One way to see this is to manually calculate the solution of these three equations. I can use the coefficient matrix to determine if any solutions exist.

For this equation to have a solution it be true that the first matrix (call it ) has an inverse . Since then:

But if does not exist then there is no solution. So when doesn't exist? having a determinant equal to zero would do it. And if this case the determinant does equal zero.