I think this is a nice image to describe the anatomy of a mushroom (Source):
When photographing, it is good to capture:
If you want to go the extra mile, you can also take a spore print! The color of the spore print is an important diagnostic character.
And, another mile, with a microscope you can photograph the spores at high magnification. The shape and size of the spores is another diagnostic character.