We introduce a Markovian model describing the paths that pin an elasti
c interface moving in a two-dimensional disordered medium. The scaling
properties of these ''elastic pinning paths'' (EPP) are those of a pi
nned interface belonging to the universality class of the Edwards-Wilk
inson equation with quenched disorder. We find that the EPP are differ
ent from paths embedded on a directed percolation cluster, which are k
nown to pin the interface of the ''directed percolation depinning'' cl
ass of surface growth models. The EPP are characterized by a roughness
exponent alpha = 1.25, intermediate between that of the free inertial
process (alpha = 3/2) and the diode-resistor problem on a Cayley tree
(alpha = I). We also calculate numerically the mean cluster size and
the cluster size distribution for the EPP.