Unfortunately I am not and expert mathematician nor a philosopher so I don't have the right words to phrase the concept, but the following example should be able to make the question clear:
Take the complex numbers. We can't impose an order relationship between them (>, <). But as we impose a new constrain by saying that $\sqrt{-1}$ doesn't exist, we find that we can now tell which number is bigger than another.
How can we rigorously explain what's going on?
EDIT: Second example concerning Achilles and the tortoise removed since multiple users pointed out that it contained numerous errors. Minor corrections.

Turning my comment above into an answer:
As Don Thousand commented above, narrower classes of objects have more guaranteed properties a priori. You're focusing on tameness properties, but it's also worth noting that we can get guaranteed pathologies this way too. For example, here are a couple ways in which adding a natural requirement to a starting class of structures can limit our ability to do algebra:
When we shift from the class of all fields (which includes both $\mathbb{R}$ and $\mathbb{C}$) to the class of ordered fields (which includes $\mathbb{R}$ but not $\mathbb{C}$), we are guaranteed to lose the ability to solve the equation $x^2+1=0$.
When we shift from the class of all rings (which includes both $\mathbb{Z}$ and $\mathbb{Q}$) to the class of discrete rings (which includes $\mathbb{Z}$ but not $\mathbb{Q}$), we are guaranteed to lose the ability to solve the equation $2x=1$.
More restrictions make things more decisive, but even very "nice" restrictions do not necessarily make things better.