Triple
T4368942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas A&M AgriLife Extension Service |
E98845
|
entity |
| Predicate | program |
P804
|
FINISHED |
| Object |
Better Living for Texans nutrition education program
The Better Living for Texans nutrition education program is a Texas A&M AgriLife Extension Service initiative that provides research-based nutrition, cooking, and healthy living education to limited-resource individuals and families across Texas.
|
E432565
|
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: Better Living for Texans nutrition education program | Statement: [Texas A&M AgriLife Extension Service, program, Better Living for Texans nutrition education program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Better Living for Texans nutrition education program Context triple: [Texas A&M AgriLife Extension Service, program, Better Living for Texans nutrition education program]
-
A.
WIC Farmers' Market Nutrition Program
The WIC Farmers' Market Nutrition Program is a U.S. nutrition assistance initiative that provides eligible women, infants, and children with coupons or benefits to purchase fresh, locally grown fruits and vegetables from authorized farmers’ markets and farm stands.
-
B.
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.
-
C.
Nutrition Education and Obesity Prevention Grant Program
The Nutrition Education and Obesity Prevention Grant Program is a U.S. federal initiative that funds state and local efforts to provide nutrition education and promote healthy eating and physical activity among low-income populations to prevent obesity and related chronic diseases.
-
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.
Nutrition Policy Institute
The Nutrition Policy Institute is a research and policy organization focused on improving nutrition, food environments, and public health through evidence-based policy and program development.
- 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: Better Living for Texans nutrition education program Triple: [Texas A&M AgriLife Extension Service, program, Better Living for Texans nutrition education program]
Generated description
The Better Living for Texans nutrition education program is a Texas A&M AgriLife Extension Service initiative that provides research-based nutrition, cooking, and healthy living education to limited-resource individuals and families across Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Better Living for Texans nutrition education program Target entity description: The Better Living for Texans nutrition education program is a Texas A&M AgriLife Extension Service initiative that provides research-based nutrition, cooking, and healthy living education to limited-resource individuals and families across Texas.
-
A.
WIC Farmers' Market Nutrition Program
The WIC Farmers' Market Nutrition Program is a U.S. nutrition assistance initiative that provides eligible women, infants, and children with coupons or benefits to purchase fresh, locally grown fruits and vegetables from authorized farmers’ markets and farm stands.
-
B.
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.
-
C.
Nutrition Education and Obesity Prevention Grant Program
The Nutrition Education and Obesity Prevention Grant Program is a U.S. federal initiative that funds state and local efforts to provide nutrition education and promote healthy eating and physical activity among low-income populations to prevent obesity and related chronic diseases.
-
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.
Nutrition Policy Institute
The Nutrition Policy Institute is a research and policy organization focused on improving nutrition, food environments, and public health through evidence-based policy and program development.
- 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_69b3454db3708190aeafd814413c4c3d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352034d3881909ed4b2f9eef5e823 |
completed | March 12, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbd1646c8190b7db5d9a9445633c |
completed | March 14, 2026, 10:06 p.m. |
| NEDg | Description generation | batch_69b5dc587b108190a8e3da0fde98a7ce |
completed | March 14, 2026, 10:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dcbf4d5081908d24bce8e2769124 |
completed | March 14, 2026, 10:10 p.m. |
Created at: March 12, 2026, 11:17 p.m.