Heat olive oil in a large pot over medium heat. Add onions, carrots, celery, and mushrooms. Once coated in the olive oil, add the spices and stir. Cook through until onions are translucent and carrots and celery are nearly cooked through. All the residual moisture from the mushrooms should be cooked out by this point.