No. To determine the genetic relationship (if any) between two individuals requires molecular evidence based on genetic markers in their somatic DNA. Using phenotypes _could_ be misleading because a genetic marker (an allele) can have variable penetrance (the percentage of carriers who actually have the phenotype) _and_ variable expressivity (the severity or degree of the phenotype). Some of this variability can come from gene-environment interactions, and some could come from epigenetic effects (ie non-heritable).