Intro – Afsana | UI + AI Multilingual Triple Extraction Tool for DBpedia

[Afsana]

Hi, I’m Afsana, a developer working with JavaScript, Python, Nodejs and AI-based applications. I’m interested in building a multilingual UI + AI tool for text-to-triple extraction with human validation for DBpedia. I would appreciate feedback from mentors on this idea.

[tsoru]

Hi @Afsana, thanks for your interest!

You may want to take a look at this project:

Towards a Neural Extraction Framework — GSoC 2026 mentors needed

This project started in 2021 and is looking to its 6th participation in DBpedia’s GSoC. Description Every Wikipedia article links to a number of other articles. In DBpedia, we keep track of these links through the dbo:wikiPageWikiLink property. Thanks to them, we know that the :Berlin_Wall entity is — at the time of writing — semantically connected to 299 base entities. However, only 9 out of 299 base entities are linked from :Berlin_Wall via also another predicate. This suggests that in the l…

[Afsana]

Hi, @tsoru , thank you for sharing this project. I’ve gone through the details of the neural extraction framework and I’m very interested in contributing. I would like to focus on building a UI layer for triple visualization, human validation, and multilingual interaction on top of the extraction pipeline. I can also explore adding an AI chatbot interface for better interaction and guidance if relevant. I would appreciate your feedback on this direction and guidance on which part of the project should be prioritized.

Thanks.