Triple
T2203205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa Department of Transportation |
E50537
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Motor Vehicle Division of the Iowa Department of Transportation
The Motor Vehicle Division of the Iowa Department of Transportation is the state agency unit responsible for driver licensing, vehicle registration, and related motor vehicle services in Iowa.
|
E50537
|
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: Motor Vehicle Division of the Iowa Department of Transportation | Statement: [Iowa Department of Transportation, hasDivision, Motor Vehicle Division of the Iowa Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Motor Vehicle Division of the Iowa Department of Transportation Context triple: [Iowa Department of Transportation, hasDivision, Motor Vehicle Division of the Iowa Department of Transportation]
-
A.
Iowa Department of Transportation
The Iowa Department of Transportation is the state government agency responsible for planning, building, and maintaining Iowa’s transportation infrastructure, including its highways and interstates.
-
B.
Idaho Transportation Department
The Idaho Transportation Department is the state agency responsible for planning, building, and maintaining Idaho’s highway and transportation infrastructure.
-
C.
driver and motor vehicle services division
The Driver and Motor Vehicle Services Division is the branch of the Oregon state government responsible for driver licensing, vehicle registration, and related motor vehicle services.
-
D.
Office of Highway Safety
The Office of Highway Safety is a division of the National Transportation Safety Board responsible for investigating road transportation accidents and developing recommendations to improve highway safety.
-
E.
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.
- 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: Motor Vehicle Division of the Iowa Department of Transportation Triple: [Iowa Department of Transportation, hasDivision, Motor Vehicle Division of the Iowa Department of Transportation]
Generated description
The Motor Vehicle Division of the Iowa Department of Transportation is the state agency unit responsible for driver licensing, vehicle registration, and related motor vehicle services in Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Motor Vehicle Division of the Iowa Department of Transportation Target entity description: The Motor Vehicle Division of the Iowa Department of Transportation is the state agency unit responsible for driver licensing, vehicle registration, and related motor vehicle services in Iowa.
-
A.
Iowa Department of Transportation
chosen
The Iowa Department of Transportation is the state government agency responsible for planning, building, and maintaining Iowa’s transportation infrastructure, including its highways and interstates.
-
B.
Idaho Transportation Department
The Idaho Transportation Department is the state agency responsible for planning, building, and maintaining Idaho’s highway and transportation infrastructure.
-
C.
driver and motor vehicle services division
The Driver and Motor Vehicle Services Division is the branch of the Oregon state government responsible for driver licensing, vehicle registration, and related motor vehicle services.
-
D.
Office of Highway Safety
The Office of Highway Safety is a division of the National Transportation Safety Board responsible for investigating road transportation accidents and developing recommendations to improve highway safety.
-
E.
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.
- 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_69a88b044ab48190add007487680f009 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abbfa33f0881908403604eafb73ecf |
completed | March 7, 2026, 6:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae65473fd48190b58dba4205776096 |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae666bd32c81909ff15201757a6c76 |
completed | March 9, 2026, 6:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae66d8ba688190a2102c00fc6231c4 |
completed | March 9, 2026, 6:21 a.m. |
Created at: March 4, 2026, 7:46 p.m.