Cut the preserved lemons in half and remove the seeds. Squeeze the juice into a medium bowl. Add the yogurt, dill, mustard and vinegar and mix to combine.
Mix the escarole, artichokes, beans, pecorino and some salt and pepper in a bowl. Add some of the dressing and toss to combine. Serve with the remaining dressing on the side.