Triple
T4944869
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California Energy Commission |
E111023
|
entity |
| Predicate | overseesProgram |
P86
|
FINISHED |
| Object |
School Bus Replacement and Clean Transportation grants
School Bus Replacement and Clean Transportation grants are California state funding programs that help school districts replace older buses with cleaner, lower-emission vehicles and related infrastructure to improve air quality and reduce greenhouse gas emissions.
|
E481192
|
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: School Bus Replacement and Clean Transportation grants | Statement: [California Energy Commission, overseesProgram, School Bus Replacement and Clean Transportation grants]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School Bus Replacement and Clean Transportation grants Context triple: [California Energy Commission, overseesProgram, School Bus Replacement and Clean Transportation grants]
-
A.
School Improvement Grants (historically)
School Improvement Grants (historically) were a major federal funding initiative aimed at turning around the nation’s lowest-performing schools through targeted, evidence-based interventions and reforms.
-
B.
Clean Trucks Program
The Clean Trucks Program is an environmental initiative at the Port of Long Beach that aims to reduce air pollution and greenhouse gas emissions by requiring cleaner, lower-emission trucks for port operations.
-
C.
Transportation Enhancements funding category
The Transportation Enhancements funding category is a federal program that supports projects improving the cultural, aesthetic, historic, and environmental aspects of transportation infrastructure beyond traditional highway construction.
-
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.
Surface Transportation Block Grant Program
The Surface Transportation Block Grant Program is a major federal funding program that provides flexible financial assistance to states and localities for a wide range of surface transportation projects, including highways, transit, and safety improvements.
- 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: School Bus Replacement and Clean Transportation grants Triple: [California Energy Commission, overseesProgram, School Bus Replacement and Clean Transportation grants]
Generated description
School Bus Replacement and Clean Transportation grants are California state funding programs that help school districts replace older buses with cleaner, lower-emission vehicles and related infrastructure to improve air quality and reduce greenhouse gas emissions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School Bus Replacement and Clean Transportation grants Target entity description: School Bus Replacement and Clean Transportation grants are California state funding programs that help school districts replace older buses with cleaner, lower-emission vehicles and related infrastructure to improve air quality and reduce greenhouse gas emissions.
-
A.
School Improvement Grants (historically)
School Improvement Grants (historically) were a major federal funding initiative aimed at turning around the nation’s lowest-performing schools through targeted, evidence-based interventions and reforms.
-
B.
Clean Trucks Program
The Clean Trucks Program is an environmental initiative at the Port of Long Beach that aims to reduce air pollution and greenhouse gas emissions by requiring cleaner, lower-emission trucks for port operations.
-
C.
Transportation Enhancements funding category
The Transportation Enhancements funding category is a federal program that supports projects improving the cultural, aesthetic, historic, and environmental aspects of transportation infrastructure beyond traditional highway construction.
-
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.
Surface Transportation Block Grant Program
The Surface Transportation Block Grant Program is a major federal funding program that provides flexible financial assistance to states and localities for a wide range of surface transportation projects, including highways, transit, and safety improvements.
- 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_69bd441721cc819085c7e33fe0876818 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd70a8e5388190882831d7828441d3 |
completed | March 20, 2026, 4:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77c6566c8190b0c76c05b9d82053 |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be78ac2d888190b53d90452431263f |
completed | March 21, 2026, 10:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be79a6634c8190bae1fa09eedd6829 |
completed | March 21, 2026, 10:57 a.m. |
Created at: March 20, 2026, 1:31 p.m.