The reason is that org.jboss.weld.ejb.spi.EjbDescriptor provides no unique identifier within an entire Java EE application.

ejb-name does not have to be unique - see also the EJB spec (ejb-jar.xml XSD):

The ejb-name element contains the name of an enterprise bean. The name must be unique within the ejb-jar file or .war file.