Neighboring convergents are reduced and differ by the reciprocal of a product of denominators. A small computation will anchor the general statement before the abstraction takes over.
Definitions first
A continued fraction \([a_0;a_1,a_2,\ldots]\) produces convergents \(p_n/q_n\) with exceptional rational approximation. Quadratic irrationals are exactly the eventually periodic cases.
The first display fixes the mathematical data. I label it \(\mathsf{data}\) mentally, while the next is the \(\mathsf{claim}\); the bridge between them is the displayed \(\Longrightarrow\), not an automatic implication.
A small case in full
Here is a concrete symbolic test. Reading it from left to right reveals which transformation is reversible and which is only an implication.
The reusable statement
What survives the example is not its particular numbers but the relation encoded by the two rows below. That relation is the part worth transporting to a new setting.
A nearby false statement
Good approximation does not mean arbitrary denominator. The convergents are special because their determinants alternate between plus and minus one.
With the dependency made explicit, the same pattern can be recognised safely in nearby problems. A changed hypothesis should now be easy to spot.