Preheat the oven to 180C/350F/gas 4. Wash the potatoes and scrub if they need it, chop larger ones in half. Put them into a casserole dish with a lid, about 20cm, add the garlic cloves, peppercorns, sprinkle over the salt and tuck the lemon slices and thyme sprigs in between the potatoes. Pour over the oil, there should be enough to almost, but not completely, cover them.