Triple
T7031460
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bureau of Health Workforce |
E163279
|
entity |
| Predicate | administersProgram |
P86
|
FINISHED |
| Object |
National Health Service Corps
The National Health Service Corps is a U.S. federal program that offers scholarships and loan repayment to health professionals in exchange for providing care in underserved communities.
|
E30396
|
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: National Health Service Corps | Statement: [Bureau of Health Workforce, administersProgram, National Health Service Corps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Health Service Corps Context triple: [Bureau of Health Workforce, administersProgram, National Health Service Corps]
-
A.
Indian Health Service
The Indian Health Service is a U.S. federal agency responsible for providing health care services to American Indians and Alaska Natives.
-
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.
Visiting Nurse Service of New York
Visiting Nurse Service of New York is a major nonprofit home- and community-based healthcare organization that provides nursing and related services to patients throughout the New York City area.
-
E.
Health Resources and Services Administration
The Health Resources and Services Administration is a U.S. federal agency that improves access to health care services for people who are uninsured, isolated, or medically vulnerable.
- 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: National Health Service Corps Triple: [Bureau of Health Workforce, administersProgram, National Health Service Corps]
Generated description
The National Health Service Corps is a U.S. federal program that offers scholarships and loan repayment to health professionals in exchange for providing care in underserved communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Health Service Corps Target entity description: The National Health Service Corps is a U.S. federal program that offers scholarships and loan repayment to health professionals in exchange for providing care in underserved communities.
-
A.
Indian Health Service
The Indian Health Service is a U.S. federal agency responsible for providing health care services to American Indians and Alaska Natives.
-
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.
Visiting Nurse Service of New York
Visiting Nurse Service of New York is a major nonprofit home- and community-based healthcare organization that provides nursing and related services to patients throughout the New York City area.
-
E.
Health Resources and Services Administration
chosen
The Health Resources and Services Administration is a U.S. federal agency that improves access to health care services for people who are uninsured, isolated, or medically vulnerable.
- 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_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.