The statement that BEST describes the alliance systems in the years leading up to World War I is:
B. Pre-war alliances were made in secret and elevated diplomatic tensions within those governments.
This statement accurately reflects the nature of the alliances formed during this period, including the secretive nature of some agreements, which contributed to heightened tensions and distrust among European powers.