# Faithful and Complete LLM-Assisted Automated Construction of Hierarchical Hardware Knowledge Graphs

**Published:** October 12, 2026
**Author:** Haotian Qiao, Robert P. Dick
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/faithful-and-complete-llm-assisted-automated-construction-of-hierarchica

arXiv:2610.12762v1 Announce Type: new Abstract: Hardware datasheets contain engineering specifications essential for component selection, system integration, and hardware compatibility verification. However, manual inspection is tedious and error-prone because datasheets are…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.12762)

**Tags:** #arXiv

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