From section 3.8 of the JPA spec:

The persistence provider must apply any conversion methods to instances of attribute values in path expressions used within Java Persistence query language queries or criteria queries (such as in comparisons, bulk updates, etc.) before sending them to the database for the query execution. When such converted attributes are used in comparison operations with literals or parameters, the value of the literal or parameter to which they are compared must also be converted.