There is a $95\%$ chance the true population parameter lies within this specific calculated interval.

If we were to repeat the sampling process many times, $95\%$ of the calculated intervals would contain the true population parameter.

$95\%$ of the data points in our sample lie within this interval.

The population mean has a $95\%$ probability of being in this range.