Triple
T2130648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kentucky Transportation Cabinet |
E46530
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Kentucky Department of Vehicle Regulation
The Kentucky Department of Vehicle Regulation is a state agency responsible for administering motor vehicle licensing, registration, and related regulatory functions within Kentucky.
|
E46530
|
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: Kentucky Department of Vehicle Regulation | Statement: [Kentucky Transportation Cabinet, oversees, Kentucky Department of Vehicle Regulation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Department of Vehicle Regulation Context triple: [Kentucky Transportation Cabinet, oversees, Kentucky Department of Vehicle Regulation]
-
A.
Kentucky Transportation Cabinet
The Kentucky Transportation Cabinet is the state government agency responsible for planning, building, and maintaining Kentucky’s highway and transportation infrastructure.
-
B.
Maryland Motor Vehicle Administration
The Maryland Motor Vehicle Administration is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maryland.
-
C.
California Department of Motor Vehicles
The California Department of Motor Vehicles is the state agency responsible for driver licensing, vehicle registration, and enforcement of motor vehicle laws in California.
-
D.
Oregon DMV
Oregon DMV is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Oregon.
-
E.
Indiana Department of Transportation
The Indiana Department of Transportation is the state agency responsible for planning, building, and maintaining Indiana’s transportation infrastructure, including highways and related systems.
- 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: Kentucky Department of Vehicle Regulation Triple: [Kentucky Transportation Cabinet, oversees, Kentucky Department of Vehicle Regulation]
Generated description
The Kentucky Department of Vehicle Regulation is a state agency responsible for administering motor vehicle licensing, registration, and related regulatory functions within Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky Department of Vehicle Regulation Target entity description: The Kentucky Department of Vehicle Regulation is a state agency responsible for administering motor vehicle licensing, registration, and related regulatory functions within Kentucky.
-
A.
Kentucky Transportation Cabinet
chosen
The Kentucky Transportation Cabinet is the state government agency responsible for planning, building, and maintaining Kentucky’s highway and transportation infrastructure.
-
B.
Maryland Motor Vehicle Administration
The Maryland Motor Vehicle Administration is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maryland.
-
C.
California Department of Motor Vehicles
The California Department of Motor Vehicles is the state agency responsible for driver licensing, vehicle registration, and enforcement of motor vehicle laws in California.
-
D.
Oregon DMV
Oregon DMV is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Oregon.
-
E.
Indiana Department of Transportation
The Indiana Department of Transportation is the state agency responsible for planning, building, and maintaining Indiana’s transportation infrastructure, including highways and related systems.
- F. None of above.
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_69a88a1626548190ae59a5028c3baa8e |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbb79f21881909ad8d1a09c1f29fd |
completed | March 7, 2026, 5:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51a5d95881909b4b77c14f565e21 |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae523cdebc819088b94e67b5311527 |
completed | March 9, 2026, 4:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae52c56c5c8190bbdd2af3dde63374 |
completed | March 9, 2026, 4:55 a.m. |
Created at: March 4, 2026, 7:44 p.m.