Triple

T5638130
Position Surface form Disambiguated ID Type / Status
Subject Food, Conservation, and Energy Act of 2008 E124198 entity
Predicate hasTitle P38 FINISHED
Object Title I – Commodity Programs
Title I – Commodity Programs is the section of the Food, Conservation, and Energy Act of 2008 that governs federal support and payment programs for major agricultural commodities.
E536443 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 I – Commodity Programs | Statement: [Food, Conservation, and Energy Act of 2008, hasTitle, Title I – Commodity Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title I – Commodity Programs
Context triple: [Food, Conservation, and Energy Act of 2008, hasTitle, Title I – Commodity 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. Commodity Supplemental Food Program
    The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
  • D. Title I, Part A
    Title I, Part A is the primary federal program that provides financial assistance to schools and districts with high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
  • E. Title I
    Title I is the section of the Digital Millennium Copyright Act that implements anti-circumvention measures and related protections for digital rights management technologies.
  • 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 I – Commodity Programs
Triple: [Food, Conservation, and Energy Act of 2008, hasTitle, Title I – Commodity Programs]
Generated description
Title I – Commodity Programs is the section of the Food, Conservation, and Energy Act of 2008 that governs federal support and payment programs for major agricultural commodities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title I – Commodity Programs
Target entity description: Title I – Commodity Programs is the section of the Food, Conservation, and Energy Act of 2008 that governs federal support and payment programs for major agricultural commodities.
  • 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. Commodity Supplemental Food Program
    The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
  • D. Title I, Part A
    Title I, Part A is the primary federal program that provides financial assistance to schools and districts with high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
  • E. Title I
    Title I is the section of the Digital Millennium Copyright Act that implements anti-circumvention measures and related protections for digital rights management technologies.
  • 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_69c00824643c81909ffdb888a2d35189 completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c022820b7c81908f79c0a124d6b940 completed March 22, 2026, 5:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d70e5d88190b869d54911bc8689 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e8b548c81908adaf54bbe25af35 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f4c1e34819093e60870c87c8d99 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:41 p.m.