JPMorgan Chase & Co. is in exclusive talks with Royal Bank of Scotland Group PLC to buy RBS Sempra Commodities, a joint venture with U.S. firm Sempra Energy, people familiar with the situation said Wednesday.

If the deal closes, it would catapult JPMorgan Chase into the premier league of commodities firms — including energy, metals and agriculture — from being a relatively large player now.

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