Triple

T2435962
Position Surface form Disambiguated ID Type / Status
Subject Supplemental Nutrition Assistance Program E52959 entity
Predicate benefitCalculationBasis P6447 FINISHED
Object Thrifty Food Plan
The Thrifty Food Plan is a U.S. Department of Agriculture market basket that estimates the cost of a minimal, nutritionally adequate diet and is used to set federal food assistance benefit levels.
E266523 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: Thrifty Food Plan | Statement: [Supplemental Nutrition Assistance Program, benefitCalculationBasis, Thrifty Food Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thrifty Food Plan
Context triple: [Supplemental Nutrition Assistance Program, benefitCalculationBasis, Thrifty Food Plan]
  • A. Commodity Supplemental Food Program
    The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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: Thrifty Food Plan
Triple: [Supplemental Nutrition Assistance Program, benefitCalculationBasis, Thrifty Food Plan]
Generated description
The Thrifty Food Plan is a U.S. Department of Agriculture market basket that estimates the cost of a minimal, nutritionally adequate diet and is used to set federal food assistance benefit levels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thrifty Food Plan
Target entity description: The Thrifty Food Plan is a U.S. Department of Agriculture market basket that estimates the cost of a minimal, nutritionally adequate diet and is used to set federal food assistance benefit levels.
  • A. Commodity Supplemental Food Program
    The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9cd49b48190bff10a5ab7cef483 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf6e23088190b0ce2feaa3eddda4 completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec7eb422c8190a568a8e1e98cbca8 completed March 9, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_69aecc1438588190a87c15cbfe48ba7f completed March 9, 2026, 1:33 p.m.
Created at: March 6, 2026, 9:43 p.m.