Bring the water to a boil in a small saucepan. Add corn; cover, reduce heat, and simmer 5 minutes. Drain.
Combine mustard, syrup, vinegar, and celery salt in a medium bowl, stirring with a whisk. Add onion and bell pepper, stirring to coat. Stir in corn. Let stand at least 30 minutes before serving.