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.