
By any chance
Subtle Uncertainty
'By any chance' adds a gentle tone of uncertainty and is less direct than just asking a question. 
Low Expectations
It implies that you don't expect the person to know the answer but you're asking just in case. 
Polite Interruption
Using it at the start of a question is polite, especially when interrupting or speaking to a stranger. 