I beg to pardon
It's when you're too polite to just say, 'What the hell did you just say?'
'I beg to pardon? That was a bit of a shock.'
'I beg to pardon? Did you just call me a disgrace?'
He said, 'I beg to pardon? That was not a compliment.'
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