From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)
Corrected Query has 52 facts recorded in Dontopedia across 14 references, with 5 live disagreements.
Mostly:rdf:type(17), rdfs:label(5), result of(4)
resultOfrdfs:labelassignedByassignedValuecorrectedFromoutputByisReturnedBycomputedByisVariableInconstructedFromdataFlowOther 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.
returnsReturns(6)ex:correct_queryex:correct-query-functionex:correct_query_spacyex:correct_spellingex:process_queryex:query-correction-methodoutputsOutputs(5)ex:printex:print-functionex:print_statementex:print_statementex:print_statementprintsPrints(5)ex:ExampleUsageex:print_functionex:print_statementex:print_statementex:print_statementassignsAssigns(3)ex:correction_branchex:ExampleUsageex:test_caseproducesProduces(3)ex:correct_queryex:join_operationex:test_caseassignsToAssigns to(2)ex:correct-query-callex:function_call_assignmentdefinesDefines(2)ex:example_usageex:ExampleUsageappendsAppends(1)ex:corrected_queriescalledWithCalled With(1)ex:printcontainsVariableContains Variable(1)ex:profiling-code-snippetcreatesVariableCreates Variable(1)ex:cut_correction_errorsformatsFormats(1)ex:f-string-infohasElementHas Element(1)ex:returned-valueshasReturnVariableHas Return Variable(1)ex:correct_spellingincludesIncludes(1)ex:logging-infoisCalledWithIs Called With(1)ex:print_functionoutputOutput(1)ex:join_operationoutputValueOutput Value(1)ex:print-statement-2resolvedByResolved by(1)ex:corrected_query_placeholderusesReturnUses Return(1)ex:correct-spellingThe long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Join Operation | ' '.join(tokens) | [7] |
| Constructed by | ' '.join(tokens) | [7] |
| Assigned From | Corrections Correct Column | [3] |
| Formed by | join_corrected_words | [10] |
| Assigned to | Corrected Query Variable | [4] |
| Returned by | Query Correction Method | [4] |
| Is Assigned | Joined Words Result | [4] |
| Correction3 | spelling | [8] |
| Correction2 | improve | [8] |
| Correction1 | looking | [8] |
| Contains Corrected Words | true | [8] |
| Example of | Output Data | [8] |
| Used in | Success Log | [2] |
| Has Value | I'm looking for a way to improve my spelling | [9] |
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/bc56c97b-477e-41dd-ad50-e0bd64d4feb6self.accuracy_threshold = 0.94 # target accuracy threshold self.query_count = 15000 # number of query inputs to target self.success_count = 0 # counter for successful corrections self.failure_count = 0 # …
doc:beam/a28002ba-bd7f-40b5-9b40-7be70ddbfccfcorrected_query = ' '.join(words) # log the result logging.info(f'Successfully corrected query: {query} -> {corrected_query}') self.success_count += 1 except Exception as …
doc:beam/a290ecad-1619-4076-b8d8-0d36efc291f3# Process the query with spaCy doc = nlp(query) # Correct each word corrected_words = [] for token in doc: if not token.is_oov: corrected_words.append(token.text) else: correc…
doc:beam/c96c8150-9bba-4484-80ff-128f82f9a19fcorrected_words.append(corrected_word) # Return the corrected query return " ".join(corrected_words), end_time - start_time # Test the correct_query function query = "What is the meening of life?" corrected_query, late…
doc:beam/74dd2c6d-f1bc-4614-826b-7fc78768139ccorrection = self.trie.search(words[i]) if correction: # replace the word with its correction words[i] = correction # join the corrected words back into a query string…
doc:beam/85127f85-a5ab-4ae2-8c3e-9fe01295672a### Optimized Implementation Here's an optimized version of your code: ```python import hunspell from concurrent.futures import ThreadPoolExecutor, as_completed import time # Load the Hunspell dictionary once hspell = hunspell.HunSpell(…
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