Triple
T1339607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Driver and Vehicle Standards Agency |
E28434
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
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.
|
E155012
|
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: Vehicle and Operator Services Agency | Statement: [Driver and Vehicle Standards Agency, precededBy, Vehicle and Operator Services Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vehicle and Operator Services Agency Context triple: [Driver and Vehicle Standards Agency, precededBy, Vehicle and Operator Services Agency]
-
A.
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.
-
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.
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.
-
D.
General Directorate of Traffic
The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
-
E.
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.
- 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: Vehicle and Operator Services Agency Triple: [Driver and Vehicle Standards Agency, precededBy, Vehicle and Operator Services Agency]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vehicle and Operator Services Agency Target entity description: 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.
-
A.
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.
-
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.
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.
-
D.
General Directorate of Traffic
The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
-
E.
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.
- 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_69a49854eb3481908c7d56b2e449a290 |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c21303c881908fef0b32831222fe |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc6305c988190830dd535726c6338 |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc91793688190a223365d50498cc7 |
completed | March 8, 2026, 12:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc9b8c86c8190bc3526b85604884d |
completed | March 8, 2026, 12:58 a.m. |
Created at: March 1, 2026, 7:56 p.m.