Triple
T1021752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Food and Nutrition Service |
E22053
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
The Emergency Food Assistance Program
The Emergency Food Assistance Program is a U.S. federal initiative that helps supplement the diets of low-income Americans by providing them with emergency food and nutrition assistance at no cost.
|
E128865
|
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: The Emergency Food Assistance Program | Statement: [Food and Nutrition Service, hasProgram, The Emergency Food Assistance Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Emergency Food Assistance Program Context triple: [Food and Nutrition Service, hasProgram, The Emergency Food Assistance Program]
-
A.
Commodity Supplemental Food Program
The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
-
B.
Supplemental Nutrition Assistance Program
The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
-
C.
Child and Adult Care Food Program
The Child and Adult Care Food Program is a U.S. federal initiative that reimburses and supports nutritious meals and snacks served to children and adults in eligible nonresidential care settings such as child care centers, afterschool programs, and adult day care centers.
-
D.
WIC Farmers' Market Nutrition Program
The WIC Farmers' Market Nutrition Program is a U.S. nutrition assistance initiative that provides eligible women, infants, and children with coupons or benefits to purchase fresh, locally grown fruits and vegetables from authorized farmers’ markets and farm stands.
-
E.
National School Lunch Program
The National School Lunch Program is a federally assisted meal initiative in the United States that provides low-cost or free nutritious lunches to millions of children in public and nonprofit private schools each school day.
- 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: The Emergency Food Assistance Program Triple: [Food and Nutrition Service, hasProgram, The Emergency Food Assistance Program]
Generated description
The Emergency Food Assistance Program is a U.S. federal initiative that helps supplement the diets of low-income Americans by providing them with emergency food and nutrition assistance at no cost.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Emergency Food Assistance Program Target entity description: The Emergency Food Assistance Program is a U.S. federal initiative that helps supplement the diets of low-income Americans by providing them with emergency food and nutrition assistance at no cost.
-
A.
Commodity Supplemental Food Program
The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
-
B.
Supplemental Nutrition Assistance Program
The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
-
C.
Child and Adult Care Food Program
The Child and Adult Care Food Program is a U.S. federal initiative that reimburses and supports nutritious meals and snacks served to children and adults in eligible nonresidential care settings such as child care centers, afterschool programs, and adult day care centers.
-
D.
WIC Farmers' Market Nutrition Program
The WIC Farmers' Market Nutrition Program is a U.S. nutrition assistance initiative that provides eligible women, infants, and children with coupons or benefits to purchase fresh, locally grown fruits and vegetables from authorized farmers’ markets and farm stands.
-
E.
National School Lunch Program
The National School Lunch Program is a federally assisted meal initiative in the United States that provides low-cost or free nutritious lunches to millions of children in public and nonprofit private schools each school day.
- 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7dead9c8190a0f8d4ef48e6c809 |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac5381e020819094e02c3d20acab95 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac5562cfcc8190a360429aef88f159 |
completed | March 7, 2026, 4:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac55b9aae48190b35546b87eb82cd9 |
completed | March 7, 2026, 4:43 p.m. |
Created at: March 1, 2026, 7:41 p.m.