The grim discovery - which is believed to be a man's body - was made on Sunday after police were called to the building, a former bank premises.
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Officers were forced to break into the building on Commercial Street after being called to the scene.
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West Yorkshire Police has now confirmed it is investigating the incident as a murder.
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