Triple
T5166982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Center for Clinical Standards and Quality |
E116583
|
entity |
| Predicate | overseesProgram |
P86
|
FINISHED |
| Object |
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.
|
E500470
|
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: Hospital Readmissions Reduction Program | Statement: [Center for Clinical Standards and Quality, overseesProgram, Hospital Readmissions Reduction Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hospital Readmissions Reduction Program Context triple: [Center for Clinical Standards and Quality, overseesProgram, Hospital Readmissions Reduction Program]
-
A.
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.
-
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.
Center for Program Integrity
The Center for Program Integrity is a division within the Centers for Medicare & Medicaid Services responsible for preventing fraud, waste, and abuse in federal health care programs and ensuring proper payment and program compliance.
-
D.
Center for Medicare and Medicaid Innovation
The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
-
E.
Outpatient Quality Reporting Program
The Outpatient Quality Reporting Program is a U.S. Medicare initiative that collects and publicly reports performance data from hospital outpatient departments to promote transparency, improve care quality, and inform patient choice.
- 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: Hospital Readmissions Reduction Program Triple: [Center for Clinical Standards and Quality, overseesProgram, Hospital Readmissions Reduction Program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hospital Readmissions Reduction Program Target entity description: 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.
-
A.
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.
-
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.
Center for Program Integrity
The Center for Program Integrity is a division within the Centers for Medicare & Medicaid Services responsible for preventing fraud, waste, and abuse in federal health care programs and ensuring proper payment and program compliance.
-
D.
Center for Medicare and Medicaid Innovation
The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
-
E.
Outpatient Quality Reporting Program
The Outpatient Quality Reporting Program is a U.S. Medicare initiative that collects and publicly reports performance data from hospital outpatient departments to promote transparency, improve care quality, and inform patient choice.
- 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_69bd445ff97c81909a2615cc56235470 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd792c5ea88190b6aa0e519c744155 |
completed | March 20, 2026, 4:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee077effc8190bdd5771db64d1578 |
completed | March 21, 2026, 6:16 p.m. |
| NEDg | Description generation | batch_69bee1fb58ec81908a23d9bf4f8955be |
completed | March 21, 2026, 6:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee2c8e2ac81908f33de676bb31696 |
completed | March 21, 2026, 6:26 p.m. |
Created at: March 20, 2026, 1:45 p.m.