Triple

T7031466
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Health Workforce E163279 entity
Predicate administersProgram P86 FINISHED
Object Public Health Training Centers Program
The Public Health Training Centers Program is a U.S. federal initiative that funds regional centers to provide education and workforce development for current and future public health professionals.
E637341 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: Public Health Training Centers Program | Statement: [Bureau of Health Workforce, administersProgram, Public Health Training Centers Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Health Training Centers Program
Context triple: [Bureau of Health Workforce, administersProgram, Public Health Training Centers Program]
  • A. Council on Education for Public Health
    The Council on Education for Public Health is an independent accrediting body that evaluates and certifies schools and programs in public health to ensure they meet established standards of quality and professional preparation.
  • B. Office of Public Health Preparedness and Response
    The Office of Public Health Preparedness and Response is a division of the U.S. Centers for Disease Control and Prevention responsible for coordinating national efforts to prepare for, respond to, and recover from public health emergencies and disasters.
  • C. Hospital Preparedness Program
    The Hospital Preparedness Program is a U.S. federal initiative that funds and guides healthcare systems to enhance their ability to prepare for, respond to, and recover from public health emergencies and disasters.
  • D. National Center for Preventive Programs and Disease Control
    The National Center for Preventive Programs and Disease Control is a Mexican public health institution responsible for designing, coordinating, and implementing national strategies for disease prevention and control.
  • E. New York State Preparedness Training Center
    The New York State Preparedness Training Center is a state-of-the-art facility in New York dedicated to training first responders and emergency management personnel in disaster preparedness, response, and homeland security operations.
  • 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: Public Health Training Centers Program
Triple: [Bureau of Health Workforce, administersProgram, Public Health Training Centers Program]
Generated description
The Public Health Training Centers Program is a U.S. federal initiative that funds regional centers to provide education and workforce development for current and future public health professionals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Health Training Centers Program
Target entity description: The Public Health Training Centers Program is a U.S. federal initiative that funds regional centers to provide education and workforce development for current and future public health professionals.
  • A. Council on Education for Public Health
    The Council on Education for Public Health is an independent accrediting body that evaluates and certifies schools and programs in public health to ensure they meet established standards of quality and professional preparation.
  • B. Office of Public Health Preparedness and Response
    The Office of Public Health Preparedness and Response is a division of the U.S. Centers for Disease Control and Prevention responsible for coordinating national efforts to prepare for, respond to, and recover from public health emergencies and disasters.
  • C. Hospital Preparedness Program
    The Hospital Preparedness Program is a U.S. federal initiative that funds and guides healthcare systems to enhance their ability to prepare for, respond to, and recover from public health emergencies and disasters.
  • D. National Center for Preventive Programs and Disease Control
    The National Center for Preventive Programs and Disease Control is a Mexican public health institution responsible for designing, coordinating, and implementing national strategies for disease prevention and control.
  • E. New York State Preparedness Training Center
    The New York State Preparedness Training Center is a state-of-the-art facility in New York dedicated to training first responders and emergency management personnel in disaster preparedness, response, and homeland security operations.
  • 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.