Place chicken, water, 1 tsp salt, ½ tsp pepper, celery, onion, and bay leaf in a large Dutch oven. Bring to a boil.
Cover, reduce heat, and simmer 1 hour until chicken is tender.
Remove chicken and let cool. Discard vegetables and bay leaf. When cool enough to handle, remove skin and bones, and cut meat into bite-sized pieces.