Triple

T20750123
Position Surface form Disambiguated ID Type / Status
Subject Farm Security and Rural Investment Act of 2002 E510692 entity
Predicate includesTitle P3254 FINISHED
Object Title IV – Nutrition Programs NE NERFINISHED

How this triple was built (3 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 IV – Nutrition Programs | Statement: [Farm Security and Rural Investment Act of 2002, includesTitle, Title IV – Nutrition Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV – Nutrition Programs
Context triple: [Farm Security and Rural Investment Act of 2002, includesTitle, Title IV – Nutrition Programs]
  • A. 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.
  • B. Title VIII – Food Stamp Provisions
    Title VIII – Food Stamp Provisions is a section of the 1996 Personal Responsibility and Work Opportunity Reconciliation Act that restructured and tightened eligibility and benefit rules for the federal food stamp program.
  • C. 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.
  • D. McGovern-Dole International Food for Education and Child Nutrition Program
    The McGovern-Dole International Food for Education and Child Nutrition Program is a U.S. government initiative that supports school feeding and nutrition projects in low-income countries to improve child health, education, and food security.
  • 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. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV – Nutrition Programs
Target entity description: Title IV – Nutrition Programs is the section of U.S. farm bill legislation that governs and funds federal food assistance and nutrition initiatives, including programs like SNAP and related nutrition support services.
  • A. 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.
  • B. Title VIII – Food Stamp Provisions
    Title VIII – Food Stamp Provisions is a section of the 1996 Personal Responsibility and Work Opportunity Reconciliation Act that restructured and tightened eligibility and benefit rules for the federal food stamp program.
  • C. 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.
  • D. McGovern-Dole International Food for Education and Child Nutrition Program
    The McGovern-Dole International Food for Education and Child Nutrition Program is a U.S. government initiative that supports school feeding and nutrition projects in low-income countries to improve child health, education, and food security.
  • 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. chosen

Provenance (2 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_69e0b4c845e88190b4c5f3ae79291182 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c229913081908eadf716195071de completed April 21, 2026, 12:17 a.m.
Created at: April 16, 2026, 12:34 p.m.