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Is it true that an ideal $I$ in a commutative ring is primary iff $Rad(I)$ is prime?

If not, what are some nice counterexamples?

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Here is a simple example with $I$ not primary such that $Rad(I)$ is prime. Consider the ideal $(y^2,xy)\subset K[x,y]$. The radical of this ideal is $(y)$, i.e., it is prime.

At the same time, clearly $x\cdot y\in I$. Also, $y\notin I$. Nevertheless $x^n\notin I$ for any $n$. Hence $I$ is not primary!

Comment. As user26857 noted in a remark, one can even construct a prime ideal $p$ such that $p^2$ is not primary, though the example is a bit more complicated:

Is each power of a prime ideal a primary ideal?

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    $\begingroup$ @agleaner This example seems to be inordinately useful. I've seen it used and used it myself a couple different times over the past year! $\endgroup$ – rschwieb Mar 31 '14 at 12:52

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