State tax filing

I have a very similar situation. Set up a SMLLC, did not conduct any business (i.e. no revenue, no liabilities, etc.) and terminated (via short form LLC-4/8) with SOS all within 4 months. 

 

It is still unclear whether a final form 568 needs to filed with CA FTB. Near the bottom of this page (https://www.ftb.ca.gov/forms/misc/3556.html), it says that "It has filed or states it will file a timely final annual LLC tax return." 

 

Can anyone confirm whether form 568 needs to be filed?