Triple
T20399179
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quality Improvement Organization Program |
E500286
|
entity |
| Predicate | contractsWith |
P16089
|
FINISHED |
| Object | Quality Improvement Organizations |
—
|
NE NERFINISHED |
How this triple was built (2 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: Quality Improvement Organizations | Statement: [Quality Improvement Organization Program, contractsWith, Quality Improvement Organizations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quality Improvement Organizations Context triple: [Quality Improvement Organization Program, contractsWith, Quality Improvement Organizations]
-
A.
Quality Improvement Organization Program
chosen
The Quality Improvement Organization Program is a U.S. Medicare initiative that contracts with organizations in each state to improve the quality, efficiency, and safety of care delivered to Medicare beneficiaries.
-
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.
Federally Qualified Health Centers
Federally Qualified Health Centers are community-based healthcare providers in the United States that offer comprehensive primary care services to underserved populations regardless of their ability to pay, supported by federal funding and enhanced reimbursement.
-
D.
Agency for Care Effectiveness
The Agency for Care Effectiveness is Singapore’s national health technology assessment and clinical guidance body that evaluates medical treatments and technologies to support evidence-based, cost-effective healthcare decisions.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.