Triple

T11259465
Position Surface form Disambiguated ID Type / Status
Subject Thrifty Food Plan E266523 entity
Predicate hasRelatedPlan P98771 FINISHED
Object Low-Cost Food Plan
The Low-Cost Food Plan is a USDA-designed market basket that estimates the cost of a nutritious diet at a modest spending level, often used for budgeting and nutrition guidance.
E266523 NE FINISHED

How this triple was built (5 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: Low-Cost Food Plan | Statement: [Thrifty Food Plan, hasRelatedPlan, Low-Cost Food Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Low-Cost Food Plan
Context triple: [Thrifty Food Plan, hasRelatedPlan, Low-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. Sandra's Money Saving Meals
    "Sandra's Money Saving Meals" is a Food Network cooking show where Sandra Lee demonstrates budget-friendly recipes and strategies for economical home cooking.
  • D. Food for Progress
    Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
  • E. Food for Life program
    The Food for Life program is a global humanitarian initiative of the International Society for Krishna Consciousness that provides free vegetarian meals to those in need.
  • 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: Low-Cost Food Plan
Triple: [Thrifty Food Plan, hasRelatedPlan, Low-Cost Food Plan]
Generated description
The Low-Cost Food Plan is a USDA-designed market basket that estimates the cost of a nutritious diet at a modest spending level, often used for budgeting and nutrition guidance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Low-Cost Food Plan
Target entity description: The Low-Cost Food Plan is a USDA-designed market basket that estimates the cost of a nutritious diet at a modest spending level, often used for budgeting and nutrition guidance.
  • A. Thrifty Food Plan chosen
    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. Sandra's Money Saving Meals
    "Sandra's Money Saving Meals" is a Food Network cooking show where Sandra Lee demonstrates budget-friendly recipes and strategies for economical home cooking.
  • D. Food for Progress
    Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
  • E. Food for Life program
    The Food for Life program is a global humanitarian initiative of the International Society for Krishna Consciousness that provides free vegetarian meals to those in need.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRelatedPlan
Context triple: [Thrifty Food Plan, hasRelatedPlan, Low-Cost Food Plan]
  • A. hasPlan
    Indicates that an entity possesses or is associated with a specific plan or course of action.
  • B. hasPlanningAssociation
    Indicates a relationship where one entity is involved with, linked to, or considered in the planning or preparation activities of another entity.
  • C. hasPlanOrganization
    Indicates that an entity is associated with, or belongs to, a specific organizational unit responsible for planning or plan-related activities.
  • D. hasTypicalPlan
    Indicates that there is a standard or commonly followed plan, procedure, or course of action typically associated with the given entity or situation.
  • E. hasBasePlan
    Indicates that an entity is associated with or derived from a specified foundational or default plan.
  • F. None of above. chosen

Provenance (7 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.
PD Predicate disambiguation batch_69d78793c00481908a3f764b610b77a4 completed April 9, 2026, 11:03 a.m.
PDg Predicate description generation batch_69d796cf74308190a5b29d0dd82954a2 completed April 9, 2026, 12:08 p.m.
Created at: April 8, 2026, 9:31 p.m.