Robbery -- "The" vs. "A"

Was it THE Haslett convenience store? Or A Haslett convenience store?

I'd say the latter. It probably isn't the only store in town, right?

Is it THE robber, or A robber, in first reference?

Same thing. The robber probably isn't the only one to ever rob anything.