Triple

T329580
Position Surface form Disambiguated ID Type / Status
Subject United States Agency for International Development E6594 entity
Predicate hasProgram P178 FINISHED
Object Global Health Security programs
Global Health Security programs are U.S. government initiatives that strengthen countries’ capacities to prevent, detect, and respond to infectious disease threats and pandemics worldwide.
E41984 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: Global Health Security programs | Statement: [United States Agency for International Development, hasProgram, Global Health Security programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Health Security programs
Context triple: [United States Agency for International Development, hasProgram, Global Health Security programs]
  • A. Global Health Program
    The Global Health Program is a Council on Foreign Relations initiative that analyzes and informs policy on international health challenges and their implications for U.S. foreign policy and global security.
  • B. Center for Global Health
    The Center for Global Health is a division of the U.S. National Cancer Institute that leads and coordinates international efforts to reduce the global burden of cancer through research, partnerships, and capacity-building.
  • C. Global Vaccine Action Plan
    The Global Vaccine Action Plan is a comprehensive international framework developed to improve access to vaccines and strengthen immunization systems worldwide, guiding countries toward disease prevention and eradication goals.
  • D. Center for Communicable Disease Dynamics
    The Center for Communicable Disease Dynamics is a research center focused on understanding, modeling, and controlling infectious disease transmission and outbreaks.
  • E. Public Health Emergency of International Concern
    A Public Health Emergency of International Concern is a formal WHO designation for an extraordinary health event that poses a public health risk to multiple countries and may require a coordinated international response.
  • 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: Global Health Security programs
Triple: [United States Agency for International Development, hasProgram, Global Health Security programs]
Generated description
Global Health Security programs are U.S. government initiatives that strengthen countries’ capacities to prevent, detect, and respond to infectious disease threats and pandemics worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Health Security programs
Target entity description: Global Health Security programs are U.S. government initiatives that strengthen countries’ capacities to prevent, detect, and respond to infectious disease threats and pandemics worldwide.
  • A. Global Health Program
    The Global Health Program is a Council on Foreign Relations initiative that analyzes and informs policy on international health challenges and their implications for U.S. foreign policy and global security.
  • B. Center for Global Health
    The Center for Global Health is a division of the U.S. National Cancer Institute that leads and coordinates international efforts to reduce the global burden of cancer through research, partnerships, and capacity-building.
  • C. Global Vaccine Action Plan
    The Global Vaccine Action Plan is a comprehensive international framework developed to improve access to vaccines and strengthen immunization systems worldwide, guiding countries toward disease prevention and eradication goals.
  • D. Center for Communicable Disease Dynamics
    The Center for Communicable Disease Dynamics is a research center focused on understanding, modeling, and controlling infectious disease transmission and outbreaks.
  • E. Public Health Emergency of International Concern
    A Public Health Emergency of International Concern is a formal WHO designation for an extraordinary health event that poses a public health risk to multiple countries and may require a coordinated international response.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eaaeb64881909c7ab9bca3378e2b completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cfef5f4c8190a9c0e14a5a501237 completed March 1, 2026, 5:34 a.m.
NEDg Description generation batch_69a3d068ea8c81908851444ca70a64b4 completed March 1, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_69a3d0eb96748190aa8c47736820387c completed March 1, 2026, 5:38 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.