diff --git a/cpp/src/sampling/detail/sampling_utils_impl.cuh b/cpp/src/sampling/detail/sampling_utils_impl.cuh
index 35a67d842cc..990eedcd733 100644
--- a/cpp/src/sampling/detail/sampling_utils_impl.cuh
+++ b/cpp/src/sampling/detail/sampling_utils_impl.cuh
@@ -528,7 +528,7 @@ gather_local_edges(
           edge_index_first[index] = g_dst_index - g_degree_offset + glbl_adj_list_offsets[location];
           if (weights != nullptr) {
             weight_t const* edge_weights = *(partitions[partition_id].weights()) + sparse_offset;
-            weights[index]               = edge_weights[g_dst_index];
+            weights[index]               = edge_weights[g_dst_index - g_degree_offset];
           }
         } else {
           minors[index] = invalid_vertex_id;