Let $G$ be a connected spanning subgraph of $K_{s,s}$ and let $H$ be the complement of $G$ relative to $K_{s,s}$. The graph $G$ is $k$-supercritical relative to $K_{s,s}$ if $gamma_t(G)=k$ and $gamma_t(G+e)=k-2$ for all $ein E(H)$. The 2002 paper by T.W. Haynes, M. A. Henning and L.C. van der Merwe, ``Total domination supercritical graphs with respect to relative complements" that appeared in Discrete Mathematics, 258 (2002), 361-371, presents a theorem (Theorem 11) to produce $(2k + 2)$-supercritical graphs relative to $K_{2k+1, 2k+1}$ of diameter $5$, for each $kgeq 2$. However, the families of graphs in their proof are not the case. We present a correction of this theorem.