Triple
T5324064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | WIC |
E121743
|
entity |
| Predicate | parentProgramArea |
P44279
|
FINISHED |
| Object |
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.
|
E512070
|
NE FINISHED |
How this triple was built (5 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: USDA nutrition assistance programs | Statement: [WIC, parentProgramArea, USDA nutrition assistance programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USDA nutrition assistance programs Context triple: [WIC, parentProgramArea, USDA nutrition assistance programs]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: USDA nutrition assistance programs Triple: [WIC, parentProgramArea, USDA nutrition assistance programs]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USDA nutrition assistance programs Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: parentProgramArea Context triple: [WIC, parentProgramArea, USDA nutrition assistance programs]
-
A.
partOfProgramArea
chosen
Indicates that one entity functions as a sub-area or component within a broader program area.
-
B.
parentOrganizationProgramFamily
Indicates that an organization serves as the overarching or managing body for a specific program family.
-
C.
nationalProgram
Indicates that an entity is part of, associated with, or designated as a program organized or administered at the national level.
-
D.
oversawProgramArea
Indicates that one entity had managerial or supervisory responsibility over a specific program area associated with another entity.
-
E.
agencyProgramme
Indicates that an agency is responsible for, manages, or is associated with a particular programme.
- F. None of above.
Provenance (6 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_69bd463d956c819088105c3db802c017 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd86f20f008190be7b5848af05f2b8 |
completed | March 20, 2026, 5:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18a836988190b7baf3c24fea6f03 |
completed | March 21, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69bf19c8273081908a5138e9af921ec7 |
completed | March 21, 2026, 10:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1a3049648190b5040e587671610a |
completed | March 21, 2026, 10:22 p.m. |
| PD | Predicate disambiguation | batch_69bd84561c7081909e5937c7816e492c |
completed | March 20, 2026, 5:31 p.m. |
Created at: March 20, 2026, 1:59 p.m.