Triple
T5166980
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Center for Clinical Standards and Quality |
E116583
|
entity |
| Predicate | overseesProgram |
P86
|
FINISHED |
| Object |
Value-Based Purchasing programs
Value-Based Purchasing programs are healthcare reimbursement initiatives that tie provider payments to the quality and efficiency of care delivered, incentivizing better outcomes and patient experiences.
|
E87669
|
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: Value-Based Purchasing programs | Statement: [Center for Clinical Standards and Quality, overseesProgram, Value-Based Purchasing programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Value-Based Purchasing programs Context triple: [Center for Clinical Standards and Quality, overseesProgram, Value-Based Purchasing programs]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Prime Therapeutics
Prime Therapeutics is a U.S.-based pharmacy benefit management company that administers prescription drug benefits for health plans, employers, and government programs.
-
E.
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.
- 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: Value-Based Purchasing programs Triple: [Center for Clinical Standards and Quality, overseesProgram, Value-Based Purchasing programs]
Generated description
Value-Based Purchasing programs are healthcare reimbursement initiatives that tie provider payments to the quality and efficiency of care delivered, incentivizing better outcomes and patient experiences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Value-Based Purchasing programs Target entity description: Value-Based Purchasing programs are healthcare reimbursement initiatives that tie provider payments to the quality and efficiency of care delivered, incentivizing better outcomes and patient experiences.
-
A.
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.
-
B.
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.
-
C.
Center for Medicare and Medicaid Innovation
chosen
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.
-
D.
Prime Therapeutics
Prime Therapeutics is a U.S.-based pharmacy benefit management company that administers prescription drug benefits for health plans, employers, and government programs.
-
E.
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.
- F. None of above.
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.