Derive this dictionary instead of memorizing it. Solve the second resource equation for x, then substitute into the first equation and the objective. The coefficient of y in the new objective is only one half. Why not two? Because increasing y forces some x out. The dictionary measures the net contribution after that feasible exchange, not the standalone contribution of y.
