Triple
T9305924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montana Department of Transportation |
E223883
|
entity |
| Predicate | subdivision |
P747
|
FINISHED |
| Object |
Maintenance Division of the Montana Department of Transportation
The Maintenance Division of the Montana Department of Transportation is the unit responsible for preserving, repairing, and ensuring the safe, year-round operation of the state’s transportation infrastructure, including highways and related facilities.
|
E791990
|
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: Maintenance Division of the Montana Department of Transportation | Statement: [Montana Department of Transportation, subdivision, Maintenance Division of the Montana Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maintenance Division of the Montana Department of Transportation Context triple: [Montana Department of Transportation, subdivision, Maintenance Division of the Montana Department of Transportation]
-
A.
Highways and Engineering Division of the Montana Department of Transportation
The Highways and Engineering Division of the Montana Department of Transportation is the branch responsible for planning, designing, constructing, and maintaining the state’s highway infrastructure.
-
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.
Rail, Transit and Planning Division of the Montana Department of Transportation
The Rail, Transit and Planning Division of the Montana Department of Transportation is the unit responsible for overseeing and coordinating the state’s rail services, public transit programs, and long-range transportation planning efforts.
-
D.
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.
-
E.
South Dakota Department of Transportation
The South Dakota Department of Transportation is the state agency responsible for planning, building, and maintaining South Dakota’s highway and transportation infrastructure.
- 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: Maintenance Division of the Montana Department of Transportation Triple: [Montana Department of Transportation, subdivision, Maintenance Division of the Montana Department of Transportation]
Generated description
The Maintenance Division of the Montana Department of Transportation is the unit responsible for preserving, repairing, and ensuring the safe, year-round operation of the state’s transportation infrastructure, including highways and related facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maintenance Division of the Montana Department of Transportation Target entity description: The Maintenance Division of the Montana Department of Transportation is the unit responsible for preserving, repairing, and ensuring the safe, year-round operation of the state’s transportation infrastructure, including highways and related facilities.
-
A.
Highways and Engineering Division of the Montana Department of Transportation
The Highways and Engineering Division of the Montana Department of Transportation is the branch responsible for planning, designing, constructing, and maintaining the state’s highway infrastructure.
-
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.
Rail, Transit and Planning Division of the Montana Department of Transportation
The Rail, Transit and Planning Division of the Montana Department of Transportation is the unit responsible for overseeing and coordinating the state’s rail services, public transit programs, and long-range transportation planning efforts.
-
D.
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.
-
E.
South Dakota Department of Transportation
The South Dakota Department of Transportation is the state agency responsible for planning, building, and maintaining South Dakota’s highway and transportation infrastructure.
- 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_69d0c784f24481909af5f0daa1b8333a |
completed | April 4, 2026, 8:10 a.m. |
| NEDg | Description generation | batch_69d0ca52acac8190aef4b5fa11594050 |
completed | April 4, 2026, 8:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0cc0968448190a89d8ea82d0c8102 |
completed | April 4, 2026, 8:30 a.m. |
Created at: March 30, 2026, 7:36 p.m.