The Gutman index (also known as Schultz index of the second kind) of a graph G\documentclass[12pt]{minimal}
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\begin{document}$$G$$\end{document} is defined as Gut(G)=∑u,v∈V(G)d(u)d(v)d(u,v)\documentclass[12pt]{minimal}
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\begin{document}$$Gut(G)=\sum \nolimits _{u,v\in V(G)}d(u)d(v)d(u, v)$$\end{document}. A graph G\documentclass[12pt]{minimal}
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\begin{document}$$G$$\end{document} is called a cactus if each block of G\documentclass[12pt]{minimal}
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\begin{document}$$G$$\end{document} is either an edge or a cycle. Denote by C(n,k)\documentclass[12pt]{minimal}
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\begin{document}$$\mathcal {C}(n, k)$$\end{document} the set of connected cacti possessing n\documentclass[12pt]{minimal}
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\begin{document}$$n$$\end{document} vertices and k\documentclass[12pt]{minimal}
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\begin{document}$$k$$\end{document} cycles. In this paper, we give the first three smallest Gutman indices among graphs in C(n,k)\documentclass[12pt]{minimal}
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\begin{document}$$\mathcal {C}(n, k)$$\end{document}, the corresponding extremal graphs are characterized as well.