The story of doctors worshiping Jesus took place in Jerusalem, telling the story of three doctors from the East and the West who went to Jerusalem to worship Jesus. However, the distance in this story is not the actual distance, but a symbolic metaphor.
In Christian teachings, "doctor" is usually interpreted as "wise man", while "pilgrimage" refers to the worship and worship of sacred and lofty things.