From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)
Split Dataset has 6 facts recorded in Dontopedia across 1 reference, with 2 live disagreements.
Mostly:inverse produces(2), produces(2), produces two outputs(1)
producesTwoOutputsrdf:typeOther subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. “X motherOf this subject” — and answer questions the forward facts can't. Grouped by predicate.
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
doc:beam/e90baac4-24b6-4abb-89e2-a81f7d246e29accuracy = accuracy_score(test_df['label'], predicted_labels) print(f"Accuracy for {model_name}: {accuracy:.2f}") return accuracy # List of models to experiment with models_to_test = [ "bert-base-uncased", "roberta-bas…
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