In order to study the failure of disordered materials, the ensemble evoluti
on of a nonlinear chain model was examined by using a stochastic slice samp
ling method. The following results were obtained. (1) Sample-specific behav
ior, i.e. evolutions are different from sample to sample in some cases unde
r the same macroscopic conditions, is observed for various load-sharing rul
es except in the globally mean field theory. The evolution according to the
cluster load-sharing rule, which reflects the interaction between broken c
lusters, cannot be predicted by a simple criterion from the initial damage
pattern and even then is most complicated. (2) A binary failure probability
, its transitional region, where globally stable (GS) modes and evolution-i
nduced catastrophic (EIC) modes coexist, and the corresponding scaling laws
are fundamental to the failure. There is a sensitive zone in the vicinity
of the boundary between the GS and EIC regions in phase space, where a slig
ht stochastic increment in damage can trigger a radical transition from GS
to EIC. (3) The distribution of strength is obtained from the binary failur
e probability. This, like sample-specificity, originates from a trans-scale
sensitivity linking meso-scopic and macroscopic phenomena. (4) Strong fluc
tuations in stress distribution different from that of GS modes may be assu
med as a precursor of evolution-induced catastrophe (EIC).