How do you know if a probability is significantly high or significantly low?

A data set provides statistical significance when the p-value is sufficiently small. When the p-value is large, then the results in the data are explainable by chance alone, and the data are deemed consistent with (while not proving) the null hypothesis.

Hmmm i had this before , give me a sec