Heat oil to a large pot over medium heat. Add sausage and turkey and cook, stirring occasionally, until meat browns. Add onion to pot and cook until just tender. Add the celery and continue cooking until celery softens.
Add rest of ingredients except beans; simmmer for 20 minutes.