Inverse of a matrix which is difference of a singular matrix with a small diagonal matrix?

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If $A$ is a real symmetric singular matrix (similar to a Laplacian matrix, which comes from $M^{T}GM$, where M is incidence matrix and G is a diagonal matrix).

G has large values compared to $B$, which is a diagonal matrix.

then the inverse of $A-B$ is coming to be $k$ times $Q$, where $k$ is a scalar which is the reciprocal of the sum of elements of $B$, and $Q$ is a matrix with all elements approximately $1$. How to prove it mathematically?

i.e. $(M^{T}GM-B)^{-1}= k.\pmatrix{1+e1 &1+e2&1+e3\\1+e4 &1+e5&1+e6\\1+e7 &1+e8&1+e9}$,

where e1...e9 are very small.

$k= \frac{1}{\sum B}$