Triple

T10651184
Position Surface form Disambiguated ID Type / Status
Subject Transportation Equity Act for the 21st Century E250972 entity
Predicate precededBy P97 FINISHED
Object Intermodal Surface Transportation Efficiency Act of 1991 E110019 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: Intermodal Surface Transportation Efficiency Act of 1991 | Statement: [Transportation Equity Act for the 21st Century, precededBy, Intermodal Surface Transportation Efficiency Act of 1991]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Intermodal Surface Transportation Efficiency Act of 1991
Context triple: [Transportation Equity Act for the 21st Century, precededBy, Intermodal Surface Transportation Efficiency Act of 1991]
  • A. Intermodal Surface Transportation Efficiency Act of 1991 chosen
    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.
  • B. Surface Transportation Assistance Act of 1982
    The Surface Transportation Assistance Act of 1982 is a major U.S. federal law that overhauled highway and transit funding by raising fuel taxes and dedicating new revenues to both road infrastructure and public transportation.
  • C. Motor Carrier Safety Improvement Act of 1999
    The Motor Carrier Safety Improvement Act of 1999 is a U.S. federal law enacted to enhance commercial motor vehicle safety and oversight, including by creating a dedicated federal agency to regulate the trucking and bus industries.
  • D. Motor Carrier Act of 1980
    The Motor Carrier Act of 1980 is a U.S. federal law that significantly deregulated the trucking industry, promoting increased competition and reducing federal control over motor carriers.
  • E. Shipping Act of 1984
    The Shipping Act of 1984 is a U.S. federal law that modernized and deregulated the international ocean shipping industry by promoting competition and reducing government oversight of carrier agreements and practices.
  • 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_69d6aa5a4c4881908f39be6efe5981e5 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dff6ba688190b493689d60f616e0 completed April 8, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69d988530f288190b8150d159f723a74 completed April 10, 2026, 11:31 p.m.
Created at: April 8, 2026, 9:06 p.m.