Lol the same thing happened to me the first time I tried it.
I went to the assigned area, chatted with the quest NPC, then I wanted to just murder all the hostiles in the area, so I went to find a good sniping spot... and then the quest failed because I left the area. RIP that NPC, RIP Phantom Liberty.