Triple
T1021757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Food and Nutrition Service |
E22053
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Senior Farmers' Market Nutrition Program
The Senior Farmers' Market Nutrition Program is a U.S. Department of Agriculture initiative that provides low-income older adults with access to fresh, locally grown fruits, vegetables, herbs, and honey through benefits redeemable at farmers' markets and similar outlets.
|
E121748
|
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: Senior Farmers' Market Nutrition Program | Statement: [Food and Nutrition Service, hasProgram, Senior Farmers' Market Nutrition Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Senior Farmers' Market Nutrition Program Context triple: [Food and Nutrition Service, hasProgram, Senior Farmers' Market Nutrition Program]
-
A.
Senior Companion Program
The Senior Companion Program is a U.S. national service initiative that engages older adult volunteers to provide companionship and assistance to frail or homebound seniors, helping them live independently and reducing social isolation.
-
B.
Geriatrics and Clinical Gerontology Program
The Geriatrics and Clinical Gerontology Program is a research initiative of the National Institute on Aging that focuses on the medical, functional, and clinical aspects of aging and age-related diseases in older adults.
-
C.
Supplemental Nutrition Assistance Program
The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
-
D.
Rural Health Care program
The Rural Health Care program is a U.S. federal initiative that subsidizes telecommunications and broadband services to help healthcare providers in rural areas improve patient care and access to medical resources.
-
E.
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.
- 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: Senior Farmers' Market Nutrition Program Triple: [Food and Nutrition Service, hasProgram, Senior Farmers' Market Nutrition Program]
Generated description
The Senior Farmers' Market Nutrition Program is a U.S. Department of Agriculture initiative that provides low-income older adults with access to fresh, locally grown fruits, vegetables, herbs, and honey through benefits redeemable at farmers' markets and similar outlets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Senior Farmers' Market Nutrition Program Target entity description: The Senior Farmers' Market Nutrition Program is a U.S. Department of Agriculture initiative that provides low-income older adults with access to fresh, locally grown fruits, vegetables, herbs, and honey through benefits redeemable at farmers' markets and similar outlets.
-
A.
Senior Companion Program
The Senior Companion Program is a U.S. national service initiative that engages older adult volunteers to provide companionship and assistance to frail or homebound seniors, helping them live independently and reducing social isolation.
-
B.
Geriatrics and Clinical Gerontology Program
The Geriatrics and Clinical Gerontology Program is a research initiative of the National Institute on Aging that focuses on the medical, functional, and clinical aspects of aging and age-related diseases in older adults.
-
C.
Supplemental Nutrition Assistance Program
The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
-
D.
Rural Health Care program
The Rural Health Care program is a U.S. federal initiative that subsidizes telecommunications and broadband services to help healthcare providers in rural areas improve patient care and access to medical resources.
-
E.
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.
- 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7dead9c8190a0f8d4ef48e6c809 |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bb63f14819098f5e32af3b98508 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3de4fbb88190855cf92af51fe70b |
completed | March 7, 2026, 3:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3e45d9e88190bc88d037c00c3ecc |
completed | March 7, 2026, 3:03 p.m. |
Created at: March 1, 2026, 7:41 p.m.