Combine first 7 ingredients in food processor, and process 1 minute or until finely chopped, scraping the sides of bowl once.
Heat the oil in a large nonstick skillet over medium heat. Add the shallot mixture; cook 1 minute. Add water; bring to a boil over medium-high heat, and cook 8 minutes. Add chicken and next 7 ingredients; cook 5 minutes, stirring occasionally. Add the spinach, and cook 5 minutes, stirring occasionally. Serve over rice; sprinkle with fresh cilantro.