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[Issue]: <title> Entity without community #1904

@blewis-11

Description

@blewis-11

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  • I have searched the existing issues and this bug is not already filed.
  • My model is hosted on OpenAI or Azure. If not, please look at the "model providers" issue and don't file a new one here.
  • I believe this is a legitimate bug, not just a question. If this is a question, please use the Discussions area.

Describe the issue

Hello! I tried to calculate the index on a bunch of random text files using the default settings in the yaml file. Once I got the entities and communities files I noticed that some entities were not present in any community. Why does this happen? Is this the expected behavior? From what I understood reading the documentation I would have expected to see all the entities present in a community.

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Additional Information

  • GraphRAG Version: 2.1.0
  • Operating System: Windows
  • Python Version: 3.10.0

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