Triple
T9305920
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montana Department of Transportation |
E223883
|
entity |
| Predicate | subdivision |
P747
|
FINISHED |
| Object |
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.
|
E790412
|
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: Highways and Engineering Division of the Montana Department of Transportation | Statement: [Montana Department of Transportation, subdivision, Highways and Engineering Division of the Montana Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highways and Engineering Division of the Montana Department of Transportation Context triple: [Montana Department of Transportation, subdivision, Highways and Engineering Division of the Montana Department of Transportation]
-
A.
Highways Division
Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
-
B.
Highways Division
Highways Division is a specialized unit within India’s Ministry of Road Transport and Highways responsible for planning, developing, and maintaining the national highway network.
-
C.
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.
-
D.
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.
-
E.
Highway and Transportation division
The Highway and Transportation division is the branch of the Missouri Department of Transportation responsible for planning, building, and maintaining the state’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: Highways and Engineering Division of the Montana Department of Transportation Triple: [Montana Department of Transportation, subdivision, Highways and Engineering Division of the Montana Department of Transportation]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highways and Engineering Division of the Montana Department of Transportation Target entity description: 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.
-
A.
Highways Division
Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
-
B.
Highways Division
Highways Division is a specialized unit within India’s Ministry of Road Transport and Highways responsible for planning, developing, and maintaining the national highway network.
-
C.
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.
-
D.
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.
-
E.
Highway and Transportation division
The Highway and Transportation division is the branch of the Missouri Department of Transportation responsible for planning, building, and maintaining the state’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_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.