In COBOL, a Clause is the lowest-level syntactic unit that specifies attributes or characteristics of an entry. Clauses consist of words and characters that define properties like data types, picture clauses, or usage clauses. They are not complete statements (terminated by periods) but rather descriptive elements within entries.