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.