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Absolute primary thermometry enables direct temperature measurement from first principles without calibration, but existing methods are bulky and unsuitable for microscale systems. Rare-earth-doped nanocrystals offer a promising alternative, as thermally coupled Stark sublevels follow Boltzmann statistics, enabling intrinsic temperature readout with possible nanoscale resolution. Here, we demonstrate two independent experimental strategies for absolute thermometry using Er3+-doped upconverting nanoparticles. Both methods rely on luminescence intensity ratios (LIR) between Stark-resolved transitions in the 4S3/2 and 4I13/2 manifolds. The first approach uses the high-temperature asymptotic regime to extract radiative prefactors, while the second identifies the inflection point of the LIR response, determined solely by the Stark energy splitting. Both strategies eliminate the need for external calibration. The results achieve sub-kelvin uncertainty, establishing a practical route toward nanoscale primary thermometry for probing heat transport in complex environments.
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