Triple
T20399312
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Outpatient Quality Reporting Program |
E500288
|
entity |
| Predicate | relatedProgram |
P37
|
FINISHED |
| Object |
Ambulatory Surgical Center Quality Reporting Program
The Ambulatory Surgical Center Quality Reporting Program is a Medicare initiative that requires ambulatory surgical centers to report standardized quality measures in exchange for full annual payment updates, aiming to improve transparency and patient care.
|
E1428133
|
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: Ambulatory Surgical Center Quality Reporting Program | Statement: [Outpatient Quality Reporting Program, relatedProgram, Ambulatory Surgical Center Quality Reporting Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ambulatory Surgical Center Quality Reporting Program Context triple: [Outpatient Quality Reporting Program, relatedProgram, Ambulatory Surgical Center Quality Reporting Program]
-
A.
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.
-
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.
Center for Clinical Standards and Quality
The Center for Clinical Standards and Quality is a division of the U.S. federal health system responsible for developing, implementing, and enforcing national healthcare quality and safety standards across Medicare- and Medicaid-participating providers.
-
E.
Quality Improvement Organization Program
The Quality Improvement Organization Program is a U.S. Medicare initiative that contracts with organizations in each state to improve the quality, efficiency, and safety of care delivered to Medicare beneficiaries.
- 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: Ambulatory Surgical Center Quality Reporting Program Triple: [Outpatient Quality Reporting Program, relatedProgram, Ambulatory Surgical Center Quality Reporting Program]
Generated description
The Ambulatory Surgical Center Quality Reporting Program is a Medicare initiative that requires ambulatory surgical centers to report standardized quality measures in exchange for full annual payment updates, aiming to improve transparency and patient care.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ambulatory Surgical Center Quality Reporting Program Target entity description: The Ambulatory Surgical Center Quality Reporting Program is a Medicare initiative that requires ambulatory surgical centers to report standardized quality measures in exchange for full annual payment updates, aiming to improve transparency and patient care.
-
A.
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.
-
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.
Center for Clinical Standards and Quality
The Center for Clinical Standards and Quality is a division of the U.S. federal health system responsible for developing, implementing, and enforcing national healthcare quality and safety standards across Medicare- and Medicaid-participating providers.
-
E.
Quality Improvement Organization Program
The Quality Improvement Organization Program is a U.S. Medicare initiative that contracts with organizations in each state to improve the quality, efficiency, and safety of care delivered to Medicare beneficiaries.
- 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_69e0b4a81bec8190b69adfdc1336a015 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6798cf04481909f183c4c75fe6d52 |
completed | April 20, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08762bd7e881909ceddb1b3c26a914 |
completed | May 16, 2026, 1:50 p.m. |
| NEDg | Description generation | batch_6a0877b7ed888190bccc1ba665528aca |
completed | May 16, 2026, 1:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a087834ea1c8190b1b94c70a807668a |
completed | May 16, 2026, 1:59 p.m. |
Created at: April 16, 2026, 11:29 a.m.