Triple

T11259228
Position Surface form Disambiguated ID Type / Status
Subject Title VII – Child Nutrition Programs E266517 entity
Predicate associatedWith P37 FINISHED
Object Personal Responsibility and Work Opportunity Reconciliation Act child nutrition reforms E266517 NE FINISHED

How this triple was built (2 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: Personal Responsibility and Work Opportunity Reconciliation Act child nutrition reforms | Statement: [Title VII – Child Nutrition Programs, associatedWith, Personal Responsibility and Work Opportunity Reconciliation Act child nutrition reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Personal Responsibility and Work Opportunity Reconciliation Act child nutrition reforms
Context triple: [Title VII – Child Nutrition Programs, associatedWith, Personal Responsibility and Work Opportunity Reconciliation Act child nutrition reforms]
  • A. USDA nutrition assistance programs
    USDA nutrition assistance programs are a group of federal food and nutrition initiatives administered by the U.S. Department of Agriculture to improve food security and dietary health among low-income individuals and families.
  • B. Child Nutrition and WIC Reauthorization Act of 2004
    The Child Nutrition and WIC Reauthorization Act of 2004 is a U.S. federal law that updated and expanded child nutrition and Women, Infants, and Children (WIC) programs, including school meal and food assistance initiatives.
  • C. 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.
  • D. Title VII – Child Nutrition Programs chosen
    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.
  • E. USDA Child Nutrition Programs
    USDA Child Nutrition Programs are a group of federally funded initiatives that provide nutritious meals and snacks to children in schools and childcare settings to support their health, development, and learning.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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.
Created at: April 8, 2026, 9:31 p.m.