Triple
T219183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department for Transport |
E4175
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
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.
|
E28063
|
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 Licensing Agency | Statement: [Department for Transport, oversees, Driver and Vehicle Licensing Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Driver and Vehicle Licensing Agency Context triple: [Department for Transport, oversees, Driver and Vehicle Licensing Agency]
-
A.
Department for Transport
The Department for Transport is the UK government ministry responsible for national transport policy, infrastructure, and regulation across road, rail, air, and sea.
-
B.
National Highway Traffic Safety Administration
The National Highway Traffic Safety Administration is a U.S. federal agency responsible for improving road safety by setting and enforcing vehicle performance standards, investigating defects, and promoting traffic safety initiatives.
-
C.
Transportation Bureau
The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
-
D.
Massachusetts Registry of Motor Vehicles (as a standalone agency)
The Massachusetts Registry of Motor Vehicles was the former standalone state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Massachusetts before being incorporated into the Massachusetts Department of Transportation.
-
E.
District Department of Transportation
The District Department of Transportation is the local government agency responsible for planning, constructing, and maintaining Washington, D.C.’s transportation infrastructure, including its roads, bridges, and public space.
- 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 Licensing Agency Triple: [Department for Transport, oversees, Driver and Vehicle Licensing Agency]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Driver and Vehicle Licensing Agency Target entity description: 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.
-
A.
Department for Transport
The Department for Transport is the UK government ministry responsible for national transport policy, infrastructure, and regulation across road, rail, air, and sea.
-
B.
National Highway Traffic Safety Administration
The National Highway Traffic Safety Administration is a U.S. federal agency responsible for improving road safety by setting and enforcing vehicle performance standards, investigating defects, and promoting traffic safety initiatives.
-
C.
Transportation Bureau
The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
-
D.
Massachusetts Registry of Motor Vehicles (as a standalone agency)
The Massachusetts Registry of Motor Vehicles was the former standalone state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Massachusetts before being incorporated into the Massachusetts Department of Transportation.
-
E.
District Department of Transportation
The District Department of Transportation is the local government agency responsible for planning, constructing, and maintaining Washington, D.C.’s transportation infrastructure, including its roads, bridges, and public space.
- 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_69a2573508588190b522c2476d91acfe |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c5199d8819096736c11077adec3 |
completed | Feb. 28, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3476fe7a0819086ce5c028429b2c0 |
completed | Feb. 28, 2026, 7:52 p.m. |
| NEDg | Description generation | batch_69a34a3ad4688190acdcca286cd8a19a |
completed | Feb. 28, 2026, 8:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a34a97c5dc8190b0f3e4f3c342cfae |
completed | Feb. 28, 2026, 8:05 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.