"We decided to tie plastic bags and make a sculpture of the Dead Sea to spread awareness over the world to minimise waste of plastic," Surgeon BC of Stem Foundation Nepal, the group that organised the event, told AFP.
Global plastic production has grown rapidly and is currently more than 400 million tonnes per year.
It is estimated that two to five per cent of plastics wind up in the oceans, where much of it breaks down into tiny particles that harm marine life.
"We hope this effort will help to keep seas clean and not let them become another dead sea," he said.
Over 150 volunteers worked for months to collect and sort used plastic bags from schools and public areas.
Among the participants was 20-year-old environment student Prakriti Pandey.
The current record for the world's largest sculpture of plastic bags was set in April 2012 when over 200 Singaporean volunteers shaped 68,000 plastic bags in the shape of an octopus, according to Guinness World Records.
The Nepalese group said it will now submit its claim with video evidence for a new record to Guinness.
(With inputs from agencies.)