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What is the punch line of this English joke?

I don't understand.

Why do vegetables always invite mushrooms to their parties?

Why do vegetables always invite mushrooms to parties?

Because he is such a ... fungus!

Because he is such a ... fungus!

Why does he always leave the party early?

Why does he always leave the party early?

Because there are never mushrooms!

Because there are never mushrooms!