Tea, generally, is a beverage made by steeping the dried leaves of the camellia sinensis plant in hot water.
Coffee is a brewed beverage made from roasted coffee beans, which are the seeds of the coffea plant.
Lemon black tea is a beverage made by adding lemon (either juice or slices) to a brewed cup of black tea.
"hot milk" simply refers to milk that has been heated.