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BayesiaLabBayesiaLab User GuideHellixiaCommentsKeyword-Based Node Comment Generator

Keyword-Based Node Comment Generator

Menu path: Hellixia > Comments > Keyword-Based Node Comment Generator

What it does

Generates node comments from selected keywords and contextual guidance.

Treat Hellixia output as a structured starting point for analyst review, expert refinement, learning, inference, or communication. Generated causal directions and quantification should be checked before they are used operationally.

When to use it

  • Fast node documentation
  • keyword-grounded descriptions
  • semantic enrichment

Inputs

  • Selected nodes
  • keywords
  • optional General Context

Outputs

  • Node comments

Step-by-Step Workflow

  1. Prepare the network, source material, selected nodes, selected arcs, or Knowledge Files required by the function.
  2. Confirm that Hellixia provider settings and model access are configured.
  3. Open Hellixia > Comments > Keyword-Based Node Comment Generator.
  4. Review the available options and add General Context when the model needs domain-specific guidance.
  5. Run the function and inspect the generated graph, comments, priors, embeddings, translations, or images.
  6. Edit the output in BayesiaLab before using it for analysis, publication, or decision support.

Review Guidance

Check whether the generated labels, relationships, comments, classes, probabilities, or causal effects match the source material and expert understanding. For causal outputs, verify that the proposed direction and mechanism are plausible and that no important confounder or alternative explanation has been hidden by the generated structure.

Related Functions

CommentsDefinition-Based Comment Generator