Triple

T21128623
Position Surface form Disambiguated ID Type / Status
Subject FAST Act E520623 entity
Predicate predecessor P97 FINISHED
Object Moving Ahead for Progress in the 21st Century Act — 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: Moving Ahead for Progress in the 21st Century Act | Statement: [FAST Act, predecessor, Moving Ahead for Progress in the 21st Century Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Moving Ahead for Progress in the 21st Century Act
Context triple: [FAST Act, predecessor, Moving Ahead for Progress in the 21st Century Act]
  • A. Moving Ahead for Progress in the 21st Century Act chosen
    The Moving Ahead for Progress in the 21st Century Act (MAP-21) is a U.S. federal transportation funding and authorization law that restructured and streamlined surface transportation programs, including data and performance management requirements.
  • B. Government Performance and Results Modernization Act of 2010
    The Government Performance and Results Modernization Act of 2010 is a U.S. federal law that updated and strengthened government performance management and accountability requirements, building on the framework established by the Government Performance and Results Act of 1993.
  • C. Deficit Reduction Act of 2005
    The Deficit Reduction Act of 2005 is a U.S. federal law aimed at cutting government spending and reducing the federal budget deficit, notably affecting programs such as Medicare and Medicaid.
  • D. Millennium Challenge Act of 2003
    The Millennium Challenge Act of 2003 is a U.S. law that created the Millennium Challenge Corporation to provide performance-based foreign aid aimed at reducing global poverty and promoting economic growth.
  • E. No FEAR Act of 2002
    The No FEAR Act of 2002 is a U.S. federal law designed to hold agencies accountable for violations of antidiscrimination and whistleblower protection laws by requiring greater transparency, notification, and financial consequences for such misconduct.
  • 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_69e0b50b53048190ae34e8abbe3c5ada completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7223a7a588190a01a66921b79b98b completed April 21, 2026, 7:07 a.m.
Created at: April 16, 2026, 2:56 p.m.