According to the society, the boat, named Al-Rahman, was missing after it started a three day journey in the afternoon on Sunday.
Fishermen on the other boat told the society that they saw Al-Rahman sinking in the water.
Pakistan Maritime Security Agency had been informed regarding the incident.
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