Thanks Ankush for suggestions.
@Eddie,
What if you keep contact formulation as program controlled and see averaged/unaveraged stresses at this location. looks like a very local stress though.
It will be great if you could share more details about loads/boundary conditions to get more clarity for how load is transferred till this part.