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A new rate region is presented for a general framework of distributed source coding where the decoder is interested in lossy reconstruction of an arbitrary function of the sources. The coding scheme involves vector quantization of the sources followed by "correlated" binning. Nested linear codes are used for quantization and binning as against the more prevalent random codes. Our rate region recovers many known rate regions in distributed source coding while unifying them under the same general framework.