Triple

T12445339
Position Surface form Disambiguated ID Type / Status
Subject SAFETEA-LU E297382 entity
Predicate containsProgram P17453 FINISHED
Object Congestion Mitigation and Air Quality Improvement Program E231383 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: Congestion Mitigation and Air Quality Improvement Program | Statement: [SAFETEA-LU, containsProgram, 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: [SAFETEA-LU, containsProgram, 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. 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.
  • C. 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.
  • D. 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.
  • E. Highway Safety Improvement Program
    The Highway Safety Improvement Program is a federal initiative that funds and promotes projects aimed at reducing traffic fatalities and serious injuries on the nation’s roadways.
  • 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_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.
Created at: April 8, 2026, 9:55 p.m.