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.