Show that transitive tournaments are worst-case instances for query complexity
Prove that, among all tournaments on n vertices, the worst-case number of k-wise oracle queries needed by the BlitzRank algorithm (Algorithm 1) to identify the top-m items is achieved when the underlying tournament is transitive, thereby extending the transitive-case query complexity bounds to general tournaments.
References
We conjecture that transitive tournaments are worst-case instances for query complexity, so these bounds extend to the general case. A formal proof of this reduction remains open.
— BLITZRANK: Principled Zero-shot Ranking Agents with Tournament Graphs
(2602.05448 - Agrawal et al., 5 Feb 2026) in Appendix, Section Query Complexity Discussion, Subsection Non-Transitive Case