/No FLOCK stopping condition was reached when all populations were evaluated at K=2. We removed all 97 sample populations with less than 80% of horses allocated to a single population cluster and repeated the analysis with the remaining 63 sample populations. The repeat produced again no stopping condition. Stepwise increasing K to K=6 did not result in any stopping condition. This indicates no geographic clustering.