The phrase "large nonprofits" refers to non-profit organizations that are big in size or have a significant scale of operations. These organizations work towards a social or charitable cause and do not aim to make profit. Examples of large nonprofits may include well-known charities or organizations that have a wide reach and impact in their respective areas of focus.