Orb was only McGaughey's third Preakness starter, and first since 1989 when Easy Goer, also a 3-5 favorite, lost by a nose to Sunday Silence.

WSJ: Derby winner Orb disappoints in the Preakness

It is easy to take a few of the companies to create a nice "starter" portfolio of five to 10 stocks.

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