Take the water and seeds out of the tomatoes and dice the flesh.
Take the inside of the preserved lemon out and dice the rind.
Dice the celery and add all vegetables to a mixing bowl, including the capers.
Make a sauce in a separate bowl of the olive oil, lemon juice, salt and pepper. Add mixed sauce to the diced vegetables.