It is separated from Pennsylvania along its southwest boundary by the Delaware River .
Sullivan County is in the southern part of New York State , southeast of Binghamton and southwest of Albany .
Sullivan County is separated from Pennsylvania along Sullivan County 's southwest boundary by the Delaware River .
Sullivan County is in the southern part of New York State , southeast of Binghamton and southwest of Albany .