Reduplicating a noun like
珠珠,
球球,
包包 makes it sound smaller and more affectionate — a feature of baby talk and casual speech. As a name,
珠珠 is a common
小名 (xiǎomíng, childhood nickname) for a girl, similar to using 'little pearl' as a pet name in English.
