Answer: The large black ants may be carpenter ants so further inspection is highly recommended. They can nest in dead wood so you may find colonies beneath the bark, tunnelling through the wood in the trunk or limbs of your tree.
Here's a publication from Michigan State University to help you identify the ants and some suggestions on control:
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