Best Synonym
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)
Best Synonym has 4 facts recorded in Dontopedia across 2 references, with 1 live disagreement.
4 facts·3 predicates·2 sources·1 in dispute
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)
Best Synonym has 4 facts recorded in Dontopedia across 2 references, with 1 live disagreement.
Other 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.
printsPrints(1)ex:code-snippet-1returnsReturns(1)ex:get_context_aware_synonymsupdatesUpdates(1)ex:best_synonym_updateTimeline 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/57e2ea52-f5cb-4239-bf9f-3147a3b2efbctokenizer = BertTokenizer.from_pretrained('bert-base-uncased') model = BertModel.from_pretrained('bert-base-uncased') def get_context_aware_synonyms(word, context_sentence): inputs = tokenizer(context_sentence, return_tensors='pt', pad…
doc:beam/937a8cd3-e603-49e5-bf5a-f2c755722d48synonym_embedding = synonym_outputs.last_hidden_state[0][0] # [CLS] token embedding similarity = torch.dot(word_embedding, synonym_embedding).item() if similarity > best_similarity: best_similar…
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