In a large saucepan, heat oil over medium heat. Add onion, jalapeno, and garlic. Cook 1-2 minutes until fragrant.
Add turkey and brown until cooked through.
Add chili powder, cumin, cayenne pepper, cinnamon, cloves and salt, and stir, cooking a few minutes.
Add maple syrup, diced tomatoes, chicken broth, pumpkin puree, and black beans and stir until combined. Bring to a boil, reduce heat to low, cover and simmer 45 minutes. Serve topped with cheddar cheese and a side of corn bread if desired.