To catch someone out means to cause them to make a mistake that reveals that they are lying about something, do not know something, or cannot do something. (mainly BRIT)
Detectives followed him for months hoping to catch him out in some deception...
The government has been caught out by the speed of events.
PHRASAL VERB: V n P prep, V n P prep, also V n P, V P n (not pron)