Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Provide clearer relationships between concepts #10

Open
wbcbugfree opened this issue Jun 16, 2024 · 1 comment
Open

Provide clearer relationships between concepts #10

wbcbugfree opened this issue Jun 16, 2024 · 1 comment
Assignees

Comments

@wbcbugfree
Copy link
Collaborator

Currently, when using LLMs to convert text to RDF statements, only "skos:related" is used to describe the relationship between concepts. Doing so simplifies the task of LLMs but should provide stronger relationships in the final knowledge graph. SKOS provides more explicit relationships, such as "skos:broader" and "skos:narrower". We can always give concepts clearer relationships by post-processing, but it's worth trying to introduce more complex relationships when annotating the data. Therefore, these text-RDF pairs can be fed into LLMs as part of the prompt, thus providing LLMs with instructions for generating more complicated relationships.

@wbcbugfree wbcbugfree self-assigned this Jun 16, 2024
@wbcbugfree
Copy link
Collaborator Author

wbcbugfree commented Sep 3, 2024

Agrontology is now used to better express the relationships between concepts. Agrontology is limited in its ability to express relationships; it only has 170 properties. Therefore, the current strategy is to use Agrontology whenever possible, and to use SKOS only when there is no suitable property.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant