In this work, we put forth a philosophical treatise on a novel paradigm for intangible, on-demand, and power-free aerial communication relaying, for which we coin the term "phantom network." The proposed phantom network aims to temporarily bridge communication gaps between two or more out-of-range communicating devices or infrastructures using aerial nanonodes suspended in atomized aqueous mists. This proposed on-demand shoot-and-scoot communication enabler is of particular interest to scenarios where there is a need for rapid deployment of temporary communication or relaying infrastructures for enabling higher data volume communication networks, primarily associated with military operations. As the conceptualized aerial network is primarily aqueous, its coverage and lifetime are highly dependent on ensuing atmospheric conditions in the deployment area. The possible future use of this proposed paradigm includes establishing temporary infrastructure-free networks during disaster management and battlefield communications. We discuss the design and implementation challenges posed by the intended on-demand aerial nano-network-based communication relaying paradigm, its application horizon, and scope for future work.