Triple
T735117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Affordable Care Act |
E14911
|
entity |
| Predicate | introducedPolicy |
P172
|
FINISHED |
| Object |
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.
|
E87668
|
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: Accountable Care Organizations | Statement: [Affordable Care Act, introducedPolicy, Accountable Care Organizations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Accountable Care Organizations Context triple: [Affordable Care Act, introducedPolicy, Accountable Care Organizations]
-
A.
Agency for Healthcare Research and Quality
The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
-
B.
Integrated Care Boards
Integrated Care Boards are regional NHS organizations in England responsible for planning, funding, and coordinating health and care services across local systems.
-
C.
Centers for Medicare & Medicaid Services
The Centers for Medicare & Medicaid Services is a U.S. federal agency within the Department of Health and Human Services that administers the nation’s major public health insurance programs, including Medicare and Medicaid, and sets key standards for healthcare quality and reimbursement.
-
D.
Bureau of Health Care Safety and Quality
The Bureau of Health Care Safety and Quality is a division of Massachusetts state government responsible for overseeing and improving the safety, quality, and regulatory compliance of health care facilities and services.
-
E.
Affordable Care Act
The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
- 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: Accountable Care Organizations Triple: [Affordable Care Act, introducedPolicy, Accountable Care Organizations]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Accountable Care Organizations Target entity description: 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.
-
A.
Agency for Healthcare Research and Quality
The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
-
B.
Integrated Care Boards
Integrated Care Boards are regional NHS organizations in England responsible for planning, funding, and coordinating health and care services across local systems.
-
C.
Centers for Medicare & Medicaid Services
The Centers for Medicare & Medicaid Services is a U.S. federal agency within the Department of Health and Human Services that administers the nation’s major public health insurance programs, including Medicare and Medicaid, and sets key standards for healthcare quality and reimbursement.
-
D.
Bureau of Health Care Safety and Quality
The Bureau of Health Care Safety and Quality is a division of Massachusetts state government responsible for overseeing and improving the safety, quality, and regulatory compliance of health care facilities and services.
-
E.
Affordable Care Act
The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
- 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_69a4934d9930819099eed80096b0597d |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a5d8c6148190a468f2d95f7ec91f |
completed | March 1, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a64a5f0de4819083457c86e5e93ba0 |
completed | March 3, 2026, 2:41 a.m. |
| NEDg | Description generation | batch_69a64b03246081908c20445a7a401008 |
completed | March 3, 2026, 2:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a64b4e9cec8190a3dcc378f853be0d |
completed | March 3, 2026, 2:45 a.m. |
Created at: March 1, 2026, 7:37 p.m.