What about monatomic hydrogen? The bond energy of $H_2$ is 436 kJ/mol, but a mol is only 2g, so you have about 218 MJ/kg of available energy. If you could get 100% of that into axial kinetic energy of the $H_2$ that would be an exhaust velocity of around $20 km/s$ for an $I_{sp}$ around 2000s. Some would inevitably be lost as waste heat, through thermal dissociation of the $H_2$ and as lateral KE, but four figures might still be within reach.
Of course it can only be stored for short periods as an extremely diffuse ultra-cold gas in a magnetic field, and I certainly would not like to try and pump it, but the question did specify no practical considerations.
A few years ago there were a number of presentations and articles around the idea that if metallic hydrogen is metastable, it could be a very powerful fuel (definitely four figure $I_{sp}$). That said, while there were some very hand-wavy arguments from physical principles and some obscure hints from experiments, there is no actual evidence that I know of that metallic hydrogen is metastable.
Of course if you had very strong tanks available, you could just store it under pressure to keep it stable.