Triple

T7022333
Position Surface form Disambiguated ID Type / Status
Subject Arizona Department of Transportation E162856 entity
Predicate hasDivision P35 FINISHED
Object Motor Vehicle Division of Arizona
The Motor Vehicle Division of Arizona is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Arizona.
 E636723 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: Motor Vehicle Division of Arizona | Statement: [Arizona Department of Transportation, hasDivision, Motor Vehicle Division of Arizona]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Motor Vehicle Division of Arizona
Context triple: [Arizona Department of Transportation, hasDivision, Motor Vehicle Division of Arizona]
  • A. Motor Vehicle Division
    The Motor Vehicle Division is a governmental unit in Guam responsible for vehicle registration, driver licensing, and related motor vehicle regulatory services.
  • B. Arizona Department of Transportation
    The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
  • C. Transito Ariza
    Transito Ariza is a character in Gabriel García Márquez's novel "Love in the Time of Cholera," known as the devoted and resourceful mother of Florentino Ariza.
  • D. Automotive Safety Enforcement Division
    The Automotive Safety Enforcement Division is a specialized unit within the Michigan State Police responsible for enforcing motor vehicle safety laws and regulations.
  • E. Maryland Motor Vehicle Administration
    The Maryland Motor Vehicle Administration is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maryland.
  • 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: Motor Vehicle Division of Arizona
Triple: [Arizona Department of Transportation, hasDivision, Motor Vehicle Division of Arizona]
Generated description
The Motor Vehicle Division of Arizona is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Arizona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Motor Vehicle Division of Arizona
Target entity description: The Motor Vehicle Division of Arizona is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Arizona.
  • A. Motor Vehicle Division
    The Motor Vehicle Division is a governmental unit in Guam responsible for vehicle registration, driver licensing, and related motor vehicle regulatory services.
  • B. Arizona Department of Transportation
    The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
  • C. Transito Ariza
    Transito Ariza is a character in Gabriel García Márquez's novel "Love in the Time of Cholera," known as the devoted and resourceful mother of Florentino Ariza.
  • D. Automotive Safety Enforcement Division
    The Automotive Safety Enforcement Division is a specialized unit within the Michigan State Police responsible for enforcing motor vehicle safety laws and regulations.
  • E. Maryland Motor Vehicle Administration
    The Maryland Motor Vehicle Administration is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maryland.
  • 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.