* Optimize edge deduplication prompt for caching and clarity - Restructure prompt to place invariant instructions at top and dynamic context at bottom for better LLM caching - Change 'id' to 'idx' in edge context lists to avoid confusion with other identifiers - Remove 'fact_type_id' from edge types context as LLM only needs fact_type_name - Remove dynamic range values from prompt instructions (e.g., "range 0-N") - Add debug logging before LLM call to track input sizes - Add validation logging after LLM response to catch invalid idx values - Clarify that duplicate_facts uses EXISTING FACTS idx and contradicted_facts uses INVALIDATION CANDIDATES idx 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * Address terminology consistency and edge case logging - Update Pydantic field descriptions to use 'idx' instead of 'ids' for consistency - Fix debug logging to handle empty list edge case (avoid 'idx 0--1' display) Note on review feedback: - Validation is intentionally non-redundant: warnings provide visibility, list comprehensions ensure robustness - WARNING level is appropriate for LLM output issues (not system errors) - Existing test coverage is sufficient for this defensive logging addition 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> --------- Co-authored-by: Claude <noreply@anthropic.com> |
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| .. | ||
| maintenance | ||
| ontology_utils | ||
| __init__.py | ||
| bulk_utils.py | ||
| datetime_utils.py | ||