Hypergeometric formulas for the Rogers-Ramanujan identities?
Solution 1:
Let $$\begin{align} g(\tau) &= q^{-1/60} G(q) \\ h(\tau) &= q^{11/60} H(q) \end{align}$$
First of all, the equalities between the hypergeometric $j$ and $k$ expressions follow from the eulerian transformation $${}_2F_1(a,b;c;z) = (1-z)^{-b}\,{}_2F_1\left(c-a,b;c;\frac{z}{z-1}\right)$$ Therefore it suffices to prove the identities between $g$ resp. $h$ and the corresponding hypergeometric $j$ expressions. I will translate those to more familiar identities.
We will use the Rogers-Ramanujan continued fraction (RRCF), $$\rho(\tau) = \frac{h(\tau)}{g(\tau)} = q^{1/5}\frac{H(q)}{G(q)}$$ Formula $(22)$ from the above MathWorld entry on RRCF essentially states that $$\frac{1}{\rho^{5}} - 11 - \rho^5 = \frac{1}{g^6\,h^6}$$ (Use the product representation of $g$ and $h$ to identify the right-hand side). From this, we can easily deduce $$\begin{align} g &= \frac{1} {\left(\rho - 11\,\rho^6 - \rho^{11}\right)^{1/12}} \\ h &= \frac{\rho} {\left(\rho - 11\,\rho^6 - \rho^{11}\right)^{1/12}} \end{align}$$ assuming that the arguments to the radicals are small positive reals, which should follow from the restrictions you have placed on $\tau$.
Furthermore, formula $(46)$ from the above Mathworld entry on RRCF gives the relation of $\rho$ with Klein's $j$: $$j = \frac {\left(1+228\,\rho^5+494\,\rho^{10}-228\,\rho^{15}+\rho^{20}\right)^3} {\left(\rho - 11\,\rho^6 - \rho^{11}\right)^5}$$ which allows us to write $$\begin{align} g\,j^{-1/60} &= \left(1+228\,\rho^5+494\,\rho^{10}-228\,\rho^{15}+\rho^{20}\right)^{-1/20} \\ h\,j^{11/60} &= \frac {\left(1+228\,\rho^5+494\,\rho^{10}-228\,\rho^{15}+\rho^{20}\right)^{11/20}} {1 - 11\,\rho^5 - \rho^{10}} \end{align}$$ again assuming that the arguments to the radicals are small positive reals.
I need a deus ex machina now, and Raimundas Vidūnas arXiv:0807.4808v1 comes to the rescue. His formulae $(59)$ and $(61)$ in section 6.3 ("icosahedral hypergeometric equations", p. 20) state precisely that $$\begin{align} {}_2F_1\left(\tfrac{19}{60},-\tfrac{1}{60};\tfrac{4}{5};\varphi_1(x)\right) &= \left(1-228\,x+494\,x^2+228\,x^3+x^4\right)^{-1/20} \\{}_2F_1\left(\tfrac{31}{60},\tfrac{11}{60};\tfrac{6}{5};\varphi_1(x)\right) &= \frac{\left(1-228\,x+494\,x^2+228\,x^3+x^4\right)^{11/20}} {1 + 11\,x - x^2} \\\text{where}\qquad \varphi_1(x) &= \frac{-1728\,x\,(1+11\,x-x^2)^5} {\left(1-228\,x+494\,x^2+228\,x^3+x^4\right)^3} \end{align}$$ And your conjecture follows from setting $x=-\rho^5$ which implies $\varphi_1(x) = \frac{1728}{j}$.
Summarizing, there is an algebraic relation between $j$ and $g$ resp. $h$, and the hypergeometric ${}_2F_1$ expressions are designed to solve those algebraic relations for $g\,j^{-1/60}$ resp. $h\,j^{11/60}$, given $j$.