There are many different categories and subcategories in parsing sentences. For example, the first sentence of the Gettysburg address -- which we all know by heart, and which seems pretty straightforward, has a fairly elaborate syntactic structure.

To parse while reading, means the reader is keeping track of who did something, what they did, whom they did it to, and when, where, why and how they did it.