Hey @Wine_Merchant
I just got to know that GL has internal setup of logstash which then manages the logs as it seems fit.
So I reverted the filebeat config to
output.logstash:
hosts: ["127.0.0.1:5044"]
as per your suggestion and it worked.
It was the default config while setting up things but It never worked then. So I changed it to ES.
But now, changing it back to logstash is working fine.
Thanks @m_mlk @gsmith @Wine_Merchant for taking time to help me out.
Things are working after the last changes.
Awesome , glad it worked for ya, What I see was a mix up of ports and IP address.
Remember in this stack like @Wine_Merchant demonstrated. Port 9200 is for Elasticsearch/OpenSearch . Unlike ELK stack you would use port 9200. and last always double check your Config to make sure they match (i.e. ports, IP Addresses.
If you could make this as resolved for future searches that would be great 
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