Triple

T21732538
Position Surface form Disambiguated ID Type / Status
Subject Public Law 110-246 E536442 entity
Predicate title P38 FINISHED
Object Title VI—Rural Development — NE NERFINISHED

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: [Public Law 110-246, title, Title VI—Rural Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Title VI—Rural Development
Context triple: [Public Law 110-246, title, 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. Consolidated Farm and Rural Development Act
    The Consolidated Farm and Rural Development Act is a key U.S. federal law that provides authority and programs for agricultural credit, rural development, and farm loan assistance administered primarily by the Department of Agriculture.
  • D. 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.
  • E. Rural Development Service
    The Rural Development Service was a UK government agency responsible for promoting sustainable rural communities, land management, and environmental stewardship, particularly in the English countryside.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e0c46d3284819099a4f9d5a704eb95 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69effd085eec81908b3df82bc25a8780 completed April 28, 2026, 12:19 a.m.
Created at: April 16, 2026, 6:48 p.m.