This panel discussion is presented jointly with Lizzy Jongma, Joop Vanderheiden and Ioanna Lytra and takes a deep dive into the fascinating world of historical and archaeological documentation and explores the information sources and research methodologies available to those who are seeking to gain a richer understanding of Semantic A.I. and connect knowledge sources in a meaningful way.