The invention provides a cross-connection electrode for an internal thermal serial graphitization furnace and a production method thereof. The cross-connection electrode is prepared from a dry material composed of large-grained petroleum based needle coke, medium-grained petroleum based needle coke and small-grained powder, a binding agent, additives, green ground components and roasted ground components through crushing, screening, mixing, kneading, shaping, roasting, dipping, graphitizing, processing and assembling, wherein the formula is as follows: the percentage of the large-grained petroleum based needle coke is 30-40%, the percentage of medium-grained petroleum based needle coke is 20-30%, the percentage of small-grained powder is 35-45%, the content of the binding agent is 25-30% of the total weight of the dry material, the content of the additive stearic acid is 0.5-0.8% of the total weight of the dry material, the content of the additive Fe2O3 is 0-1% of the total weight of the dry material, the content of the green ground components is 10-20% of the total weight of the dry material and the content of the roasted ground components is 0-10% of the total weight of the dry material; the binding agent is modified asphalt, and the grain size of the large-grained petroleum based needle coke is 15-25mm, the grain size of the medium-grained petroleum based needle coke is 5-15mm and the small-grained powder is 200-mesh powder.