Named after the Porte de Pantin, the gate that opened on the town of Pantin.
The gate stood on the old road to Germany, today's avenue Jean-Jaurès. Since 1987 the station has been subtitled Parc de la Villette, after the park built on the site of the old slaughterhouses. It opened in 1942.