Acids were first recognized as a class of substances that taste sour, for example lemon juice and vinegar are considered as acids because of their sour taste due to their contents of citric acid and acetic acid, respectively.Bases, sometimes called alkalis, are characterized by their bitter taste and slippery feel to the touch (e.g., soap).