I don't know if we can push him, but as destiny players we sure as hell will try.
Edit**
Just joined a game where they tried to push phogoth
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You need to float up and land on his head, then with all 3 of you on him he sinks into the summoning pit! You only need warlocks so hunters and titans are useless! Get recruiting!