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Selecting a starting point in an established platform, library, etc, is a good idea. The same way starting with a technology long-established is often a better idea than creating something from scratch. This is arguable but so is everything. You are more than welcome to kick off a java-based development effort. Diversity in implementation is good (software companies need to ship products so tech stack selection is critical, nonprofit community projects are not so constrained). Why Python? Very early work with RDF was done with python-based tools, eg https://www.w3.org/2000/10/swap/doc/cwm.html and modern support for RDF is fairly broad and well-established. Python (and Javascript) are accessible for those curious in general, thus the python-based paths. Some potentially-useful clarifications for additional learning
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I am thinking about using the Apache Jena framework for interacting with semantic web files.
My test project with example https://github.com/natebass/be-local-graph-java-04.
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