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We study the contact process on the long-range percolation cluster on (Formula presented.) where each edge (Formula presented.) is open with probability (Formula presented.) for (Formula presented.). Using a renormalization procedure, we apply the Peierls-type argument to prove that the contact process dies out if the transmission rate is lower than a critical threshold. Our methods involve the control of crossing probabilities for percolation on randomly-stretched lattices as in Hilário et al.