Triple
T9305922
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montana Department of Transportation |
E223883
|
entity |
| Predicate | subdivision |
P747
|
FINISHED |
| Object |
Motor Carrier Services Division of the Montana Department of Transportation
The Motor Carrier Services Division of the Montana Department of Transportation is the state unit responsible for regulating and supporting commercial motor carriers, including permitting, safety enforcement, and compliance with transportation laws.
|
E790414
|
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 Carrier Services Division of the Montana Department of Transportation | Statement: [Montana Department of Transportation, subdivision, Motor Carrier Services Division of the Montana Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Motor Carrier Services Division of the Montana Department of Transportation Context triple: [Montana Department of Transportation, subdivision, Motor Carrier Services Division of the Montana Department of Transportation]
-
A.
Motor carrier services division
The Motor Carrier Services Division is a unit of the Missouri Department of Transportation responsible for regulating and supporting commercial motor carriers, including permitting, safety compliance, and enforcement activities.
-
B.
Montana Department of Transportation
The Montana Department of Transportation is the state agency responsible for planning, building, and maintaining Montana’s highway and transportation infrastructure.
-
C.
Motor Vehicles Division of the Idaho Transportation Department
The Motor Vehicles Division of the Idaho Transportation Department is the state agency unit responsible for driver licensing, vehicle registration, and related motor vehicle services in Idaho.
-
D.
Road Transport Division
Road Transport Division is a key administrative unit under India’s Ministry of Road Transport and Highways responsible for formulating and overseeing policies, regulations, and standards related to road-based transportation in the country.
-
E.
Motor Vehicle Division
The Motor Vehicle Division is a governmental unit in Guam responsible for vehicle registration, driver licensing, and related motor vehicle regulatory services.
- 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 Carrier Services Division of the Montana Department of Transportation Triple: [Montana Department of Transportation, subdivision, Motor Carrier Services Division of the Montana Department of Transportation]
Generated description
The Motor Carrier Services Division of the Montana Department of Transportation is the state unit responsible for regulating and supporting commercial motor carriers, including permitting, safety enforcement, and compliance with transportation laws.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Motor Carrier Services Division of the Montana Department of Transportation Target entity description: The Motor Carrier Services Division of the Montana Department of Transportation is the state unit responsible for regulating and supporting commercial motor carriers, including permitting, safety enforcement, and compliance with transportation laws.
-
A.
Motor carrier services division
The Motor Carrier Services Division is a unit of the Missouri Department of Transportation responsible for regulating and supporting commercial motor carriers, including permitting, safety compliance, and enforcement activities.
-
B.
Montana Department of Transportation
The Montana Department of Transportation is the state agency responsible for planning, building, and maintaining Montana’s highway and transportation infrastructure.
-
C.
Motor Vehicles Division of the Idaho Transportation Department
The Motor Vehicles Division of the Idaho Transportation Department is the state agency unit responsible for driver licensing, vehicle registration, and related motor vehicle services in Idaho.
-
D.
Road Transport Division
Road Transport Division is a key administrative unit under India’s Ministry of Road Transport and Highways responsible for formulating and overseeing policies, regulations, and standards related to road-based transportation in the country.
-
E.
Motor Vehicle Division
The Motor Vehicle Division is a governmental unit in Guam responsible for vehicle registration, driver licensing, and related motor vehicle regulatory services.
- 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_69ca8424d0f08190831e2e93c6533aeb |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd1da7c1e08190af19169f5d806cde |
completed | April 1, 2026, 1:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b2735d788190bd8f963562fb85a8 |
completed | April 4, 2026, 6:40 a.m. |
| NEDg | Description generation | batch_69d0b4231b708190b8a4a342bc63e84d |
completed | April 4, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b4b8131c8190b2aa8be56925b7bc |
completed | April 4, 2026, 6:50 a.m. |
Created at: March 30, 2026, 7:36 p.m.