How do I know if she's a lesbian?

I'm about to take this lady on a date, she's friend with this girl that dresses masculine and acts masculine too (yaani she gives the vibe of a stud). They are pretty close. But this lady I'm about to take on a date is giving me the vibe that she likes me. I'm so confused is she a lesbian or is she straight.