Triple

T7031463
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Health Workforce E163279 entity
Predicate administersProgram P86 FINISHED
Object Teaching Health Center Graduate Medical Education Program
The Teaching Health Center Graduate Medical Education Program is a federal initiative that funds and supports residency training in community-based, primary care settings to expand the healthcare workforce in underserved areas.
E637339 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: Teaching Health Center Graduate Medical Education Program | Statement: [Bureau of Health Workforce, administersProgram, Teaching Health Center Graduate Medical Education Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Teaching Health Center Graduate Medical Education Program
Context triple: [Bureau of Health Workforce, administersProgram, Teaching Health Center Graduate Medical Education Program]
  • A. Medical Education in the United States and Canada
    Medical Education in the United States and Canada is Abraham Flexner’s landmark 1910 report that revolutionized North American medical training by promoting rigorous scientific standards and leading to widespread reform and consolidation of medical schools.
  • B. Department of Innovation in Medical Education
    The Department of Innovation in Medical Education is an academic unit at the University of Ottawa’s Faculty of Medicine dedicated to advancing medical teaching and learning through research, curriculum development, and educational innovation.
  • C. Jordan Medical Education Center
    The Jordan Medical Education Center is a modern academic facility in Philadelphia dedicated to training medical professionals and supporting biomedical research and education.
  • D. Society of General Internal Medicine
    The Society of General Internal Medicine is a professional organization dedicated to advancing general internal medicine through research, education, advocacy, and the promotion of high-quality patient care.
  • E. Health Professions Center
    The Health Professions Center is a specialized academic and clinical facility at the University of Southern Indiana that supports education and training in healthcare-related fields.
  • 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: Teaching Health Center Graduate Medical Education Program
Triple: [Bureau of Health Workforce, administersProgram, Teaching Health Center Graduate Medical Education Program]
Generated description
The Teaching Health Center Graduate Medical Education Program is a federal initiative that funds and supports residency training in community-based, primary care settings to expand the healthcare workforce in underserved areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Teaching Health Center Graduate Medical Education Program
Target entity description: The Teaching Health Center Graduate Medical Education Program is a federal initiative that funds and supports residency training in community-based, primary care settings to expand the healthcare workforce in underserved areas.
  • A. Medical Education in the United States and Canada
    Medical Education in the United States and Canada is Abraham Flexner’s landmark 1910 report that revolutionized North American medical training by promoting rigorous scientific standards and leading to widespread reform and consolidation of medical schools.
  • B. Department of Innovation in Medical Education
    The Department of Innovation in Medical Education is an academic unit at the University of Ottawa’s Faculty of Medicine dedicated to advancing medical teaching and learning through research, curriculum development, and educational innovation.
  • C. Jordan Medical Education Center
    The Jordan Medical Education Center is a modern academic facility in Philadelphia dedicated to training medical professionals and supporting biomedical research and education.
  • D. Society of General Internal Medicine
    The Society of General Internal Medicine is a professional organization dedicated to advancing general internal medicine through research, education, advocacy, and the promotion of high-quality patient care.
  • E. Health Professions Center
    The Health Professions Center is a specialized academic and clinical facility at the University of Southern Indiana that supports education and training in healthcare-related fields.
  • 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.