Pattenburg is an unincorporated community located within Union Township in Hunterdon County, in the U.S. state of New Jersey.

[2] The Norfolk Southern Railway's Lehigh Line (formerly the mainline of the Lehigh Valley Railroad), runs through Pattenburg and Lehigh Line's south entrance to the Pattenburg Tunnel is located in Pattenburg.

People who were born in, residents of, or otherwise closely associated with Union Township include:

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