Put oil and turkey in a large stock pot over medium-high heat.
Cook turkey completely, making sure turkey is in small pieces.
Add the celery, onion, tomatoes, and broth to the pot, stir, bring to a boil, then reduce heat to low.
Add the cabbage, cover pot and simmer slowly for about 15 to 20 minutes or until cabbage is tender.