Triple
T20406059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hospital Readmissions Reduction Program |
E500470
|
entity |
| Predicate | scope |
P36
|
FINISHED |
| Object | Inpatient Prospective Payment System hospitals |
—
|
NE NERFINISHED |
How this triple was built (2 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: Inpatient Prospective Payment System hospitals | Statement: [Hospital Readmissions Reduction Program, scope, Inpatient Prospective Payment System hospitals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inpatient Prospective Payment System hospitals Context triple: [Hospital Readmissions Reduction Program, scope, Inpatient Prospective Payment System hospitals]
-
A.
Medicare Inpatient Prospective Payment System
chosen
The Medicare Inpatient Prospective Payment System is a federal reimbursement framework that pays hospitals predetermined, fixed amounts for inpatient stays under Medicare based on patients’ diagnoses and treatment categories.
-
B.
Inpatient Quality Reporting Program
The Inpatient Quality Reporting Program is a U.S. hospital reporting initiative that tracks and publicly reports performance on standardized quality measures to improve inpatient care and inform consumers.
-
C.
Hospital-Acquired Condition Reduction Program
The Hospital-Acquired Condition Reduction Program is a U.S. Medicare quality initiative that financially penalizes hospitals with high rates of preventable patient harms, such as infections and complications, to incentivize improved patient safety.
-
D.
Hospital Readmissions Reduction Program
The Hospital Readmissions Reduction Program is a U.S. Medicare value-based purchasing initiative that financially penalizes hospitals with excess patient readmissions in order to improve care quality and reduce avoidable hospitalizations.
-
E.
Hospital Value-Based Purchasing Program
The Hospital Value-Based Purchasing Program is a Medicare initiative that adjusts hospital payments based on performance on quality, safety, patient experience, and efficiency measures to incentivize better care.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4a81bec8190b69adfdc1336a015 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67992cfb88190ae49a1723e6667a1 |
completed | April 20, 2026, 7:08 p.m. |
Created at: April 16, 2026, 11:29 a.m.