according to tradition , they founded tenochtitlan ( " village of the high priest tenoch " ) after some exploration while they saw on an island in lake texcoco the sign that their goddess huitzilopochtli had indicated - - an eagle perched on a cactus , eating a scorpion .
They saw an eagle perched on a cactus eating a serpent.