Prophase I is the longest phase of meiosis because it includes complex processes like chromosome condensation, synapsis, and crossing over across its five substages (leptotene, zygotene, pachytene, diplotene, diakinesis). This can take days or even weeks depending on the organism, while other phases are much shorter.