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ref
Middle English: frequentative (verb) or diminutive (noun) of spark1.
etymonline
ref
sparkling (adj.)
early 13c., present-participle adjective from sparkle (v.). Of eyes and wines from early 15c.; of conversation from 1640s. Related: Sparklingly.