use the centroid coordinates as centroids and cluster the rest of the locations around them as per the nearest one.
Centroid <- data.frame (longitude =c( -1.482880, -1.485735),
latitude = c( 54.89935, 54.89935),
ID = c(1,2,3,4,5))
Locations <- data.frame(longitude = c(-1.482156, -1.482318, -1.482129, -1.484275, -1.485866),
latitude= c(54.90083, 54.90078, 54.90077, 54.90011, 54.89936),
ID = c(A,B,C,D,E))