Triple

T9458676
Position Surface form Disambiguated ID Type / Status
Subject Department for Infrastructure (Northern Ireland) E228082 entity
Predicate oversees P46 FINISHED
Object Driver and Vehicle Agency (Northern Ireland)
The Driver and Vehicle Agency (Northern Ireland) is the government body responsible for driver licensing, vehicle testing, and related road safety and compliance services in Northern Ireland.
E801351 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 and Vehicle Agency (Northern Ireland) | Statement: [Department for Infrastructure (Northern Ireland), oversees, Driver and Vehicle Agency (Northern Ireland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Driver and Vehicle Agency (Northern Ireland)
Context triple: [Department for Infrastructure (Northern Ireland), oversees, Driver and Vehicle Agency (Northern Ireland)]
  • A. Driver and Vehicle Standards Agency
    The Driver and Vehicle Standards Agency is a UK government body responsible for setting and enforcing driving and vehicle safety standards, including driving tests, MOTs, and roadside enforcement.
  • B. 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.
  • C. Driver and Vehicle Services
    Driver and Vehicle Services is a division of Pennsylvania’s state transportation agency responsible for licensing drivers, registering vehicles, and maintaining related records and services.
  • D. Police Authority for Northern Ireland
    The Police Authority for Northern Ireland was the public oversight body responsible for monitoring and holding the police service in Northern Ireland to account during the latter part of the 20th century.
  • E. Vehicle and Operator Services Agency
    The Vehicle and Operator Services Agency was a former UK government body responsible for enforcing vehicle safety and operator licensing regulations before its functions were merged into the Driver and Vehicle Standards Agency.
  • 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 and Vehicle Agency (Northern Ireland)
Triple: [Department for Infrastructure (Northern Ireland), oversees, Driver and Vehicle Agency (Northern Ireland)]
Generated description
The Driver and Vehicle Agency (Northern Ireland) is the government body responsible for driver licensing, vehicle testing, and related road safety and compliance services in Northern Ireland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Driver and Vehicle Agency (Northern Ireland)
Target entity description: The Driver and Vehicle Agency (Northern Ireland) is the government body responsible for driver licensing, vehicle testing, and related road safety and compliance services in Northern Ireland.
  • A. Driver and Vehicle Standards Agency
    The Driver and Vehicle Standards Agency is a UK government body responsible for setting and enforcing driving and vehicle safety standards, including driving tests, MOTs, and roadside enforcement.
  • B. 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.
  • C. Driver and Vehicle Services
    Driver and Vehicle Services is a division of Pennsylvania’s state transportation agency responsible for licensing drivers, registering vehicles, and maintaining related records and services.
  • D. Police Authority for Northern Ireland
    The Police Authority for Northern Ireland was the public oversight body responsible for monitoring and holding the police service in Northern Ireland to account during the latter part of the 20th century.
  • E. Vehicle and Operator Services Agency
    The Vehicle and Operator Services Agency was a former UK government body responsible for enforcing vehicle safety and operator licensing regulations before its functions were merged into the Driver and Vehicle Standards Agency.
  • 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_69ca843b123881909b0e60028475d12d completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7f924f3081909dd937cbe6802881 completed April 1, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1228d7a488190b537db256f386786 completed April 4, 2026, 2:39 p.m.
NEDg Description generation batch_69d12395841c8190857de8a50ab6345c completed April 4, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69d1275bcbd88190a5742a9cf802425a completed April 4, 2026, 2:59 p.m.
Created at: March 30, 2026, 7:52 p.m.