In the dense metal-organic framework Na[Mn(HCOO)], Mn ions () occupy the nodes of a `trillium’ hyperkagome net. We show that this material exhibits a variety of behaviour characteristic of geometric frustration: the N'eel transition is suppressed well below the characteristic magnetic interaction strength; short-range magnetic order persists far above the N'eel temperature; and the magnetic susceptibility exhibits a pseudo-plateau at -saturation magnetisation. We demonstrate that a simple nearest-neighbour Heisenberg antiferromagnet model accounts quantitatively for each observation, and hence Na[Mn(HCOO)] is the first experimental realisation of this model on the trillium net. We develop a mapping between this trillium model and that on the two-dimensional Shastry-Sutherland lattice, and demonstrate how both link geometric frustration within the classical spin liquid regime to a strong magnetocaloric response at low fields.

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