Triple

T5327961
Position Surface form Disambiguated ID Type / Status
Subject Fresh Fruit and Vegetable Program E123229 entity
Predicate componentOf P35 FINISHED
Object 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.
E512823 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 Child Nutrition Programs | Statement: [Fresh Fruit and Vegetable Program, componentOf, USDA Child Nutrition Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USDA Child Nutrition Programs
Context triple: [Fresh Fruit and Vegetable Program, componentOf, USDA Child Nutrition Programs]
  • A. 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.
  • B. Food and Nutrition Service
    The Food and Nutrition Service is a U.S. federal agency that administers national food assistance and nutrition programs such as SNAP and school meals to improve food security and dietary health.
  • C. Fresh Fruit and Vegetable Program
    The Fresh Fruit and Vegetable Program is a U.S. federal initiative that provides free fresh produce snacks to elementary school children in participating schools to encourage healthier eating habits.
  • 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. Farm to School Program
    The Farm to School Program is a U.S. initiative that connects schools with local farms to provide fresh, locally sourced foods in school meals while supporting agricultural education and local economies.
  • 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 Child Nutrition Programs
Triple: [Fresh Fruit and Vegetable Program, componentOf, USDA Child Nutrition Programs]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USDA Child Nutrition Programs
Target entity description: 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.
  • A. 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.
  • B. Food and Nutrition Service
    The Food and Nutrition Service is a U.S. federal agency that administers national food assistance and nutrition programs such as SNAP and school meals to improve food security and dietary health.
  • C. Fresh Fruit and Vegetable Program
    The Fresh Fruit and Vegetable Program is a U.S. federal initiative that provides free fresh produce snacks to elementary school children in participating schools to encourage healthier eating habits.
  • 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. Farm to School Program
    The Farm to School Program is a U.S. initiative that connects schools with local farms to provide fresh, locally sourced foods in school meals while supporting agricultural education and local economies.
  • 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_69bd46477f9081909d242a327d749466 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8593bd6c8190b2054e548ddf2458 completed March 20, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18b00f9c8190b3882f6112546b4a completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf194c53a48190b0895bbe9aa2f6f1 completed March 21, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a198418819089b25102733f9191 completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 2 p.m.