feat(taxonomy): Iterate on non-card taxonomy nodes + adapt GPT-4 enrichment script

[jsboige]

Context

The fallacy taxonomy contains nodes that are not individual cards (family headers, order groupings, etc.). These nodes need content enrichment (descriptions, examples, cross-references) for the website and ontology.

A substantial script was developed ~2 years ago using GPT-4 API to semi-automatically enrich taxonomy nodes. This script needs to be adapted to work with:

• Updated OpenAI/Anthropic APIs
• Modern models (Claude 4.x, GPT-4o/4.5)
• Current CSV structure

Scope

1. Identify Non-Card Nodes

• Parse the Fallacies taxonomy CSV
• Identify nodes that are families/orders (not leaf cards)
• Catalog which fields are empty/incomplete

2. Locate and Adapt the Enrichment Script

• Find the original GPT-4 script in the repo or related repos
• Update API calls to current SDK versions
• Consider using Claude API for better quality/cost ratio
• Add batch processing with rate limiting

3. Enrichment Targets

• Node descriptions (FR + translations)
• Real-world examples
• Cross-references between related fallacies
• Educational content for the website

Dependencies

• Depends on feat(ontology): Generate OWL ontology + verify AIF mapping #130 (OWL ontology) for semantic structure
• Feeds into feat(pipeline): Generate 2Sxc taxonomy entities + enable collaborative editing on DNN #136 (2sxc taxonomy entities) for website display
• Related to feat(website): Publish news article + update all downloads on DNN site #135 (site content update)

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🤖 Generated with Claude Code