Triple

T2167862
Position Surface form Disambiguated ID Type / Status
Subject Bureau for Humanitarian Assistance (USAID) E46951 entity
Predicate predecessor P97 FINISHED
Object Office of Food for Peace
The Office of Food for Peace was a U.S. Agency for International Development program that led the government’s international food assistance and hunger relief efforts before being reorganized into the Bureau for Humanitarian Assistance.
E46951 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: Office of Food for Peace | Statement: [Bureau for Humanitarian Assistance (USAID), predecessor, Office of Food for Peace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Food for Peace
Context triple: [Bureau for Humanitarian Assistance (USAID), predecessor, Office of Food for Peace]
  • 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. Bureau for Humanitarian Assistance (USAID)
    The Bureau for Humanitarian Assistance (USAID) is the U.S. government’s lead office for international disaster response and humanitarian aid, providing emergency relief and supporting resilience in crisis-affected communities worldwide.
  • C. 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.
  • D. Food and Nutrition Service
    The Food and Nutrition Service is a U.S. federal agency that administers national food assistance and nutrition programs such as SNAP and school meals to improve food security and dietary health.
  • E. Economic Cooperation Administration
    The Economic Cooperation Administration was a U.S. government agency created after World War II to direct and manage American economic aid for the reconstruction of Europe.
  • 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: Office of Food for Peace
Triple: [Bureau for Humanitarian Assistance (USAID), predecessor, Office of Food for Peace]
Generated description
The Office of Food for Peace was a U.S. Agency for International Development program that led the government’s international food assistance and hunger relief efforts before being reorganized into the Bureau for Humanitarian Assistance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Food for Peace
Target entity description: The Office of Food for Peace was a U.S. Agency for International Development program that led the government’s international food assistance and hunger relief efforts before being reorganized into the Bureau for Humanitarian Assistance.
  • 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. Bureau for Humanitarian Assistance (USAID) chosen
    The Bureau for Humanitarian Assistance (USAID) is the U.S. government’s lead office for international disaster response and humanitarian aid, providing emergency relief and supporting resilience in crisis-affected communities worldwide.
  • C. 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.
  • D. Food and Nutrition Service
    The Food and Nutrition Service is a U.S. federal agency that administers national food assistance and nutrition programs such as SNAP and school meals to improve food security and dietary health.
  • E. Economic Cooperation Administration
    The Economic Cooperation Administration was a U.S. government agency created after World War II to direct and manage American economic aid for the reconstruction of Europe.
  • 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_69a88a184cbc8190877791f6552c2484 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbeac9d688190bfa68715e173771e completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58f26334819095202544d37e6850 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5a2055488190855ac173d1e3ad11 completed March 9, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a810b588190a1bb538be46b2010 completed March 9, 2026, 5:28 a.m.
Created at: March 4, 2026, 7:45 p.m.