Is GST payable for both the components – CGST and SGST (or UTGST)

Yes, GST in India is a dual-tax and the provisions of the CGST Act are mirrored in SGST/UTGST Act.

(ICAI FAQ PUBLICATION REVERSE CHARGE : FAQ NO. 34)