Triple
T9305923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montana Department of Transportation |
E223883
|
entity |
| Predicate | subdivision |
P747
|
FINISHED |
| Object |
Aeronautics Division of the Montana Department of Transportation
The Aeronautics Division of the Montana Department of Transportation is the state agency unit responsible for promoting, regulating, and supporting aviation services, airports, and aeronautical safety across Montana.
|
E223883
|
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: Aeronautics Division of the Montana Department of Transportation | Statement: [Montana Department of Transportation, subdivision, Aeronautics Division of the Montana Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aeronautics Division of the Montana Department of Transportation Context triple: [Montana Department of Transportation, subdivision, Aeronautics Division of the Montana Department of Transportation]
-
A.
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.
-
B.
Aviation division of the New Mexico Department of Transportation
The Aviation Division of the New Mexico Department of Transportation is the state agency unit responsible for overseeing, supporting, and promoting aviation infrastructure, safety, and services across New Mexico.
-
C.
Bureau of Highway Operations
The Bureau of Highway Operations is a division of Connecticut’s state transportation agency responsible for managing, maintaining, and operating the state’s highway system.
-
D.
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.
-
E.
Division of Air Resources
The Division of Air Resources is the branch of New York State’s environmental agency responsible for monitoring, regulating, and improving air quality across the state.
- 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: Aeronautics Division of the Montana Department of Transportation Triple: [Montana Department of Transportation, subdivision, Aeronautics Division of the Montana Department of Transportation]
Generated description
The Aeronautics Division of the Montana Department of Transportation is the state agency unit responsible for promoting, regulating, and supporting aviation services, airports, and aeronautical safety across Montana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aeronautics Division of the Montana Department of Transportation Target entity description: The Aeronautics Division of the Montana Department of Transportation is the state agency unit responsible for promoting, regulating, and supporting aviation services, airports, and aeronautical safety across Montana.
-
A.
Montana Department of Transportation
chosen
The Montana Department of Transportation is the state agency responsible for planning, building, and maintaining Montana’s highway and transportation infrastructure.
-
B.
Aviation division of the New Mexico Department of Transportation
The Aviation Division of the New Mexico Department of Transportation is the state agency unit responsible for overseeing, supporting, and promoting aviation infrastructure, safety, and services across New Mexico.
-
C.
Bureau of Highway Operations
The Bureau of Highway Operations is a division of Connecticut’s state transportation agency responsible for managing, maintaining, and operating the state’s highway system.
-
D.
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.
-
E.
Division of Air Resources
The Division of Air Resources is the branch of New York State’s environmental agency responsible for monitoring, regulating, and improving air quality across the state.
- 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_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.