Triple
T175540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Department of Agriculture |
E3565
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
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 eligible children in public and nonprofit private schools.
|
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: National School Lunch Program | Statement: [United States Department of Agriculture, offersProgram, National School Lunch Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National School Lunch Program Context triple: [United States Department of Agriculture, offersProgram, National School Lunch 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.
Food Stamp Act of 1959 (pilot authorization)
The Food Stamp Act of 1959 (pilot authorization) was an early federal initiative that established a limited test program for providing food-purchasing assistance to low-income Americans, laying groundwork for the modern food stamp system.
-
C.
Bureau of Indian Education
The Bureau of Indian Education is a U.S. federal agency responsible for providing and overseeing education services for American Indian and Alaska Native students, primarily through schools on or near reservations.
-
D.
National Youth Administration
The National Youth Administration was a New Deal agency that provided work, education, and training opportunities to American young people during the Great Depression.
-
E.
United States Department of Agriculture
The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
- 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: National School Lunch Program Triple: [United States Department of Agriculture, offersProgram, National School Lunch Program]
Generated description
The National School Lunch Program is a federally assisted meal initiative in the United States that provides low-cost or free nutritious lunches to eligible children in public and nonprofit private schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National School Lunch Program Target entity description: The National School Lunch Program is a federally assisted meal initiative in the United States that provides low-cost or free nutritious lunches to eligible children in public and nonprofit private schools.
-
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.
Food Stamp Act of 1959 (pilot authorization)
The Food Stamp Act of 1959 (pilot authorization) was an early federal initiative that established a limited test program for providing food-purchasing assistance to low-income Americans, laying groundwork for the modern food stamp system.
-
C.
Bureau of Indian Education
The Bureau of Indian Education is a U.S. federal agency responsible for providing and overseeing education services for American Indian and Alaska Native students, primarily through schools on or near reservations.
-
D.
National Youth Administration
The National Youth Administration was a New Deal agency that provided work, education, and training opportunities to American young people during the Great Depression.
-
E.
United States Department of Agriculture
The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
- 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_69a25374990081909766d30c79a18e0e |
completed | Feb. 28, 2026, 2:31 a.m. |
| NER | Named-entity recognition | batch_69a258e497788190aeb61d981efb4d1d |
completed | Feb. 28, 2026, 2:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2ee8962a88190b6821e55f435c8b7 |
completed | Feb. 28, 2026, 1:32 p.m. |
| NEDg | Description generation | batch_69a2ef062c6c8190b50d1c1102161259 |
completed | Feb. 28, 2026, 1:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2ef8234bc81909449654ee2f4c000 |
completed | Feb. 28, 2026, 1:37 p.m. |
Created at: Feb. 28, 2026, 2:39 a.m.