Make Chicken and Broth first. Combine chicken, celery, onion, parsley, thyme, bay leaves, salt, and pepper in a large pot. Add water to cover and bring to a boil. Reduce heat and simmer 45 minutes. Remove chicken and let cool. Discard skin and remove chicken, shredding it into bite-sized pieces. Strain broth and reserve 4 cups.