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.