Triple

T12800920
Position Surface form Disambiguated ID Type / Status
Subject Foreign Agricultural Service E306013 entity
Predicate administers P123 FINISHED
Object McGovern-Dole International Food for Education and Child Nutrition Program
The McGovern-Dole International Food for Education and Child Nutrition Program is a U.S. government initiative that supports school feeding and nutrition projects in low-income countries to improve child health, education, and food security.
E1002924 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: McGovern-Dole International Food for Education and Child Nutrition Program | Statement: [Foreign Agricultural Service, administers, McGovern-Dole International Food for Education and Child Nutrition Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: McGovern-Dole International Food for Education and Child Nutrition Program
Context triple: [Foreign Agricultural Service, administers, McGovern-Dole International Food for Education and Child Nutrition Program]
  • 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. 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.
  • 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. 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.
  • E. Healthy, Hunger-Free Kids Act of 2010
    The Healthy, Hunger-Free Kids Act of 2010 is a U.S. federal law that overhauled school meal and child nutrition programs to improve food quality, reduce childhood obesity, and increase access to healthy meals for low-income children.
  • 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: McGovern-Dole International Food for Education and Child Nutrition Program
Triple: [Foreign Agricultural Service, administers, McGovern-Dole International Food for Education and Child Nutrition Program]
Generated description
The McGovern-Dole International Food for Education and Child Nutrition Program is a U.S. government initiative that supports school feeding and nutrition projects in low-income countries to improve child health, education, and food security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: McGovern-Dole International Food for Education and Child Nutrition Program
Target entity description: The McGovern-Dole International Food for Education and Child Nutrition Program is a U.S. government initiative that supports school feeding and nutrition projects in low-income countries to improve child health, education, and food security.
  • 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. 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.
  • 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. 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.
  • E. Healthy, Hunger-Free Kids Act of 2010
    The Healthy, Hunger-Free Kids Act of 2010 is a U.S. federal law that overhauled school meal and child nutrition programs to improve food quality, reduce childhood obesity, and increase access to healthy meals for low-income children.
  • 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e7d3f5c8190bf01bef5d263ca26 completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6850f9ae4819094599b48d8d3a074 completed May 2, 2026, 11:13 p.m.
NEDg Description generation batch_69f685dd1a88819096e40711f10d898a completed May 2, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69f68884ed348190a1b2c89b1d655fa9 completed May 2, 2026, 11:28 p.m.
Created at: April 9, 2026, 5:30 p.m.