Eve and Late afternoon

Eve noun - The time from when the sun begins to set to the onset of total darkness.

Late afternoon and eve are semantically related in evening topic. In some cases you can use "Late afternoon" instead a noun "Eve".

Eve and late afternoon are semantically related in evening topic. You can use "Eve" instead a noun phrase "Late afternoon", if it concerns topics such as latter part of a day.