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.