10 out of the 47 wagons have been completely engulfed in fire, according to the Railways.
The Lucknow-Howrah rail route has been affected because of the incident; seven trains have been diverted and two others have been cancelled.
The wagons were loaded with petroleum products when the fire broke out. The cause of the fire is not known yet.
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