Supervised Similarity for Firm Linkages. - Ryan Samson; Adrian Banner; Luca Candelori; Sebastien Cottrell; Tiziana Di Matteo; Paul Duchnowski; Vahagn Kirakosyan; Jose Marques; Kharen Musaelian; Stefano Pasquali; Ryan Stever; Dario Villani (CoRR, 2025)