where does that 12 come from?

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If you're talking about Mr. McCall's 5-12-13 trick, it's a pythagorean triple. He explains them in this video: http://www.brightstorm.com/d/math/s/geometry/u/pythagorean-theorem/t/converse-of-the-pythagorean-theorem