Triple

T329546
Position Surface form Disambiguated ID Type / Status
Subject United States Agency for International Development E6594 entity
Predicate subsidiary P258 FINISHED
Object Bureau for Resilience and Food Security (USAID)
The Bureau for Resilience and Food Security (USAID) is the U.S. government’s lead unit for global food security, resilience, and nutrition programs, overseeing initiatives like Feed the Future to reduce hunger and poverty worldwide.
E6594 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: Bureau for Resilience and Food Security (USAID) | Statement: [United States Agency for International Development, subsidiary, Bureau for Resilience and Food Security (USAID)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureau for Resilience and Food Security (USAID)
Context triple: [United States Agency for International Development, subsidiary, Bureau for Resilience and Food Security (USAID)]
  • A. United States Agency for International Development
    The United States Agency for International Development (USAID) is the primary U.S. government agency responsible for administering civilian foreign aid and development assistance worldwide.
  • B. World Food Programme
    The World Food Programme is the United Nations’ leading humanitarian organization focused on combating global hunger and providing emergency food assistance and nutrition support to vulnerable populations worldwide.
  • C. International Fund for Agricultural Development
    The International Fund for Agricultural Development (IFAD) is a specialized United Nations agency and international financial institution that provides loans and grants to reduce rural poverty and improve food security in developing countries.
  • D. Food and Agriculture Organization
    The Food and Agriculture Organization is a United Nations specialized agency that leads international efforts to defeat hunger and improve food security, nutrition, and sustainable agriculture worldwide.
  • E. United States Department of Agriculture
    The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
  • 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: Bureau for Resilience and Food Security (USAID)
Triple: [United States Agency for International Development, subsidiary, Bureau for Resilience and Food Security (USAID)]
Generated description
The Bureau for Resilience and Food Security (USAID) is the U.S. government’s lead unit for global food security, resilience, and nutrition programs, overseeing initiatives like Feed the Future to reduce hunger and poverty worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureau for Resilience and Food Security (USAID)
Target entity description: The Bureau for Resilience and Food Security (USAID) is the U.S. government’s lead unit for global food security, resilience, and nutrition programs, overseeing initiatives like Feed the Future to reduce hunger and poverty worldwide.
  • A. United States Agency for International Development chosen
    The United States Agency for International Development (USAID) is the primary U.S. government agency responsible for administering civilian foreign aid and development assistance worldwide.
  • B. World Food Programme
    The World Food Programme is the United Nations’ leading humanitarian organization focused on combating global hunger and providing emergency food assistance and nutrition support to vulnerable populations worldwide.
  • C. International Fund for Agricultural Development
    The International Fund for Agricultural Development (IFAD) is a specialized United Nations agency and international financial institution that provides loans and grants to reduce rural poverty and improve food security in developing countries.
  • D. Food and Agriculture Organization
    The Food and Agriculture Organization is a United Nations specialized agency that leads international efforts to defeat hunger and improve food security, nutrition, and sustainable agriculture worldwide.
  • E. United States Department of Agriculture
    The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
  • F. None of above.

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.