Is reverse charge applicable if tax-paid supplies are purchased and resold by an unregistered person

Yes, reverse charge under section 9(4) is attracted because inquiry into two or three level earlier is not permitted. At the first level if the supplier is unregistered, then section is attracted.

( ICAI FAQ PUBLICATION 06-09-2017 REVERSE CHARGE : FAQ NO.43)