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.