Stage II of production begins where the $APP_{Labour}$ begins to decline:
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Remember the classic transition point: the boundary between Stage I and Stage II occurs where $APP$ is maximized, which means $MPP = APP$. Beyond this point, both $APP$ and $MPP$ decline.