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thumb|Munambam beach
Munambam is a suburb of Kochi, India at the north end of Vypeen Island, surrounded by the Arabian Sea on the west, Periyar river on the east, and a mouth of the sea on the north. The main occupation of its inhabitants is fishing and related activities. It is also the mouth of the district major river Periyar which can be seen from the Munambam Muziris beach.
Discovered by embedding cosine similarity (sentence-transformers MiniLM, 384-dim).