Triple

T7031462
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Health Workforce E163279 entity
Predicate administersProgram P86 FINISHED
Object Children’s Hospitals Graduate Medical Education Payment Program
The Children’s Hospitals Graduate Medical Education Payment Program is a U.S. federal funding initiative that supports graduate medical education and training programs in freestanding children’s hospitals.
E637338 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: Children’s Hospitals Graduate Medical Education Payment Program | Statement: [Bureau of Health Workforce, administersProgram, Children’s Hospitals Graduate Medical Education Payment Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Children’s Hospitals Graduate Medical Education Payment Program
Context triple: [Bureau of Health Workforce, administersProgram, Children’s Hospitals Graduate Medical Education Payment Program]
  • A. Children’s Hospital
    Children’s Hospital was the original name of the Royal Children’s Hospital, a major pediatric healthcare institution in Melbourne, Australia.
  • B. Children’s Hospital
    Children’s Hospital is the original institution that evolved into Children’s National Medical Center, a major pediatric healthcare and research facility in Washington, D.C.
  • 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. Hospital-Acquired Condition Reduction Program
    The Hospital-Acquired Condition Reduction Program is a U.S. Medicare quality initiative that financially penalizes hospitals with high rates of preventable patient harms, such as infections and complications, to incentivize improved patient safety.
  • E. Children’s Hospital of The King’s Daughters
    Children’s Hospital of The King’s Daughters is a major pediatric hospital in Norfolk, Virginia, providing specialized medical care for infants, children, and adolescents and serving as a key regional referral and teaching center.
  • 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: Children’s Hospitals Graduate Medical Education Payment Program
Triple: [Bureau of Health Workforce, administersProgram, Children’s Hospitals Graduate Medical Education Payment Program]
Generated description
The Children’s Hospitals Graduate Medical Education Payment Program is a U.S. federal funding initiative that supports graduate medical education and training programs in freestanding children’s hospitals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Children’s Hospitals Graduate Medical Education Payment Program
Target entity description: The Children’s Hospitals Graduate Medical Education Payment Program is a U.S. federal funding initiative that supports graduate medical education and training programs in freestanding children’s hospitals.
  • A. Children’s Hospital
    Children’s Hospital was the original name of the Royal Children’s Hospital, a major pediatric healthcare institution in Melbourne, Australia.
  • B. Children’s Hospital
    Children’s Hospital is the original institution that evolved into Children’s National Medical Center, a major pediatric healthcare and research facility in Washington, D.C.
  • 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. Hospital-Acquired Condition Reduction Program
    The Hospital-Acquired Condition Reduction Program is a U.S. Medicare quality initiative that financially penalizes hospitals with high rates of preventable patient harms, such as infections and complications, to incentivize improved patient safety.
  • E. Children’s Hospital of The King’s Daughters
    Children’s Hospital of The King’s Daughters is a major pediatric hospital in Norfolk, Virginia, providing specialized medical care for infants, children, and adolescents and serving as a key regional referral and teaching center.
  • 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.