Generally speaking, drains have caps or valves on them. Open lines are simply overflow. Is your refrigerator near there? The open line may be for draining condensate.
That is a pretty goodly stream coming out. I'd disconnect from the city water supply and open a faucet to see if it stops. If it does, you've found your culprit as described by 5picker.
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