Do pearls melt in vinegar?

Yes, a pearl is made of mostly calcium carbonate, which can react with a weak acid. Vinegar is a weak acid (acetic acid) which dissolves the calcium carbonate in the pearl and converts it into calcium, water and carbon dioxide.