“…In ( 40) each term has a clear physical interpretation: λ 1 , in (41), is the geometric -viz. related to the connectivity of the graph G -entropy of a random walk on a graph with nodes and links contributions, akin to the entropy of a free particle; λ 2 , in (42), is the entropy due to the dynamics, encoded in the transition matrix; λ 3 , in ( 43), is the tilting potential necessary to drive the system towards a fluctuation of the pair empirical occupation measure; finally, λ 4 in ( 44), enforces the normalisation and Kirchhoff-law (global balance). We can calculate the leading order in n of (39) via a saddle-point approximation, arriving at…”