It happened around 1 a.m. Sunday.
Investigators say they were on patrol and came across a vehicle that was reported as being stolen.
The driver took off, eventually crashing at South Post Oak and Court streets. The chase lasted about 15 minutes.
Police say the three teens got out and ran.
A K9 and police chopper helped find two of them, including the 14-year-old driver.
Investigators are still looking for the third teen involved in the chase.
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