What tree is this?

Can anyone help me to indentify this tree for me please?

They grow along the main street of Levin and also in Whanganui I discovered on Monday. They get pruned back to these unusual stumpy branches in autumn and they will sprout forth in spring and be clothed in large shady leaves.

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