Baked Huevos Rancheros

Name: Baked Huevos Rancheros
Ingredients: 1/4 cup extra-virgin olive oil; 1 small onion, finely chopped; 1/2 small green bell pepper, finely diced; 1 jalapeño, seeded and minced; 1 garlic clove, minced; 1/2 teaspoon dried oregano, crumbled; Salt and freshly ground pepper; One 15-ounce can tomato sauce; 1/4 cup water; 3 cups tortilla chips; 8 large eggs; 3/4 cup shredded Monterey Jack; Chopped cilantro, for garnish