The bag was found unclaimed soon after SpiceJet's Dubai-Amritsar flight landed here this morning.
A bomb disposal squad was called to check the bag and nothing was found, officials said.
After all the passengers of the flight claimed their luggage at the airport, there was no claimant for the particular bag, officials said.
However, later the owner of the bag was identified, though the person concerned is yet to come forward to claim it, they said.
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In a statement, SpiceJet said Idinirinkarlina Btnanang, an Indonesian national, scheduled to travel on the flight, did board the aircraft after clearing immigration, security check and boarding. She reported back after the flight's departure.
"The baggage will be handed over to Btnanang or relevant authorities," the statement added.