Triple

T18497155
Position Surface form Disambiguated ID Type / Status
Subject Public Law 102-240 E451976 entity
Predicate establishesProgram P10634 FINISHED
Object Congestion Mitigation and Air Quality Improvement Program — 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: Congestion Mitigation and Air Quality Improvement Program | Statement: [Public Law 102-240, establishesProgram, 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: [Public Law 102-240, establishesProgram, Congestion Mitigation and Air Quality Improvement Program]
  • A. Congestion Mitigation and Air Quality Improvement Program chosen
    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.
  • B. Solutions for Congested Corridors Program
    The Solutions for Congested Corridors Program is a California initiative that funds multimodal transportation and infrastructure projects aimed at reducing traffic congestion and improving mobility and environmental outcomes in heavily traveled corridors.
  • C. 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.
  • D. NOx Budget Trading Program
    The NOx Budget Trading Program is a U.S. cap-and-trade system designed to reduce nitrogen oxide emissions from power plants and other large combustion sources to combat regional smog and ozone pollution.
  • E. Planning, Programming and Modal Division of the Iowa Department of Transportation
    The Planning, Programming and Modal Division of the Iowa Department of Transportation is the branch responsible for statewide transportation planning, project programming, and coordination of various transportation modes across Iowa.
  • 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_69d8d3855d50819097fc8561b0299dd9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e532c15dec8190941e7c7a4cdebb66 completed April 19, 2026, 7:53 p.m.
Created at: April 10, 2026, 11:36 a.m.