Triple
T11259464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thrifty Food Plan |
E266523
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
USDA food plans
USDA food plans are a set of standardized, cost-based dietary guidelines that outline nutritionally adequate eating patterns at different budget levels for individuals and families in the United States.
|
E266523
|
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: USDA food plans | Statement: [Thrifty Food Plan, partOf, USDA food plans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USDA food plans Context triple: [Thrifty Food Plan, partOf, USDA food plans]
-
A.
USDA commodity foods
USDA commodity foods are federally purchased agricultural products distributed to support nutrition assistance programs and food security among low-income and tribal communities.
-
B.
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.
-
C.
USDA Child Nutrition Programs
USDA Child Nutrition Programs are a group of federally funded initiatives that provide nutritious meals and snacks to children in schools and childcare settings to support their health, development, and learning.
-
D.
Food and Nutrition Information Center
The Food and Nutrition Information Center is a U.S. government resource that provides science-based information and educational materials on food, nutrition, and dietary guidance to professionals and the public.
-
E.
Thrifty Food Plan
The Thrifty Food Plan is a U.S. Department of Agriculture market basket that estimates the cost of a minimal, nutritionally adequate diet and is used to set federal food assistance benefit levels.
- 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 food plans Triple: [Thrifty Food Plan, partOf, USDA food plans]
Generated description
USDA food plans are a set of standardized, cost-based dietary guidelines that outline nutritionally adequate eating patterns at different budget levels for individuals and families in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USDA food plans Target entity description: USDA food plans are a set of standardized, cost-based dietary guidelines that outline nutritionally adequate eating patterns at different budget levels for individuals and families in the United States.
-
A.
USDA commodity foods
USDA commodity foods are federally purchased agricultural products distributed to support nutrition assistance programs and food security among low-income and tribal communities.
-
B.
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.
-
C.
USDA Child Nutrition Programs
USDA Child Nutrition Programs are a group of federally funded initiatives that provide nutritious meals and snacks to children in schools and childcare settings to support their health, development, and learning.
-
D.
Food and Nutrition Information Center
The Food and Nutrition Information Center is a U.S. government resource that provides science-based information and educational materials on food, nutrition, and dietary guidance to professionals and the public.
-
E.
Thrifty Food Plan
chosen
The Thrifty Food Plan is a U.S. Department of Agriculture market basket that estimates the cost of a minimal, nutritionally adequate diet and is used to set federal food assistance benefit levels.
- F. None of above.
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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e936cb048190b4d6fb2851ef8932 |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4ccada158819080e49833e09f84a0 |
completed | April 19, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69e4d9ec9964819084bd7118e49c41a2 |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ddab4ef48190ab7f371da765c6c0 |
completed | April 19, 2026, 1:50 p.m. |
Created at: April 8, 2026, 9:31 p.m.