Answer
Those are rhizomorphs (which are specialized bundles of hyphae) of a fungus in the genus Armillaria, commonly called the shoe-string fungus. These rhizomorphs are one reason why the fungus can spread to new areas.
This week’s contest winner was Devin Corbin