Combine first 6 ingredients in a large bowl. Stir in peas and celery. Cover and chill 2 hours. Stir in cilantro. Spoon pea mixture over cabbage, and sprinkle with green onions.
*Tiger sauce, a hot-pepper accompaniment made in New Orleans, is available in the condiment section at many supermarkets.