The name Delphia is primarily a female name of Greek origin that means From The City Of Delphi; Brother.
Variation on the name Delphina, meaning a person from the city of Delphi, Greece. It could also be a contraction of the place name Philadelphia, where the -delphia component is from the Greek word "adelphos" meaning brother.