Triple
T2435911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PRWORA |
E52958
|
entity |
| Predicate | containsTitle |
P3254
|
FINISHED |
| Object |
Title VII – Child Nutrition Programs
Title VII – Child Nutrition Programs is a section of the Personal Responsibility and Work Opportunity Reconciliation Act that addresses federal policies and provisions related to child nutrition assistance programs.
|
E266517
|
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: Title VII – Child Nutrition Programs | Statement: [PRWORA, containsTitle, Title VII – Child Nutrition Programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title VII – Child Nutrition Programs Context triple: [PRWORA, containsTitle, Title VII – Child Nutrition Programs]
-
A.
Child Nutrition Act of 1966
The Child Nutrition Act of 1966 is a U.S. federal law that established and expanded key school meal and child nutrition programs to improve the health and dietary intake of children nationwide.
-
B.
Healthy, Hunger-Free Kids Act of 2010
The Healthy, Hunger-Free Kids Act of 2010 is a U.S. federal law that overhauled school meal and child nutrition programs to improve food quality, reduce childhood obesity, and increase access to healthy meals for low-income children.
-
C.
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.
-
D.
Richard B. Russell National School Lunch Act
The Richard B. Russell National School Lunch Act is a U.S. federal law that established and governs the National School Lunch Program, providing subsidized meals to schoolchildren nationwide.
-
E.
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.
- 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: Title VII – Child Nutrition Programs Triple: [PRWORA, containsTitle, Title VII – Child Nutrition Programs]
Generated description
Title VII – Child Nutrition Programs is a section of the Personal Responsibility and Work Opportunity Reconciliation Act that addresses federal policies and provisions related to child nutrition assistance programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title VII – Child Nutrition Programs Target entity description: Title VII – Child Nutrition Programs is a section of the Personal Responsibility and Work Opportunity Reconciliation Act that addresses federal policies and provisions related to child nutrition assistance programs.
-
A.
Child Nutrition Act of 1966
The Child Nutrition Act of 1966 is a U.S. federal law that established and expanded key school meal and child nutrition programs to improve the health and dietary intake of children nationwide.
-
B.
Healthy, Hunger-Free Kids Act of 2010
The Healthy, Hunger-Free Kids Act of 2010 is a U.S. federal law that overhauled school meal and child nutrition programs to improve food quality, reduce childhood obesity, and increase access to healthy meals for low-income children.
-
C.
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.
-
D.
Richard B. Russell National School Lunch Act
The Richard B. Russell National School Lunch Act is a U.S. federal law that established and governs the National School Lunch Program, providing subsidized meals to schoolchildren nationwide.
-
E.
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.
- 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.