Triple

T2276908
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Transportation Statistics E50791 entity
Predicate legalBasis P125 FINISHED
Object Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users E250972 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: Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users | Statement: [Bureau of Transportation Statistics, legalBasis, Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users
Context triple: [Bureau of Transportation Statistics, legalBasis, Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users]
  • A. Transportation Equity Act for the 21st Century chosen
    The Transportation Equity Act for the 21st Century is a major U.S. federal transportation law enacted in 1998 that authorized surface transportation programs, emphasized equity and environmental considerations, and expanded data and planning requirements for transportation agencies.
  • B. Fixing America’s Surface Transportation Act
    The Fixing America’s Surface Transportation (FAST) Act is a U.S. federal law enacted in 2015 that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and safety programs.
  • C. Department of Transportation Act
    The Department of Transportation Act is the U.S. federal law enacted in 1966 that created the United States Department of Transportation to coordinate and oversee national transportation policies and programs.
  • D. Intermodal Surface Transportation Efficiency Act of 1991
    The Intermodal Surface Transportation Efficiency Act of 1991 is a landmark U.S. federal law that reoriented national transportation policy toward integrated, multimodal planning and investment, emphasizing flexibility, environmental considerations, and state and local decision-making.
  • E. Urban Mass Transportation Act of 1964
    The Urban Mass Transportation Act of 1964 is a landmark U.S. federal law that established major federal funding and support for public transit systems in urban areas.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ee22988190b7fa28b0b62e8668 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f0ed1b881909ba3c7f9fea50267 completed March 9, 2026, 8:04 a.m.
Created at: March 4, 2026, 7:48 p.m.