I conjecture the following.
Given three rectangular matrices $A$, $B$ and $C$ such that the following two block matrices $ \begin{bmatrix} A & B \\ \end{bmatrix} $ and $ \begin{bmatrix} A \\ C \\ \end{bmatrix} $ are totally unimodular, the following matrix $\begin{bmatrix} A & B \\ C & 0 \\ \end{bmatrix} $ is totally unimodular.
Can you help me to prove it?