Cook the cannellini beans.
Thinly slice the fennel and place in a bowl with the brown sugar and the lemon juice. Allow to marinate for 20 minutes.
Bring a small saucepan of water to the boil. Add the eggs and cook for 4 minutes. Allow to cool under cold running water, then peel and chop into quarters.