Triple

T2073524
Position Surface form Disambiguated ID Type / Status
Subject Federal-aid Highway Program E44868 entity
Predicate includes P1393 FINISHED
Object Congestion Mitigation and Air Quality Improvement Program
The Congestion Mitigation and Air Quality Improvement Program is a U.S. federal transportation funding program that supports projects aimed at reducing traffic congestion and improving air quality, particularly in areas that do not meet national air pollution standards.
E231383 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: Congestion Mitigation and Air Quality Improvement Program | Statement: [Federal-aid Highway Program, includes, Congestion Mitigation and Air Quality Improvement Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Congestion Mitigation and Air Quality Improvement Program
Context triple: [Federal-aid Highway Program, includes, Congestion Mitigation and Air Quality Improvement Program]
  • A. Maritime Air Quality Improvement Program
    The Maritime Air Quality Improvement Program is an environmental initiative focused on reducing air pollution and improving air quality associated with maritime operations at the Port of Oakland.
  • B. Prevention of Significant Deterioration program
    The Prevention of Significant Deterioration program is a U.S. air quality permitting system that limits emissions from new or modified major pollution sources in areas that already meet national air quality standards.
  • C. Air Quality Program (Washington State Department of Ecology)
    The Air Quality Program of the Washington State Department of Ecology is the division responsible for monitoring, regulating, and improving air quality across Washington State to protect public health and the environment.
  • D. Transportation Improvement Programs
    Transportation Improvement Programs are short-range, federally required planning documents that prioritize and allocate funding for transportation projects within a metropolitan area.
  • E. Clean Air Interstate Rule
    The Clean Air Interstate Rule was a U.S. Environmental Protection Agency regulation aimed at reducing interstate air pollution from power plants, particularly sulfur dioxide and nitrogen oxides that contribute to fine particulate matter and ozone.
  • 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: Congestion Mitigation and Air Quality Improvement Program
Triple: [Federal-aid Highway Program, includes, Congestion Mitigation and Air Quality Improvement Program]
Generated description
The Congestion Mitigation and Air Quality Improvement Program is a U.S. federal transportation funding program that supports projects aimed at reducing traffic congestion and improving air quality, particularly in areas that do not meet national air pollution standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Congestion Mitigation and Air Quality Improvement Program
Target entity description: The Congestion Mitigation and Air Quality Improvement Program is a U.S. federal transportation funding program that supports projects aimed at reducing traffic congestion and improving air quality, particularly in areas that do not meet national air pollution standards.
  • A. Maritime Air Quality Improvement Program
    The Maritime Air Quality Improvement Program is an environmental initiative focused on reducing air pollution and improving air quality associated with maritime operations at the Port of Oakland.
  • B. Prevention of Significant Deterioration program
    The Prevention of Significant Deterioration program is a U.S. air quality permitting system that limits emissions from new or modified major pollution sources in areas that already meet national air quality standards.
  • C. Air Quality Program (Washington State Department of Ecology)
    The Air Quality Program of the Washington State Department of Ecology is the division responsible for monitoring, regulating, and improving air quality across Washington State to protect public health and the environment.
  • D. Transportation Improvement Programs
    Transportation Improvement Programs are short-range, federally required planning documents that prioritize and allocate funding for transportation projects within a metropolitan area.
  • E. Clean Air Interstate Rule
    The Clean Air Interstate Rule was a U.S. Environmental Protection Agency regulation aimed at reducing interstate air pollution from power plants, particularly sulfur dioxide and nitrogen oxides that contribute to fine particulate matter and ozone.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba101c008190840763d2f28fa8d7 completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae272ee27c8190a4bb4690961dccf6 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae27b2c9d08190b1950abd8d41d3b3 completed March 9, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae2817ce3c81908e48170760cf98ef completed March 9, 2026, 1:53 a.m.
Created at: March 4, 2026, 7:41 p.m.