chosen
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_69e11e32445c8190ab97089b48a130bb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12829c1c081909edc7544242c9c7a |
completed | April 28, 2026, 9:35 p.m. |
| PD | Predicate disambiguation | batch_69e6f63b0d048190b241622759aab9de |
completed | April 21, 2026, 3:59 a.m. |
| PDg | Predicate description generation | batch_69e6fad4a540819096cdd5ea08527220 |
completed | April 21, 2026, 4:19 a.m. |
Created at: April 16, 2026, 8:25 p.m.