Triple
T20398716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Center for Program Integrity |
E500275
|
entity |
| Predicate | legalAuthority |
P125
|
FINISHED |
| Object | Affordable Care Act program integrity provisions |
—
|
NE NERFINISHED |
How this triple was built (3 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: Affordable Care Act program integrity provisions | Statement: [Center for Program Integrity, legalAuthority, Affordable Care Act program integrity provisions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Affordable Care Act program integrity provisions Context triple: [Center for Program Integrity, legalAuthority, Affordable Care Act program integrity provisions]
-
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.
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.
-
C.
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.
-
D.
Medicare Rural Hospital Flexibility Program
The Medicare Rural Hospital Flexibility Program is a U.S. federal initiative that supports rural hospitals—particularly Critical Access Hospitals—in improving financial stability, quality of care, and access to essential health services in underserved communities.
-
E.
Medicare secondary payer rules
Medicare secondary payer rules are federal regulations that determine when Medicare pays after another insurer (like employer group health plans, liability, no-fault, or workers’ compensation insurance) has primary responsibility for a beneficiary’s medical costs.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Affordable Care Act program integrity provisions Target entity description: The Affordable Care Act program integrity provisions are a set of laws and regulations designed to prevent fraud, waste, and abuse in federal health care programs by strengthening oversight, enforcement, and accountability measures.
-
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.
Center for Program Integrity
chosen
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.
-
C.
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.
-
D.
Medicare Rural Hospital Flexibility Program
The Medicare Rural Hospital Flexibility Program is a U.S. federal initiative that supports rural hospitals—particularly Critical Access Hospitals—in improving financial stability, quality of care, and access to essential health services in underserved communities.
-
E.
Medicare secondary payer rules
Medicare secondary payer rules are federal regulations that determine when Medicare pays after another insurer (like employer group health plans, liability, no-fault, or workers’ compensation insurance) has primary responsibility for a beneficiary’s medical costs.
- F. None of above.
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_69e6798cf04481909f183c4c75fe6d52 |
completed | April 20, 2026, 7:07 p.m. |
Created at: April 16, 2026, 11:29 a.m.