It is not generally possible to trisect a line segment in the hyperbolic plane.
There is a description of lengths in the hyperbolic plane that can be constructed with compass and straightedge. It begins with the field $E,$ which is the lengths (and their negatives) that are constructible in the ordinary plane. As you probably know, the main rule is that if $x \in E$ and $x > 0,$ we then have $\sqrt x \in E.$
The lengths constructible in the hyperbolic plane are those $x$ for which $e^x \in E,$ or $\sinh x \in E,$ or $\cosh x \in E,$ or $\tanh x \in E,$ these conditions being equivalent.
Probably easiest to see with the exponential function. We can construct the length $x$ that has $e^x = 2.$ About $x/3,$ we then have $e^{x/3} = \sqrt[3] 2,$ which is not in $E.$