Officials hope Salvatore Mancuso will reveal information about hundreds of murders and forced disappearances.
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The two sides have agreed to extend a landmark deal struck in August that expired last week.
Colombia has experienced a surge in kidnappings in 2023, but negotiations with armed groups might herald a breakthrough.
Defence Minister Ivan Velasquez has apologised to families of 19 civilians killed by soldiers under false pretenses.