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feat: let a field config exclude mislabelled records - #42
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Closes #41
What
exclude_worksin the field config: OpenAlex records dropped at cleaning, with their edges.stats.jsoncounts them asexcluded_nodes.gnn.yamlexcludesW2964015378. It is cited 2,347 times inside the expanded graph, more than GCN, but titled and dated as a 2025 vulnerability-detection paper.Why
No rule can tell a record's title is wrong. Without the exclusion it would rank as an originator of most GNN-era papers, under a name that is not its own. Keeping the list in the field config keeps field-specific knowledge in
fields/.Verify
uv run pytest tests/test_build.py tests/test_config.py uv run python -m graph.build --field gnn --data-dir data/expanded # excluded_nodes 1Generated with Claude Code