Triple

T12445303
Position Surface form Disambiguated ID Type / Status
Subject Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users E297382 entity
Predicate shortName P43 FINISHED
Object SAFETEA-LU
SAFETEA-LU is a major U.S. federal transportation funding and authorization law that guided highway, transit, and safety programs in the mid-2000s.
E985095 NE FINISHED

How this triple was built (4 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: SAFETEA-LU | Statement: [Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users, shortName, SAFETEA-LU]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SAFETEA-LU
Context triple: [Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users, shortName, SAFETEA-LU]
  • A. Transportation Equity Act for the 21st Century
    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. 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. 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.
  • D. Highway Safety Act of 1970
    The Highway Safety Act of 1970 is a U.S. federal law that significantly strengthened national efforts to reduce traffic accidents and fatalities, including by establishing a centralized framework for vehicle and road safety regulation.
  • E. U.S. surface transportation authorization acts
    U.S. surface transportation authorization acts are federal laws that periodically set funding levels, policies, and program structures for the nation’s highways, transit, and related infrastructure.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: SAFETEA-LU
Triple: [Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users, shortName, SAFETEA-LU]
Generated description
SAFETEA-LU is a major U.S. federal transportation funding and authorization law that guided highway, transit, and safety programs in the mid-2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SAFETEA-LU
Target entity description: SAFETEA-LU is a major U.S. federal transportation funding and authorization law that guided highway, transit, and safety programs in the mid-2000s.
  • A. Transportation Equity Act for the 21st Century
    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. 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. 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.
  • D. Highway Safety Act of 1970
    The Highway Safety Act of 1970 is a U.S. federal law that significantly strengthened national efforts to reduce traffic accidents and fatalities, including by establishing a centralized framework for vehicle and road safety regulation.
  • E. U.S. surface transportation authorization acts
    U.S. surface transportation authorization acts are federal laws that periodically set funding levels, policies, and program structures for the nation’s highways, transit, and related infrastructure.
  • F. None of above. chosen

Provenance (5 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d90f18c819083a36ff4b9be4a20 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f132d048190b58a8381bdc74cad completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6415f11d88190a9f77eb1890f76ef completed May 2, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69f64231606481909b8dd9d878670a6c completed May 2, 2026, 6:28 p.m.
Created at: April 8, 2026, 9:55 p.m.