"Some oil labeled “extra-virgin” is diluted with cheaper olive oils or other vegetable oils. In some cases, lampante, or “lamp oil,” which is made from spoiled olives fallen from trees, is used, even though it can't legally be sold as food. One fraud ring is accused of coloring low-grade soy oil and canola oil with industrial chlorophyll, and flavoring it with beta-carotene."
"The FDA doesn't routinely test imported olive oil for adulteration, and some products are difficult to test."
http://www.npr.org/templates/story/story.php?storyId=12571726
Those 3 oils have very different tastes/smells.. I can’t see how someone couldn’t tell the difference.