The girth of a graph is the length of its smallest cycle.
For $m \ge n \ge 3$, let $g(n,m)$ denote the maximal girth over all graphs with $n$ vertices and $m$ edges.
Is it true that if $m > c n $ and $c > 1$, then the girth is $O( \log n)$? (I.e. is there a constant $C$ which depends on $c$ but not on $n$ such that $g(n,m) < Cn$?)
Here is a sketch of a proof if $m > cn$ and $c > 2$. Such a graph has average degree $$d = 2m/n > 4.$$ Than a standard fact in graph theory (e.g. by repeatedly deleting vertices of small degree) gives that there is a subgraph $H$ with minimum degree $\delta [H] \ge d/2 > 2$. Since $\delta$ is an integer, $\delta [H] \ge 3$. Now consider a vertex $v \in H$ as a root, consider neighbors of $v$ and their neighbors, etc. Until there is a cycle, every vertex at distance $d$ from $v$ has at least two neighbors at distance $d+1$. So the number of vertices doubles at each step, and the diameter is at most $\log_2 n$. The girth is at most $2 \log_2 n + 1$.