Triple

T4096424
Position Surface form Disambiguated ID Type / Status
Subject Alabama Law Enforcement Agency E87831 entity
Predicate hasDivision P35 FINISHED
Object Driver License Division
The Driver License Division is the Alabama Law Enforcement Agency unit responsible for issuing, renewing, and regulating driver licenses and related identification documents in the state.
 E413509 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: Driver License Division | Statement: [Alabama Law Enforcement Agency, hasDivision, Driver License Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Driver License Division
Context triple: [Alabama Law Enforcement Agency, hasDivision, Driver License Division]
  • A. Driver License Division
    The Driver License Division is a Texas state agency unit responsible for issuing and managing driver licenses, identification cards, and related driver services.
  • B. 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.
  • C. Division of Motor Vehicle Licensing
    The Division of Motor Vehicle Licensing is a Kentucky state government office responsible for vehicle registration, titling, and related licensing services for motorists.
  • D. driver and motor vehicle services division
    The Driver and Motor Vehicle Services Division is the branch of the Oregon state government responsible for driver licensing, vehicle registration, and related motor vehicle services.
  • E. Division of Licensing Services
    The Division of Licensing Services is a New York State government office responsible for regulating, licensing, and overseeing various professions and occupations within the state.
  • 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: Driver License Division
Triple: [Alabama Law Enforcement Agency, hasDivision, Driver License Division]
Generated description
The Driver License Division is the Alabama Law Enforcement Agency unit responsible for issuing, renewing, and regulating driver licenses and related identification documents in the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Driver License Division
Target entity description: The Driver License Division is the Alabama Law Enforcement Agency unit responsible for issuing, renewing, and regulating driver licenses and related identification documents in the state.
  • A. Driver License Division
    The Driver License Division is a Texas state agency unit responsible for issuing and managing driver licenses, identification cards, and related driver services.
  • B. 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.
  • C. Division of Motor Vehicle Licensing
    The Division of Motor Vehicle Licensing is a Kentucky state government office responsible for vehicle registration, titling, and related licensing services for motorists.
  • D. driver and motor vehicle services division
    The Driver and Motor Vehicle Services Division is the branch of the Oregon state government responsible for driver licensing, vehicle registration, and related motor vehicle services.
  • E. Division of Licensing Services
    The Division of Licensing Services is a New York State government office responsible for regulating, licensing, and overseeing various professions and occupations within the state.
  • 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_69aed94564cc8190a9c1457daedb6e7f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefcdef11081908c626a89f2c0e121 completed March 9, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b6f8bb081908aa2d126fe3c9502 completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56f3cf1d081908e2fb778433fb2e8 completed March 14, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_69b56f99d490819093f92b4db63c5375 completed March 14, 2026, 2:24 p.m.
Created at: March 9, 2026, 3:40 p.m.