This work presents the crystal structure determination of two elusive polymorphs of furazidin, an antibacterial agent, employing a combination of crystal structure prediction (CSP) calculations and an NMR crystallography approach. Two previously uncharacterized neat crystal forms, one of which has two symmetry-independent molecules (form I), whereas the other one is a Z 0 = 1 polymorph (form II), crystallize in P2 1 /c and P1 space groups, respectively, and both are built by different conformers, displaying different intermolecular interactions. It is demonstrated that the usage of either CSP or NMR crystallography alone is insufficient to successfully elucidate the abovementioned crystal structures, especially in the case of the Z 0 = 2 polymorph. In addition, cases of serendipitous agreement in terms of 1 H or 13 C NMR data obtained for the CSP-generated crystal structures different from the ones observed in the laboratory (false-positive matches) are analyzed and described. While for the majority of analyzed crystal structures the obtained agreement with the NMR experiment is indicative of some structural features in common with the experimental structure, the mentioned serendipity observed in exceptional cases points to the necessity of caution when using an NMR crystallography approach in crystal structure determination. research papers Acta Cryst. (2020). B76, 322-335 Marta K. Dudek et al. Two furazidin polymorphs 323 research papers Acta Cryst. (2020). B76, 322-335 Marta K. Dudek et al. Two furazidin polymorphs 331 Figure 10Hydrogen-bonding pattern in the experimental crystal structure of form I (a) and in the third-lowest-energy crystal structure (b), built by the same conformers as the experimental structure; hydrogen bonds are marked with dotted green lines.