Graph reasoning inpainting

See https://github.com/lamm-mit/DiscoverydLLM/tree/main/examples/editflow_graph_canvas

python examples/editflow_graph_canvas/infer_graph_canvas.py   --model_name_or_path lamm-mit/EditFlow-Qwen3-4B-graph-canvas   \
  --condition "Build a mechanism graph for how humidity changes the stiffness of a silk fibroin film through water uptake and microstructure changes."  \
  --partial_graph_json '{"nodes":[{"id":"Humidity"},{"id":"WaterUptake"},{"id":"BetaSheetContent"},{"id":"Stiffness"}],"edges":[{"source":"Humidity","relation":"increases","target":"WaterUptake"}]}'   --tau 0.001 --temperature 0.4 --seed 11   --output_json_file /tmp/graph_out.json

graph_canvas_trace

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