New Orleans Red Beans

1 lb dry red beans
2 qt water
11/2 C onion, chopped
1 C celery, chopped
4 bay leaves
1 C green peppers, chopped
3 Tbsp garlic, chopped
3 Tbsp parsley, chopped
2 tsp dried thyme, crushed
1 tsp salt
1 tsp black pepper