Feature/improve kg docs 2

[emrgnt-cmplxty]

🚀	This description was created by Ellipsis for commit f01700a

Summary:

Improved knowledge graph documentation and updated code to use subcategory instead of sub_category.

Key points:

• Updated docs/pages/cookbooks/knowledge-graph.mdx to improve documentation for knowledge graph construction.
• Changed sub_category to subcategory in r2r/core/abstractions/document.py and r2r/pipes/kg_storage_pipe.py.
• Modified Entity class in r2r/core/abstractions/document.py to use subcategory.
• Updated extract_entities and extract_triples functions in r2r/core/abstractions/document.py to handle subcategory.
• Adjusted store method in r2r/pipes/kg_storage_pipe.py to use subcategory.

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Name	Status	Preview	Comments	Updated (UTC)
r2r-docs	🔄 Building (Inspect)	Visit Preview	💬 Add feedback	Jun 14, 2024 4:53pm

[ellipsis-dev]

👍 Looks good to me! Reviewed everything up to f01700a in 58 seconds

More details

• Looked at 235 lines of code in 3 files
• Skipped 2 files when reviewing.
• Skipped posting 1 drafted comments based on config settings.

1. r2r/pipes/kg_storage_pipe.py:66

• Draft comment:
  The store method is still referencing sub_category which has been renamed to subcategory in the Entity class. This needs to be updated to avoid runtime errors.

                            properties={"subcategory": entity.subcategory}

• Reason this comment was not posted:
  Confidence of 0% on close inspection, compared to threshold of 50%.

Workflow ID: wflow_FdtRjJWKs6yNW2ya

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