What does annabeth chase mean? March 26, 2017 All Dictionary annabeth chase meaning in Urban Dictionary the epic character through the percy jackson series. shes madly deeply in love with Percy (boy of Poseidon). this woman is daughter of athena. bookworm and it has numerous great ideas in architecture. We love you annabeth!!!