The goal of this paper is to show the existence (using probabilistic tools) of configurations of lines, boxes, and points with certain interesting combinatorial properties.(i) First, we construct a family of n lines in R 3 whose intersection graph is triangle-free of chromatic number Ω(n 1/15 ). This improves the previously best known bound Ω(log log n) by Norin, and is also the first construction of a triangle-free intersection graph of simple geometric objects with polynomial chromatic number.(ii) Furthermore, we construct a set of n points P and a family of n axis-parallel boxes B in R d such that the incidence graph of (P, B) is K 2,2 -free of average degree at least (log n) d−1−o(1) . This also provides an n-vertex graph of separation dimension 2d and average degree (log n) d−1−o(1) . The former answers a question of Basit, Chernikov, Starchenko, Tao, and Tran, while the latter addresses a problem of Alon, Basavaraju, Chandran, Mathew, and Rajendraprasad.(iii) Finally, we construct a set of n points in R d , whose Delaunay graph with respect to axis-parallel boxes has independence number at most n • (log n) −(d−1)/2+o(1) . This extends the planar case considered by Chen, Pach, Szegedy, and Tardos.