Triple
T16964691
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Household Food Insecurity Access Scale |
E411511
|
entity |
| Predicate | developedUnder |
P9739
|
FINISHED |
| Object |
USAID-funded FANTA project
The USAID-funded FANTA project (Food and Nutrition Technical Assistance) was a global initiative that provided technical support and tools to improve food security and nutrition policies and programs in low- and middle-income countries.
|
E1242566
|
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: USAID-funded FANTA project | Statement: [Household Food Insecurity Access Scale, developedUnder, USAID-funded FANTA project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USAID-funded FANTA project Context triple: [Household Food Insecurity Access Scale, developedUnder, USAID-funded FANTA project]
-
A.
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.
-
B.
USAID Policy Framework
The USAID Policy Framework is a strategic guidance document that outlines the U.S. Agency for International Development’s overarching priorities, principles, and approaches for planning and implementing foreign assistance and development programs worldwide.
-
C.
Global Fund to Fight AIDS, Tuberculosis and Malaria
The Global Fund to Fight AIDS, Tuberculosis and Malaria is an international financing organization that mobilizes and invests resources to accelerate the end of these three major infectious diseases worldwide.
-
D.
U.S. President’s Malaria Initiative
The U.S. President’s Malaria Initiative is a U.S. government-led global health program that supports malaria prevention and treatment efforts in heavily affected countries, particularly in sub-Saharan Africa.
-
E.
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.
- 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: USAID-funded FANTA project Triple: [Household Food Insecurity Access Scale, developedUnder, USAID-funded FANTA project]
Generated description
The USAID-funded FANTA project (Food and Nutrition Technical Assistance) was a global initiative that provided technical support and tools to improve food security and nutrition policies and programs in low- and middle-income countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USAID-funded FANTA project Target entity description: The USAID-funded FANTA project (Food and Nutrition Technical Assistance) was a global initiative that provided technical support and tools to improve food security and nutrition policies and programs in low- and middle-income countries.
-
A.
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.
-
B.
USAID Policy Framework
The USAID Policy Framework is a strategic guidance document that outlines the U.S. Agency for International Development’s overarching priorities, principles, and approaches for planning and implementing foreign assistance and development programs worldwide.
-
C.
Global Fund to Fight AIDS, Tuberculosis and Malaria
The Global Fund to Fight AIDS, Tuberculosis and Malaria is an international financing organization that mobilizes and invests resources to accelerate the end of these three major infectious diseases worldwide.
-
D.
U.S. President’s Malaria Initiative
The U.S. President’s Malaria Initiative is a U.S. government-led global health program that supports malaria prevention and treatment efforts in heavily affected countries, particularly in sub-Saharan Africa.
-
E.
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.
- 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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d0a2cda88190bd574a869f0e43e9 |
completed | April 18, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d46cb56481908c2bc6648a12fbcf |
completed | May 10, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_6a00d4f1bfa48190903bedc43ed6db75 |
completed | May 10, 2026, 6:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d59b96108190a0e55f01529a0b64 |
completed | May 10, 2026, 6:59 p.m. |
Created at: April 10, 2026, 5:31 a.m.