A graded ideal I in K[x1,…,xn]\documentclass[12pt]{minimal}
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\begin{document}$$\mathbb {K}[x_1,\ldots ,x_n]$$\end{document}, where K\documentclass[12pt]{minimal}
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\begin{document}$$\mathbb {K}$$\end{document} is a field, is said to have almost maximal finite index if its minimal free resolution is linear up to the homological degree pd(I)-2\documentclass[12pt]{minimal}
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\begin{document}$$\mathrm {pd}(I)-2$$\end{document}, while it is not linear at the homological degree pd(I)-1\documentclass[12pt]{minimal}
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\begin{document}$$\mathrm {pd}(I)-1$$\end{document}, where pd(I)\documentclass[12pt]{minimal}
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\begin{document}$$\mathrm {pd}(I)$$\end{document} denotes the projective dimension of I. In this paper, we classify the graphs whose edge ideals have this property. This in particular shows that for edge ideals the property of having almost maximal finite index does not depend on the characteristic of K\documentclass[12pt]{minimal}
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\begin{document}$$\mathbb {K}$$\end{document}. We also compute the nonlinear Betti numbers of these ideals. Finally, we show that for the edge ideal I of a graph G with almost maximal finite index, the ideal Is\documentclass[12pt]{minimal}
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\begin{document}$$I^s$$\end{document} has a linear resolution for s≥2\documentclass[12pt]{minimal}
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\begin{document}$$s\ge 2$$\end{document} if and only if the complementary graph G¯\documentclass[12pt]{minimal}
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\begin{document}$$\bar{G}$$\end{document} does not contain induced cycles of length 4.