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.