Table is the top-7 similar concepts against the [METAL]-centered four coordinate geometry. CLICS encodes "three" and "five" coordinates similarly to "four" coordinate, and "distorted rectangular see saw like", "distorted see saw like", and "distorted square co planar" geometries are also similar to "four coordinate" geometry. In fact, these geometries have four coordinates. Note that just the "tetragonal" and "see saw like", and "square co planar" geometries are not in the top-7. They have four coordinate, but also have higher symmetries, which are not endowed for the geometric concepts appeared in Table . The concepts that CLICS has learned depends on the dataset and the rules that generated the dataset. The symmetries of local atomic environments come from the order parameter . Compared to the results from CLICS, the result from MatSciBERT , which is also used for initialization of CLICS, ranked almost randomly numbered coordinate geometries with with high, almost the same scores.