I was getting interesting results until I noticed a pattern involving the presence of "Wayback machine" as the only connecting dot between really different things.

That adds noise, since articles now automatically use the wayback machine for "archived" links, thus generating many paths that do not really connect topics, just because the text "wayback machine" is part of the link text.

It may be an interesting exercise to find outliers like that and compute paths without those nodes.