Simulations and empirical studies suggest that incorporating a discontinuous jump process in asset pricing models improve volatility forecasting, pricing of instruments, and hedging positions in a portfolio. In this work we analyze high frequency market data of Colombian sovereign bonds in order to study the presence or absence of discontinuities in the price generating process