Triple

T2203182
Position Surface form Disambiguated ID Type / Status
Subject Iowa Department of Transportation E50537 entity
Predicate responsibleFor P636 FINISHED
Object Iowa driver licensing administration
Iowa driver licensing administration is the state-level system that oversees the issuance, renewal, and regulation of driver’s licenses and related credentials for motorists in Iowa.
 E50537 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: Iowa driver licensing administration | Statement: [Iowa Department of Transportation, responsibleFor, Iowa driver licensing administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa driver licensing administration
Context triple: [Iowa Department of Transportation, responsibleFor, Iowa driver licensing administration]
  • A. Iowa Department of Transportation
    The Iowa Department of Transportation is the state government agency responsible for planning, building, and maintaining Iowa’s transportation infrastructure, including its highways and interstates.
  • B. 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.
  • C. Division of Driver Licensing
    The Division of Driver Licensing is the Kentucky state agency responsible for administering driver’s licenses, permits, and related testing and records.
  • D. Idaho Transportation Department
    The Idaho Transportation Department is the state agency responsible for planning, building, and maintaining Idaho’s highway and transportation infrastructure.
  • E. Driver and Vehicle Licensing Agency
    The Driver and Vehicle Licensing Agency is the UK government body responsible for maintaining driver and vehicle records and administering driving licences and vehicle registration.
  • 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: Iowa driver licensing administration
Triple: [Iowa Department of Transportation, responsibleFor, Iowa driver licensing administration]
Generated description
Iowa driver licensing administration is the state-level system that oversees the issuance, renewal, and regulation of driver’s licenses and related credentials for motorists in Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa driver licensing administration
Target entity description: Iowa driver licensing administration is the state-level system that oversees the issuance, renewal, and regulation of driver’s licenses and related credentials for motorists in Iowa.
  • A. Iowa Department of Transportation chosen
    The Iowa Department of Transportation is the state government agency responsible for planning, building, and maintaining Iowa’s transportation infrastructure, including its highways and interstates.
  • B. 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.
  • C. Division of Driver Licensing
    The Division of Driver Licensing is the Kentucky state agency responsible for administering driver’s licenses, permits, and related testing and records.
  • D. Idaho Transportation Department
    The Idaho Transportation Department is the state agency responsible for planning, building, and maintaining Idaho’s highway and transportation infrastructure.
  • E. Driver and Vehicle Licensing Agency
    The Driver and Vehicle Licensing Agency is the UK government body responsible for maintaining driver and vehicle records and administering driving licences and vehicle registration.
  • 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_69a88b044ab48190add007487680f009 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfa33f0881908403604eafb73ecf completed March 7, 2026, 6:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae65473fd48190b58dba4205776096 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae666bd32c81909ff15201757a6c76 completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae66d8ba688190a2102c00fc6231c4 completed March 9, 2026, 6:21 a.m.
Created at: March 4, 2026, 7:46 p.m.