Triple

T4792657
Position Surface form Disambiguated ID Type / Status
Subject Minnesota Department of Transportation E106639 entity
Predicate hasDivision P35 FINISHED
Object Office of Traffic, Safety and Technology (MnDOT)
The Office of Traffic, Safety and Technology (MnDOT) is a specialized division that develops and implements strategies, standards, and technologies to improve roadway safety and traffic operations across Minnesota’s transportation system.
E106639 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: Office of Traffic, Safety and Technology (MnDOT) | Statement: [Minnesota Department of Transportation, hasDivision, Office of Traffic, Safety and Technology (MnDOT)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Traffic, Safety and Technology (MnDOT)
Context triple: [Minnesota Department of Transportation, hasDivision, Office of Traffic, Safety and Technology (MnDOT)]
  • A. Office of Highway Safety
    The Office of Highway Safety is a division of the National Transportation Safety Board responsible for investigating road transportation accidents and developing recommendations to improve highway safety.
  • B. Minnesota Department of Transportation
    The Minnesota Department of Transportation is the state government agency responsible for planning, building, and maintaining Minnesota’s transportation infrastructure, including its highways, bridges, and transit systems.
  • C. California Office of Traffic Safety
    The California Office of Traffic Safety is a state agency that funds and coordinates programs to improve roadway safety and reduce traffic-related deaths and injuries across California.
  • D. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • E. Traffic Safety and Specialized Enforcement Branch
    The Traffic Safety and Specialized Enforcement Branch is a specialized unit of Washington, D.C.’s Metropolitan Police Department focused on traffic law enforcement, roadway safety, and related specialized policing operations.
  • 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: Office of Traffic, Safety and Technology (MnDOT)
Triple: [Minnesota Department of Transportation, hasDivision, Office of Traffic, Safety and Technology (MnDOT)]
Generated description
The Office of Traffic, Safety and Technology (MnDOT) is a specialized division that develops and implements strategies, standards, and technologies to improve roadway safety and traffic operations across Minnesota’s transportation system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Traffic, Safety and Technology (MnDOT)
Target entity description: The Office of Traffic, Safety and Technology (MnDOT) is a specialized division that develops and implements strategies, standards, and technologies to improve roadway safety and traffic operations across Minnesota’s transportation system.
  • A. Office of Highway Safety
    The Office of Highway Safety is a division of the National Transportation Safety Board responsible for investigating road transportation accidents and developing recommendations to improve highway safety.
  • B. Minnesota Department of Transportation chosen
    The Minnesota Department of Transportation is the state government agency responsible for planning, building, and maintaining Minnesota’s transportation infrastructure, including its highways, bridges, and transit systems.
  • C. California Office of Traffic Safety
    The California Office of Traffic Safety is a state agency that funds and coordinates programs to improve roadway safety and reduce traffic-related deaths and injuries across California.
  • D. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • E. Traffic Safety and Specialized Enforcement Branch
    The Traffic Safety and Specialized Enforcement Branch is a specialized unit of Washington, D.C.’s Metropolitan Police Department focused on traffic law enforcement, roadway safety, and related specialized policing operations.
  • 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_69bd43f591c881909e5a532388b0f3f3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd66059bfc8190885d26d05dd38df1 completed March 20, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43ecf0308190941809fd13efa393 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be45b95ab48190b5d8b84c56b1a0ac completed March 21, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69be46e400cc8190aaa7fc42713f30c6 completed March 21, 2026, 7:21 a.m.
Created at: March 20, 2026, 1:22 p.m.