For a graph G, the ℓ-deck of G is the multiset of induced subgraphs on G having ℓ vertices. Recently, Groenland et al. proved that any tree can be reconstructed from its (8/9 + o(1))n-deck. For the particular case of caterpillar graphs, we show that the (1/2+o(1))n-deck suffices, which is asymptotically tight.