Triple
T16964658
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Household Food Insecurity Access Scale |
E411511
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
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.
|
E1242564
|
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: Food and Nutrition Technical Assistance Project | Statement: [Household Food Insecurity Access Scale, developedBy, Food and Nutrition Technical Assistance Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Food and Nutrition Technical Assistance Project Context triple: [Household Food Insecurity Access Scale, developedBy, Food and Nutrition Technical Assistance Project]
-
A.
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.
-
B.
McGovern-Dole International Food for Education and Child Nutrition Program
The McGovern-Dole International Food for Education and Child Nutrition Program is a U.S. government initiative that supports school feeding and nutrition projects in low-income countries to improve child health, education, and food security.
-
C.
USDA nutrition assistance programs
USDA nutrition assistance programs are a group of federal food and nutrition initiatives administered by the U.S. Department of Agriculture to improve food security and dietary health among low-income individuals and families.
-
D.
Supplementary Feeding Program
The Supplementary Feeding Program is a Philippine government initiative that provides additional nutritious meals to undernourished children, particularly in day care centers and marginalized communities, to improve their health and development.
-
E.
Nutrition Policy Institute
The Nutrition Policy Institute is a research and policy organization focused on improving nutrition, food environments, and public health through evidence-based policy and program development.
- 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: Food and Nutrition Technical Assistance Project Triple: [Household Food Insecurity Access Scale, developedBy, Food and Nutrition Technical Assistance Project]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Food and Nutrition Technical Assistance Project Target entity description: 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.
-
A.
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.
-
B.
McGovern-Dole International Food for Education and Child Nutrition Program
The McGovern-Dole International Food for Education and Child Nutrition Program is a U.S. government initiative that supports school feeding and nutrition projects in low-income countries to improve child health, education, and food security.
-
C.
USDA nutrition assistance programs
USDA nutrition assistance programs are a group of federal food and nutrition initiatives administered by the U.S. Department of Agriculture to improve food security and dietary health among low-income individuals and families.
-
D.
Supplementary Feeding Program
The Supplementary Feeding Program is a Philippine government initiative that provides additional nutritious meals to undernourished children, particularly in day care centers and marginalized communities, to improve their health and development.
-
E.
Nutrition Policy Institute
The Nutrition Policy Institute is a research and policy organization focused on improving nutrition, food environments, and public health through evidence-based policy and program development.
- 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.