Question

correct the text by inserting one comma. um im afraid you must be mistaking me for someone else.

Explanation:

The introductory filler word "Um" is a parenthetical element at the start of the sentence, so it should be followed by a comma to separate it from the main clause.

Answer:

Um, I'm afraid you must be mistaking me for someone else.