West Yorkshire Police were called to Foundry Approach on Thursday as the thefts were happening.
The Ford van had left by the time officers arrived, but it was later spotted later in the day in Easy Road, Cross Green, by the Roads Policing Traffic Unit.
The van initially failed to stop for the police when signalled. It was also registered as stolen and had false number plates.
Drugs were also discovered in the van.