Triple
T5166979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Center for Clinical Standards and Quality |
E116583
|
entity |
| Predicate | overseesProgram |
P86
|
FINISHED |
| Object |
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.
|
E500288
|
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: Outpatient Quality Reporting Program | Statement: [Center for Clinical Standards and Quality, overseesProgram, Outpatient Quality Reporting Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Outpatient Quality Reporting Program Context triple: [Center for Clinical Standards and Quality, overseesProgram, Outpatient Quality Reporting Program]
-
A.
Office of Program Integrity
The Office of Program Integrity is a unit within the Oregon Department of Human Services responsible for preventing, detecting, and addressing fraud, waste, and abuse in the agency’s programs.
-
B.
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.
-
C.
Accountable Care Organizations
Accountable Care Organizations are collaborative networks of doctors, hospitals, and other healthcare providers that jointly take responsibility for the quality and cost of care for a defined patient population.
-
D.
Patient Safety Organization program
The Patient Safety Organization program is a federal initiative that supports organizations in collecting, analyzing, and sharing healthcare error data to improve patient safety and reduce medical harm.
-
E.
340B Drug Pricing Program
The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
- 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: Outpatient Quality Reporting Program Triple: [Center for Clinical Standards and Quality, overseesProgram, Outpatient Quality Reporting Program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Outpatient Quality Reporting Program Target entity description: 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.
-
A.
Office of Program Integrity
The Office of Program Integrity is a unit within the Oregon Department of Human Services responsible for preventing, detecting, and addressing fraud, waste, and abuse in the agency’s programs.
-
B.
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.
-
C.
Accountable Care Organizations
Accountable Care Organizations are collaborative networks of doctors, hospitals, and other healthcare providers that jointly take responsibility for the quality and cost of care for a defined patient population.
-
D.
Patient Safety Organization program
The Patient Safety Organization program is a federal initiative that supports organizations in collecting, analyzing, and sharing healthcare error data to improve patient safety and reduce medical harm.
-
E.
340B Drug Pricing Program
The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
- 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_69bed93b85188190927d448e09a46425 |
completed | March 21, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69bedbd301088190908d050425c6cda7 |
completed | March 21, 2026, 5:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bedc65fcdc8190bc99c0d049e4dd94 |
completed | March 21, 2026, 5:59 p.m. |
Created at: March 20, 2026, 1:45 p.m.