Philip, like Andrew and Peter, was from the town of Bethsaida. –John 1:44
Note that the verse says “from” Bethsaida. When these men began to follow Jesus, they were living in Capernaum. But they had probably learned their trade in Bethsaida, another ancient fishing village on the Sea of Galilee.