Triple
T7031180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Health Center Program |
E163273
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
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.
|
E637320
|
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: Federally Qualified Health Centers | Statement: [Health Center Program, associatedWith, Federally Qualified Health Centers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federally Qualified Health Centers Context triple: [Health Center Program, associatedWith, Federally Qualified Health Centers]
-
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.
Central Health Service
The Central Health Service is a cadre of medical professionals in India responsible for providing healthcare services and medical administration within various central government institutions and departments.
-
C.
Altru Health System
Altru Health System is a regional, physician-led nonprofit healthcare network based in Grand Forks, North Dakota, providing hospital and clinical services to communities in the upper Midwest.
-
D.
Essentia Health
Essentia Health is a regional, integrated healthcare system that operates hospitals and clinics across the upper Midwest of the United States.
-
E.
Federal Office of Rural Health Policy
The Federal Office of Rural Health Policy is a U.S. government office that develops and coordinates national policies and programs to improve health care access and outcomes in rural communities.
- 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: Federally Qualified Health Centers Triple: [Health Center Program, associatedWith, Federally Qualified Health Centers]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federally Qualified Health Centers Target entity description: 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.
-
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.
Central Health Service
The Central Health Service is a cadre of medical professionals in India responsible for providing healthcare services and medical administration within various central government institutions and departments.
-
C.
Altru Health System
Altru Health System is a regional, physician-led nonprofit healthcare network based in Grand Forks, North Dakota, providing hospital and clinical services to communities in the upper Midwest.
-
D.
Essentia Health
Essentia Health is a regional, integrated healthcare system that operates hospitals and clinics across the upper Midwest of the United States.
-
E.
Federal Office of Rural Health Policy
The Federal Office of Rural Health Policy is a U.S. government office that develops and coordinates national policies and programs to improve health care access and outcomes in rural communities.
- 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_69c6885d691c81908cf7d31083113886 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e20ee1208190811be10a84e7d8a4 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c775980920819081d31b8d2843fb3d |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c77aa1c704819088a9561ac55f9037 |
completed | March 28, 2026, 6:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77b082f3c8190a649297ce0f816bb |
completed | March 28, 2026, 6:54 a.m. |
Created at: March 27, 2026, 2:35 p.m.