Triple
T7031465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bureau of Health Workforce |
E163279
|
entity |
| Predicate | administersProgram |
P86
|
FINISHED |
| Object |
Nursing Workforce Development programs
Nursing Workforce Development programs are federal initiatives designed to strengthen and expand the nursing workforce through education, training, and support for nurses and nursing students, particularly in underserved areas.
|
E637340
|
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: Nursing Workforce Development programs | Statement: [Bureau of Health Workforce, administersProgram, Nursing Workforce Development programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nursing Workforce Development programs Context triple: [Bureau of Health Workforce, administersProgram, Nursing Workforce Development programs]
-
A.
School of Nursing & Health Innovations
The School of Nursing & Health Innovations is the University of Portland’s academic unit dedicated to educating future nurses and health professionals through clinical training, research, and community-focused healthcare programs.
-
B.
College of Nursing & Professional Disciplines
The College of Nursing & Professional Disciplines is a health-focused academic unit at the University of North Dakota that offers education and training in nursing and related professional fields.
-
C.
School of Nursing and Health Studies
The School of Nursing and Health Studies is the University of Miami’s academic unit dedicated to educating healthcare professionals and advancing research in nursing and related health sciences.
-
D.
School of Nursing and Health Studies
The School of Nursing and Health Studies is a professional academic unit at the University of Missouri–Kansas City that offers education and training in nursing and allied health fields.
-
E.
School of Nursing Sciences
The School of Nursing Sciences is a faculty of the University of Zambia that provides education and training for nurses and other nursing professionals.
- 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: Nursing Workforce Development programs Triple: [Bureau of Health Workforce, administersProgram, Nursing Workforce Development programs]
Generated description
Nursing Workforce Development programs are federal initiatives designed to strengthen and expand the nursing workforce through education, training, and support for nurses and nursing students, particularly in underserved areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nursing Workforce Development programs Target entity description: Nursing Workforce Development programs are federal initiatives designed to strengthen and expand the nursing workforce through education, training, and support for nurses and nursing students, particularly in underserved areas.
-
A.
School of Nursing & Health Innovations
The School of Nursing & Health Innovations is the University of Portland’s academic unit dedicated to educating future nurses and health professionals through clinical training, research, and community-focused healthcare programs.
-
B.
College of Nursing & Professional Disciplines
The College of Nursing & Professional Disciplines is a health-focused academic unit at the University of North Dakota that offers education and training in nursing and related professional fields.
-
C.
School of Nursing and Health Studies
The School of Nursing and Health Studies is the University of Miami’s academic unit dedicated to educating healthcare professionals and advancing research in nursing and related health sciences.
-
D.
School of Nursing and Health Studies
The School of Nursing and Health Studies is a professional academic unit at the University of Missouri–Kansas City that offers education and training in nursing and allied health fields.
-
E.
School of Nursing Sciences
The School of Nursing Sciences is a faculty of the University of Zambia that provides education and training for nurses and other nursing professionals.
- 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.