Five years have passed since my father died.

Literal

Father [subject-が] died [since-てから] five-years's time [subject-が] passed.

~てから marks the starting point of the elapsed time. 歳月 ('years/time') is a literary word — literally 'years and months.' 経った means 'passed.'