Yes. I think it's better to put it from the basic word "damai". before it's added either with prefixes and suffixes.
The word "damai" is the same as saying "peace", when it is all alone.
I think damai can both means noun or adjective.
For example:
as noun: Ketika kami berangkat dari lapangan udara, Amerika sedang damai. (when we took off from the airfield, America was at peace)
as adjective: surabaya adalah kota yang damai di indonesia. (surabaya is a peaceful city in Indonesia)
in bahasa indonesia, everything comes from a basic word. from that basic word, you can change it to verb, noun, adj, or adverb by adding a suffix or prefix.
damai (n)
perdamaian (n)
didamaikan (v) passive
berdamai (v)
mendamaikan (v)
mem·per·da·mai·kan (v) : to make it peaceful.
pendamai (n) : someone who make something peaceful.
kedamaian (n): the feeling of peace