Triple

T1071767
Position Surface form Disambiguated ID Type / Status
Subject National Institute of Food and Agriculture E23343 entity
Predicate operatesProgram P1688 FINISHED
Object Expanded Food and Nutrition Education Program
The Expanded Food and Nutrition Education Program is a U.S. federal outreach initiative that provides nutrition education and resources to low-income individuals and families to improve dietary habits and overall health.
E121753 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: Expanded Food and Nutrition Education Program | Statement: [National Institute of Food and Agriculture, operatesProgram, Expanded Food and Nutrition Education Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Expanded Food and Nutrition Education Program
Context triple: [National Institute of Food and Agriculture, operatesProgram, Expanded Food and Nutrition Education Program]
  • A. 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.
  • B. National Programs in Nutrition, Food Safety, and Quality
    National Programs in Nutrition, Food Safety, and Quality are U.S. federal research initiatives focused on improving dietary health, ensuring the safety of the food supply, and enhancing overall food quality.
  • 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. Nutrition Education and Obesity Prevention Grant Program
    The Nutrition Education and Obesity Prevention Grant Program is a U.S. federal initiative that funds state and local efforts to provide nutrition education and promote healthy eating and physical activity among low-income populations to prevent obesity and related chronic diseases.
  • 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: Expanded Food and Nutrition Education Program
Triple: [National Institute of Food and Agriculture, operatesProgram, Expanded Food and Nutrition Education Program]
Generated description
The Expanded Food and Nutrition Education Program is a U.S. federal outreach initiative that provides nutrition education and resources to low-income individuals and families to improve dietary habits and overall health.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Expanded Food and Nutrition Education Program
Target entity description: The Expanded Food and Nutrition Education Program is a U.S. federal outreach initiative that provides nutrition education and resources to low-income individuals and families to improve dietary habits and overall health.
  • A. 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.
  • B. 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.
  • C. National Programs in Nutrition, Food Safety, and Quality
    National Programs in Nutrition, Food Safety, and Quality are U.S. federal research initiatives focused on improving dietary health, ensuring the safety of the food supply, and enhancing overall food quality.
  • 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. Nutrition Education and Obesity Prevention Grant Program chosen
    The Nutrition Education and Obesity Prevention Grant Program is a U.S. federal initiative that funds state and local efforts to provide nutrition education and promote healthy eating and physical activity among low-income populations to prevent obesity and related chronic diseases.
  • 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_69a493ee1f908190992b5f0d1b04459b completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b9296c5c8190a3060fbfdf24f029 completed March 1, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42a70ab88190ba0f0a62b19af871 completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac438772f08190a47a1fbbda306b8a completed March 7, 2026, 3:25 p.m.
NED2 Entity disambiguation (via description) batch_69ac4413c7488190b6d5edc5884f6e61 completed March 7, 2026, 3:28 p.m.
Created at: March 1, 2026, 7:42 p.m.