A citizen initially reported the stolen truck shortly after 10 p.m., which led to a pursuit, according to the Los Angeles Police Department.
While chasing the trailer, the driver came to an intersection where a motorcycle was parked in the middle of the road.
It was not clear if the motorcycle belonged to someone else or if someone had left the motorcycle for the driver to escape.
Once the pursuing driver got on the motorcycle, the police ground units stopped following the driver and only the police air unit continued.
The driver traveled at speeds of up to 100 mph on the motorcycle through areas such as Tujunga, Sunland, Sun Valley until he reached North Hollywood.
Once in North Hollywood, the driver pulled into an underground parking lot of an apartment complex located at Otsego Street and Fair Avenue.
It was unclear if officers located the driver.