Few cases of large-scale segmental paralogy have been reported in the human genome. We have identified a large (approximately 500 kb) segment on human chromosome (HC) 21 (21q22) that is triplicated on HC 1 (1p35) and HC 6 (6p12-21). We also identified a new member of CLIC (Chloride Intracellular Channel) family on 21q, namely CLIC6. All three segments appear to include three functional members of three different gene families: DSCR1-like (Down Syndrome Candidate Region 1-like), CLIC, and AML/Runt (Acute Myeloid Leukemia/Runt). Molecular evolution analysis shows a common evolutionary origin for the triplicated regions. This finding of a further large-scale genomic triplication that went undetected at previously systematic automated searches provides a new model for gene divergence study and underlines the need for new tools to effectively detect inter-chromosomal similarity. An algorithm to overcome current limitations is proposed.