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Hanan Almarshadi

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Open access Sep 2026

Designing a Hybrid Knowledge Graph–Large Language Model Framework for Construction Contract Analysis: A Design Science Research Approach

Construction contract analysis increasingly relies on combining Knowledge Graphs (KGs), which provide structured, interpretable representations of contractual entities and relationships, with Large Language Models (LLMs), which offer flexible extraction and reasoning over unstructured clause text. Existing hybrid KG–LL...

Hanan Almarshadi · 0 citations

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