Unit Distance structure of Hoffman Singleton graph

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This question has been bugging me since last 3 years.

Prove or disprove that Hoffman Singleton is an unit distance graph in $\mathbb R^2$. For those who are new to unit distance graphs, A graph is said to be unit distance if all its edges are unit length long.

This question just needs good visualization skills and can be even solved by a clever undergrad. Still, it eludes me.