Triple

T9305885

Position	Surface form	Disambiguated ID	Type / Status
Subject	Utah Department of Transportation	`E223882`	entity
Predicate	hasPart	`P35`	FINISHED
Object	UDOT Maintenance Division The UDOT Maintenance Division is the branch of the Utah Department of Transportation responsible for the upkeep, repair, and day-to-day operational safety of the state’s transportation infrastructure.	`E223882`	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: UDOT Maintenance Division | Statement: [Utah Department of Transportation, hasPart, UDOT Maintenance Division]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: UDOT Maintenance Division
Context triple: [Utah Department of Transportation, hasPart, UDOT Maintenance Division]

A. Utah Department of Transportation
The Utah Department of Transportation is the state agency responsible for planning, building, and maintaining Utah’s highway and transportation infrastructure.
B. UDOT Traffic Operations Center
The UDOT Traffic Operations Center is Utah’s centralized hub for monitoring and managing real-time traffic conditions, signals, and incident response on the state’s roadways.
C. Nevada Department of Transportation
The Nevada Department of Transportation is the state agency responsible for planning, building, and maintaining Nevada’s highway and transportation infrastructure.
D. 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.
E. Region 3 (UDOT)
Region 3 (UDOT) is one of the Utah Department of Transportation’s administrative regions responsible for planning, constructing, and maintaining state transportation infrastructure in a designated area of Utah.
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: UDOT Maintenance Division
Triple: [Utah Department of Transportation, hasPart, UDOT Maintenance Division]

Generated description

The UDOT Maintenance Division is the branch of the Utah Department of Transportation responsible for the upkeep, repair, and day-to-day operational safety of the state’s transportation infrastructure.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: UDOT Maintenance Division
Target entity description: The UDOT Maintenance Division is the branch of the Utah Department of Transportation responsible for the upkeep, repair, and day-to-day operational safety of the state’s transportation infrastructure.

A. Utah Department of Transportation chosen
The Utah Department of Transportation is the state agency responsible for planning, building, and maintaining Utah’s highway and transportation infrastructure.
B. UDOT Traffic Operations Center
The UDOT Traffic Operations Center is Utah’s centralized hub for monitoring and managing real-time traffic conditions, signals, and incident response on the state’s roadways.
C. Nevada Department of Transportation
The Nevada Department of Transportation is the state agency responsible for planning, building, and maintaining Nevada’s highway and transportation infrastructure.
D. 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.
E. Region 3 (UDOT)
Region 3 (UDOT) is one of the Utah Department of Transportation’s administrative regions responsible for planning, constructing, and maintaining state transportation infrastructure in a designated area of Utah.
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_69d0e3924df4819095490983615b2aae`	completed	April 4, 2026, 10:10 a.m.
NEDg	Description generation	`batch_69d0e502b68081909a9f9476421ba9b5`	completed	April 4, 2026, 10:16 a.m.
NED2	Entity disambiguation (via description)	`batch_69d0e5af7360819096c6295de0ce5f32`	completed	April 4, 2026, 10:19 a.m.

Created at: March 30, 2026, 7:36 p.m.