Manual labeling data in Elasticsearch / Kibana

In my organization we're using ELK to present collected and categorized data. Our analysts are really pleased with navigating and exploring data in Kibana. However our analysts would like a way to manually label data through the interface - e.g. mark false positives in categorization, mark new categories to improve our categorization of the data. How to accomplish this?

We would rather not end up copying document ids to an excel sheet for later insertions or copying ids to the dev console to update with a label but rather have a drop down menu in the kibana dashboard where one could choose or create a label for the document.

Since Kibana seems to be read only are we using the wrong tool to begin with to complete this task? Do you know of any alternatives?

Thank you for any help

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