Triple

T2719154
Position Surface form Disambiguated ID Type / Status
Subject ABJ E60039 entity
Predicate regulatedBy P86 FINISHED
Object Nigerian vehicle licensing authorities
Nigerian vehicle licensing authorities are the government bodies in Nigeria responsible for registering vehicles, issuing number plates and driving licences, and enforcing road traffic and licensing regulations.
 E293162 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: Nigerian vehicle licensing authorities | Statement: [ABJ, regulatedBy, Nigerian vehicle licensing authorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nigerian vehicle licensing authorities
Context triple: [ABJ, regulatedBy, Nigerian vehicle licensing authorities]
  • A. Nigeria Immigration Service
    The Nigeria Immigration Service is the federal agency responsible for immigration control, passport issuance, and border security in Nigeria.
  • B. Nigerien police
    The Nigerien police are the national law enforcement body of Niger responsible for maintaining public order, enforcing laws, and ensuring internal security across the country.
  • C. Nigerian passports
    Nigerian passports are official travel documents issued by the Nigerian government to its citizens for international travel and identification.
  • D. Nigeria Customs Service
    The Nigeria Customs Service is the federal agency responsible for collecting customs revenue, facilitating trade, and enforcing import and export regulations at Nigeria’s borders.
  • 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: Nigerian vehicle licensing authorities
Triple: [ABJ, regulatedBy, Nigerian vehicle licensing authorities]
Generated description
Nigerian vehicle licensing authorities are the government bodies in Nigeria responsible for registering vehicles, issuing number plates and driving licences, and enforcing road traffic and licensing regulations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nigerian vehicle licensing authorities
Target entity description: Nigerian vehicle licensing authorities are the government bodies in Nigeria responsible for registering vehicles, issuing number plates and driving licences, and enforcing road traffic and licensing regulations.
  • A. Nigeria Immigration Service
    The Nigeria Immigration Service is the federal agency responsible for immigration control, passport issuance, and border security in Nigeria.
  • B. Nigerien police
    The Nigerien police are the national law enforcement body of Niger responsible for maintaining public order, enforcing laws, and ensuring internal security across the country.
  • C. Nigerian passports
    Nigerian passports are official travel documents issued by the Nigerian government to its citizens for international travel and identification.
  • D. Nigeria Customs Service
    The Nigeria Customs Service is the federal agency responsible for collecting customs revenue, facilitating trade, and enforcing import and export regulations at Nigeria’s borders.
  • 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

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_69ab4b746d248190958e052045c09255 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdaaee104819085966bc54d5da9c0 completed March 7, 2026, 7:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb68ebd0081908bb360872d559e1f completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb75ea498819089c79e63052e9696 completed March 10, 2026, 6:17 a.m.
NED2 Entity disambiguation (via description) batch_69afb83ba6dc8190931d691d3e354bd7 completed March 10, 2026, 6:20 a.m.
Created at: March 6, 2026, 9:55 p.m.