In a large pot or Dutch oven, brown the chicken thighs over medium-high heat.
Add the carrots, potatoes, and celery to the pot. Stir to combine.
Pour in the chicken broth, thyme, salt, and pepper. Bring to a boil, then reduce heat to low, cover, and simmer for 45 minutes, or until the chicken is cooked through and the vegetables are tender.