Triple
T5324377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Special Milk Program |
E121750
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
USDA Food and Nutrition Service program
A USDA Food and Nutrition Service program is a federally administered initiative that provides food assistance and nutrition support—often through schools and community organizations—to improve the diets and health of eligible children and low-income individuals.
|
E22053
|
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 and Nutrition Service program | Statement: [Special Milk Program, category, USDA Food and Nutrition Service program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USDA Food and Nutrition Service program Context triple: [Special Milk Program, category, USDA Food and Nutrition Service program]
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
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.
- 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 and Nutrition Service program Triple: [Special Milk Program, category, USDA Food and Nutrition Service program]
Generated description
A USDA Food and Nutrition Service program is a federally administered initiative that provides food assistance and nutrition support—often through schools and community organizations—to improve the diets and health of eligible children and low-income individuals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USDA Food and Nutrition Service program Target entity description: A USDA Food and Nutrition Service program is a federally administered initiative that provides food assistance and nutrition support—often through schools and community organizations—to improve the diets and health of eligible children and low-income individuals.
-
A.
Food and Nutrition Service
chosen
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.
-
B.
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.
-
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.
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.
-
E.
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.
- 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_69bd463d956c819088105c3db802c017 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8579b3e88190a1d21d4b74169617 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18a836988190b7baf3c24fea6f03 |
completed | March 21, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69bf19c8273081908a5138e9af921ec7 |
completed | March 21, 2026, 10:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1a3049648190b5040e587671610a |
completed | March 21, 2026, 10:22 p.m. |
Created at: March 20, 2026, 1:59 p.m.