ALTER TABLE to add a composite primary key

I have a table called `provider`. I have three columns called `person`, `place`, `thing`. There can be duplicate persons, duplicate places, and duplicate things, but there can never be a dupicate person-place-thing combination. How would I ALTER TABLE to add a composite primary key for this table in MySQL with the these three columns?