Triple
T20804697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | enhanced FMAP |
E512125
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | Enhanced Federal Medical Assistance Percentage |
—
|
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: Enhanced Federal Medical Assistance Percentage | Statement: [enhanced FMAP, fullName, Enhanced Federal Medical Assistance Percentage]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Enhanced Federal Medical Assistance Percentage Context triple: [enhanced FMAP, fullName, Enhanced Federal Medical Assistance Percentage]
-
A.
PPP and Health Care Enhancement Act
The PPP and Health Care Enhancement Act is a 2020 U.S. federal law that provided additional funding for the Paycheck Protection Program and expanded support for hospitals and COVID-19 testing during the coronavirus pandemic.
-
B.
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.
-
C.
Indian Health Care Improvement Act
The Indian Health Care Improvement Act is a key U.S. federal law that permanently authorizes and structures health care services for American Indians and Alaska Natives, aiming to raise their health status to the highest possible level.
-
D.
Moving Ahead for Progress in the 21st Century Act
The Moving Ahead for Progress in the 21st Century Act (MAP-21) is a U.S. federal transportation funding and authorization law that restructured and streamlined surface transportation programs, including data and performance management requirements.
-
E.
Pandemic and All-Hazards Preparedness Act
The Pandemic and All-Hazards Preparedness Act is a U.S. federal law that strengthens national public health and medical preparedness and response capabilities for emergencies such as pandemics, bioterrorism, and natural disasters.
- 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: Enhanced Federal Medical Assistance Percentage Target entity description: Enhanced Federal Medical Assistance Percentage is a higher federal matching rate used to incentivize and support specific Medicaid and CHIP expenditures by increasing the share of costs paid by the federal government.
-
A.
PPP and Health Care Enhancement Act
The PPP and Health Care Enhancement Act is a 2020 U.S. federal law that provided additional funding for the Paycheck Protection Program and expanded support for hospitals and COVID-19 testing during the coronavirus pandemic.
-
B.
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.
-
C.
Indian Health Care Improvement Act
The Indian Health Care Improvement Act is a key U.S. federal law that permanently authorizes and structures health care services for American Indians and Alaska Natives, aiming to raise their health status to the highest possible level.
-
D.
Moving Ahead for Progress in the 21st Century Act
The Moving Ahead for Progress in the 21st Century Act (MAP-21) is a U.S. federal transportation funding and authorization law that restructured and streamlined surface transportation programs, including data and performance management requirements.
-
E.
Pandemic and All-Hazards Preparedness Act
The Pandemic and All-Hazards Preparedness Act is a U.S. federal law that strengthens national public health and medical preparedness and response capabilities for emergencies such as pandemics, bioterrorism, and natural disasters.
- F. None of above. chosen
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_69e0b4cc69f481908e98751e697b9df4 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2ce6420819091792ffaa3c46c53 |
completed | April 21, 2026, 12:20 a.m. |
Created at: April 16, 2026, 12:40 p.m.