Compared to their other Philadelphia International releases, Identify Yourself is weak. Of the eight sides, Kenny Gamble and Leon Huff produced only four, while Thom Bell contributed one. The other three are from the O'Jays' camp. "Forever Mine" scored on the R&B charts. The rest of the LP, however, save for the title cut and "Get Out and Party," is unmemorable. "Sing a Happy Song" is catchy, but it's also irritating.
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AllMusic Review by Andrew Hamilton