AINeutralarXiv – CS AI · 8h ago6/10
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From Historical Tabular Image to Knowledge Graphs: A Provenance-Aware Modular Pipeline
Researchers present a modular, provenance-aware pipeline that converts handwritten archival tables into Knowledge Graphs while maintaining transparency through intermediate inspection points. The approach combines table structure recognition, handwriting recognition, and semantic interpretation while tracking data lineage to ensure all extracted information remains traceable to its source, addressing the opacity problem in end-to-end AI systems.