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Definition of equity
The word equity always refers to the ownership of something, whether it be a company or a home. The wikipedia article is differentiating companies by how they raised money for operations. Equity companies, by their definition are those that sold an interest in the company in exchange for capital. Debt based companies, again by their definition, are those that borrow money from investors, but instead of an ownership stake they promise to pay back the money presumably with interest.