Triple
T4089469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Accountable Care Organizations |
E87668
|
entity |
| Predicate | hasProgramVariant |
P455
|
FINISHED |
| Object |
Next Generation ACO Model
The Next Generation ACO Model is an advanced Medicare accountable care initiative that allows participating organizations to take on higher levels of financial risk and reward in exchange for delivering more coordinated, cost-effective care.
|
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: Next Generation ACO Model | Statement: [Accountable Care Organizations, hasProgramVariant, Next Generation ACO Model]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Next Generation ACO Model Context triple: [Accountable Care Organizations, hasProgramVariant, Next Generation ACO Model]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Integrated Care Systems in England
Integrated Care Systems in England are regional partnerships that bring together NHS organizations, local authorities, and other stakeholders to plan and deliver coordinated health and care services for their populations.
-
E.
New York State Medicaid managed care organizations
New York State Medicaid managed care organizations are health plans that contract with the state to provide coordinated, comprehensive medical services to Medicaid enrollees under a managed care model.
- 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: Next Generation ACO Model Triple: [Accountable Care Organizations, hasProgramVariant, Next Generation ACO Model]
Generated description
The Next Generation ACO Model is an advanced Medicare accountable care initiative that allows participating organizations to take on higher levels of financial risk and reward in exchange for delivering more coordinated, cost-effective care.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Next Generation ACO Model Target entity description: The Next Generation ACO Model is an advanced Medicare accountable care initiative that allows participating organizations to take on higher levels of financial risk and reward in exchange for delivering more coordinated, cost-effective care.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Integrated Care Systems in England
Integrated Care Systems in England are regional partnerships that bring together NHS organizations, local authorities, and other stakeholders to plan and deliver coordinated health and care services for their populations.
-
E.
New York State Medicaid managed care organizations
New York State Medicaid managed care organizations are health plans that contract with the state to provide coordinated, comprehensive medical services to Medicaid enrollees under a managed care model.
- 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_69aed94425148190be337845d56fac22 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af019af25481909e9f1d171356f3e8 |
completed | March 9, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b6651d48190915581eca783cf3b |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56c4c41c88190b00ab8fc43686afb |
completed | March 14, 2026, 2:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56cc2ae948190a5e13992626dd547 |
completed | March 14, 2026, 2:12 p.m. |
Created at: March 9, 2026, 3:39 p.m.