Triple

T11259466
Position Surface form Disambiguated ID Type / Status
Subject Thrifty Food Plan E266523 entity
Predicate hasRelatedPlan P98771 FINISHED
Object Moderate-Cost Food Plan
The Moderate-Cost Food Plan is a USDA-designed eating plan that estimates the cost of a nutritionally adequate diet at a spending level between the Thrifty and Liberal Food Plans.
E914737 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: Moderate-Cost Food Plan | Statement: [Thrifty Food Plan, hasRelatedPlan, Moderate-Cost Food Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moderate-Cost Food Plan
Context triple: [Thrifty Food Plan, hasRelatedPlan, Moderate-Cost Food Plan]
  • A. 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.
  • B. How to Eat Better for Less Money
    "How to Eat Better for Less Money" is a practical cookbook by James Beard that offers budget-conscious recipes and strategies for preparing flavorful, high-quality meals without overspending.
  • C. Buttery and cafeteria
    Buttery and cafeteria is a dining facility on the University of Cambridge’s Sidgwick Site that serves food and refreshments to students and staff.
  • D. Child and Adult Care Food Program
    The Child and Adult Care Food Program is a U.S. federal initiative that reimburses and supports nutritious meals and snacks served to children and adults in eligible nonresidential care settings such as child care centers, afterschool programs, and adult day care centers.
  • E. Lean Cuisine
    Lean Cuisine is a popular brand of frozen prepared meals known for its portion-controlled, lower-calorie options marketed as convenient, healthier choices.
  • 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: Moderate-Cost Food Plan
Triple: [Thrifty Food Plan, hasRelatedPlan, Moderate-Cost Food Plan]
Generated description
The Moderate-Cost Food Plan is a USDA-designed eating plan that estimates the cost of a nutritionally adequate diet at a spending level between the Thrifty and Liberal Food Plans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moderate-Cost Food Plan
Target entity description: The Moderate-Cost Food Plan is a USDA-designed eating plan that estimates the cost of a nutritionally adequate diet at a spending level between the Thrifty and Liberal Food Plans.
  • A. 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.
  • B. How to Eat Better for Less Money
    "How to Eat Better for Less Money" is a practical cookbook by James Beard that offers budget-conscious recipes and strategies for preparing flavorful, high-quality meals without overspending.
  • C. Buttery and cafeteria
    Buttery and cafeteria is a dining facility on the University of Cambridge’s Sidgwick Site that serves food and refreshments to students and staff.
  • D. Child and Adult Care Food Program
    The Child and Adult Care Food Program is a U.S. federal initiative that reimburses and supports nutritious meals and snacks served to children and adults in eligible nonresidential care settings such as child care centers, afterschool programs, and adult day care centers.
  • E. Lean Cuisine
    Lean Cuisine is a popular brand of frozen prepared meals known for its portion-controlled, lower-calorie options marketed as convenient, healthier choices.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e936cb048190b4d6fb2851ef8932 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ccada158819080e49833e09f84a0 completed April 19, 2026, 12:38 p.m.
NEDg Description generation batch_69e4d9ec9964819084bd7118e49c41a2 completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddab4ef48190ab7f371da765c6c0 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.