Start by pre-cooking the yellow split peas. Add them to a sauce pan and cover them with plenty of water. Then wash them by moving them around with your hand. Drain the starchy water and repeat this step until the water runs almost clear. Then cover them once more with plenty of water, bring to a boil and simmer for 20 minutes until slightly softened but still retaining a bite. Drain and set aside.
Peel and roughly chop the onion and sauté it with a bit of oil in a large casserole until golden around the edges. In the meantime, peel and finely chop the garlic. Add the saffron to a pestle and mortar with a pinch of salt, grind it into a fine powder and set aside (If you’re also making the saffron rice below, make a little extra ground saffron). When the onion begins to turn golden, add the garlic to the casserole along with 2 tsp salt and cook until the onions are deep golden and the garlic is aromatic. Stir in the turmeric, cinnamon and black pepper and let it cook for 30 seconds, then add the tomato purée and chopped tomatoes. Squeeze the dried limes with the palm of your hand on a hard surface to break them open, then add to the casserole as well along with the split peas, the ground saffron and 500 ml water. Then bring everything to a boil and simmer covered with a lid for 30 minutes, stirring every now and then.
Continue with the aubergines. Traditionally, all of them are peeled to remove some of the bitter flavours, but I prefer to leave some of the skin on for its dietary fibre. It’s up to you. Cut them in half crosswise and then each half again in half lengthwise so that you end up with 4 chunky pieces per aubergine. Season the cut side generously with salt, then heat some of the olive oil in a frying pan and fry the aubergine pieces, cut side down, until golden brown. They soak up a lot of oil, so add a little more if you notice the pan running dry. Flip them around and fry for another few minutes on the other side, then transfer to a plate lined with kitchen paper to drain off any excess oil. If you are worried about the quantity of oil you can also bake them in the oven at 220 for around 45 minutes or until golden.
When the 30 minutes are up, add the aubergines to the casserole by gently pressing them into the stew without breaking them apart. Simmer for another 20 minutes, leaving the lid ajar this time, until the peas are soft.
Finely chop the parsley, divide the stew over serving plates and sprinkle the parsley and top. Then serve the stew alongside plain steamed rice or the Saffron Rice below.