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.