Triple

T5638135
Position Surface form Disambiguated ID Type / Status
Subject Food, Conservation, and Energy Act of 2008 E124198 entity
Predicate hasTitle P38 FINISHED
Object Title VI – Rural Development E511875 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: Title VI – Rural Development | Statement: [Food, Conservation, and Energy Act of 2008, hasTitle, Title VI – Rural Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Title VI – Rural Development
Context triple: [Food, Conservation, and Energy Act of 2008, hasTitle, Title VI – Rural Development]
  • A. Title VI – Rural Development chosen
    Title VI – Rural Development is a section of U.S. farm bill legislation that authorizes federal programs and funding to support economic growth, infrastructure, and quality of life in rural communities.
  • B. USDA Rural Development mission area
    The USDA Rural Development mission area is a branch of the U.S. Department of Agriculture that administers programs to improve housing, infrastructure, and economic opportunities in rural communities.
  • C. Rural Area Formula Program
    The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
  • D. Farm Security and Rural Investment Act of 2002
    The Farm Security and Rural Investment Act of 2002 is a comprehensive U.S. farm bill that reauthorized and expanded federal agricultural, conservation, nutrition, and rural development programs.
  • E. United States federal farm programs
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • 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_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.
Created at: March 22, 2026, 3:41 p.m.