Triple
T7022335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arizona Department of Transportation |
E162856
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Multimodal Planning Division
The Multimodal Planning Division is a unit within the Arizona Department of Transportation responsible for planning and coordinating transportation systems across multiple modes such as highways, transit, rail, bicycle, and pedestrian facilities.
|
E636725
|
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: Multimodal Planning Division | Statement: [Arizona Department of Transportation, hasDivision, Multimodal Planning Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Multimodal Planning Division Context triple: [Arizona Department of Transportation, hasDivision, Multimodal Planning Division]
-
A.
Transportation planning division
The Transportation Planning Division is a unit within the Missouri Department of Transportation responsible for developing and coordinating long-range transportation plans, policies, and programs across the state.
-
B.
Division of Planning, Multimodal and Grants
The Division of Planning, Multimodal and Grants is a unit within the New Jersey Department of Transportation responsible for statewide transportation planning, support of multiple travel modes, and administration of transportation-related grant programs.
-
C.
Bureau of Transportation Planning and Modal Programs
The Bureau of Transportation Planning and Modal Programs is a division of Alabama’s state transportation agency responsible for long-range transportation planning and overseeing various travel modes such as transit, rail, and other non-highway programs.
-
D.
Transit Division
The Transit Division is the branch of the San Francisco Municipal Transportation Agency responsible for planning, operating, and managing the city’s public transit services such as buses, light rail, and historic streetcars.
-
E.
Department of Transport Planning
The Department of Transport Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in transportation systems, planning, and policy.
- 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: Multimodal Planning Division Triple: [Arizona Department of Transportation, hasDivision, Multimodal Planning Division]
Generated description
The Multimodal Planning Division is a unit within the Arizona Department of Transportation responsible for planning and coordinating transportation systems across multiple modes such as highways, transit, rail, bicycle, and pedestrian facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Multimodal Planning Division Target entity description: The Multimodal Planning Division is a unit within the Arizona Department of Transportation responsible for planning and coordinating transportation systems across multiple modes such as highways, transit, rail, bicycle, and pedestrian facilities.
-
A.
Transportation planning division
The Transportation Planning Division is a unit within the Missouri Department of Transportation responsible for developing and coordinating long-range transportation plans, policies, and programs across the state.
-
B.
Division of Planning, Multimodal and Grants
The Division of Planning, Multimodal and Grants is a unit within the New Jersey Department of Transportation responsible for statewide transportation planning, support of multiple travel modes, and administration of transportation-related grant programs.
-
C.
Bureau of Transportation Planning and Modal Programs
The Bureau of Transportation Planning and Modal Programs is a division of Alabama’s state transportation agency responsible for long-range transportation planning and overseeing various travel modes such as transit, rail, and other non-highway programs.
-
D.
Transit Division
The Transit Division is the branch of the San Francisco Municipal Transportation Agency responsible for planning, operating, and managing the city’s public transit services such as buses, light rail, and historic streetcars.
-
E.
Department of Transport Planning
The Department of Transport Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in transportation systems, planning, and policy.
- 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_69c6885b26248190a857541e3d10e299 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e1edf3608190b7ba0bfb85710e97 |
completed | March 27, 2026, 8 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7757c87788190b09ced669b5c4d83 |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c7777be0d08190b6be22c72d2da12e |
completed | March 28, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77851ace48190a2a4899181f3d14a |
completed | March 28, 2026, 6:42 a.m. |
Created at: March 27, 2026, 2:35 p.m.