Merriam-Webster has quite a few definitions, including this one:

accumulated goods devoted to the production of other goods

and this one:

net worth : excess of assets over liabilities

So it seems to me that it's just a difference of personal opinion, since both definitions are correct. In school I learned that capital was specifically property used to make goods, however, assuming that's how everyone was taught would be ignorant.