Representatives in Disjoint Set Union

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The goal is to efficiently obtain representatives of every set. Obtaining the root as representative is better since it gives more information about the set; nodes are often augmented with properties of their subtrees.

For example, given the sequence of operations

make_set(1)
make_set(2)
make_set(3)
union_sets(2,3)

resulting dsu

we want to efficiently obtain the parents <1, 2>.

A possible solution:

s = empty set
for (every node v):
  s.insert(find_parent(v))

There are n nodes, finding parent has constant amortized runtime, inserting into a set Theta(log n). The worst-case time is Theta(n log n). How could this solution be improved?

If disjoint-set union is ill-suited for this purpose, is there a better approach?

Edit: Matt Timmermans pointed out that finding parent takes constant amortized time. And that using the constant time

is_root(v):
  return v == parent[v]

we can also obtain Theta(n log n) worst-case time. Nonetheless, is there an augmentation that would allow for better runtime?

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