Tag up on foul ball not caught

[ctblu40]

You are correct. In OBR the rule is:

5.09 The ball becomes dead and runners advance one base, or return to their bases, without liability to be put out, when --
(e) A foul ball is not caught; runners return. The umpire shall not put the ball in play until all runners have retouched their bases;