Triple

T22492669
Position Surface form Disambiguated ID Type / Status
Subject United States foreign assistance architecture E556056 entity
Predicate includesProgram P1393 FINISHED
Object Feed the Future NE NERFINISHED

How this triple was built (3 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: Feed the Future | Statement: [United States foreign assistance architecture, includesProgram, Feed the Future]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Feed the Future
Context triple: [United States foreign assistance architecture, includesProgram, Feed the Future]
  • 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. Millennium Challenge Compacts
    Millennium Challenge Compacts are multi-year, grant-based agreements through which the U.S. Millennium Challenge Corporation partners with eligible countries to fund large-scale projects aimed at reducing poverty and promoting sustainable economic growth.
  • C. Food for Progress
    Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
  • D. Food and Nutrition Technical Assistance Project
    The Food and Nutrition Technical Assistance Project is a USAID-funded initiative that provides technical support and tools to improve food security and nutrition programs worldwide.
  • E. Millennium Challenge Corporation
    The Millennium Challenge Corporation is a U.S. foreign aid agency that provides large-scale, grant-based development assistance to low- and lower-middle-income countries to promote economic growth and reduce poverty.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Feed the Future
Target entity description: Feed the Future is the U.S. government’s global hunger and food security initiative focused on reducing poverty, malnutrition, and food insecurity in partner countries through agricultural-led growth.
  • 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. Millennium Challenge Compacts
    Millennium Challenge Compacts are multi-year, grant-based agreements through which the U.S. Millennium Challenge Corporation partners with eligible countries to fund large-scale projects aimed at reducing poverty and promoting sustainable economic growth.
  • C. Food for Progress
    Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
  • D. Food and Nutrition Technical Assistance Project
    The Food and Nutrition Technical Assistance Project is a USAID-funded initiative that provides technical support and tools to improve food security and nutrition programs worldwide.
  • E. Millennium Challenge Corporation
    The Millennium Challenge Corporation is a U.S. foreign aid agency that provides large-scale, grant-based development assistance to low- and lower-middle-income countries to promote economic growth and reduce poverty.
  • F. None of above. chosen

Provenance (2 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_69e11e5445bc8190b6a9481926db3355 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15cb01b3481908a9143503b75167f completed April 29, 2026, 1:19 a.m.
Created at: April 16, 2026, 8:49 p.m.