Find Closest Match

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From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)

Find Closest Match

Uses Distance Metric	Distance Function^[1]
Uses Distance Metric	Levenshtein Distance^[2]
Has Return Statement	Closest Word^[1]
Has Return Statement	Return Closest Word^[2]
Returns	Closest Word^[1]
Returns	Closest Word Variable^[2]
Has Loop	Dictionary Loop^[1]
Initializes	Closest Word Variable^[2]
Initializes	Infinity Value^[1]
Has Parameter	Dictionary Parameter^[2]
Has Parameter	Threshold Default^[2]
Defined in	Python Example^[2]
Defined in	Script^[1]
Updates Variable	Update Closest Word^[2]
Updates Variable	Update Min Distance^[2]

ex:find-closest-match

Find Closest Match has 58 facts recorded in Dontopedia across 2 references, with 13 live disagreements.

58 facts·33 predicates·2 sources·13 in dispute

Mostly:has parameter(7), initializes(6), returns(3)

Uses Distance Metricin dispute`usesDistanceMetric`

Distance Function^[1]all time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
Levenshtein Distance^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b

Has Return Statementin dispute`hasReturnStatement`

Closest Word^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
Return Closest Word^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b

Returnsin dispute`returns`

Closest Word^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
Closest Word Variable^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b
closest_word^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3

Has Loopin dispute`hasLoop`

Dictionary Loop^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
Dictionary Loop^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b

Initializesin dispute`initializes`

Closest Word Variable^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b
Closest Word Variable^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
Infinity Value^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
Min Distance Variable^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b
min_distance^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
closest_word^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3

Has Parameterin dispute`hasParameter`

Dictionary Parameter^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b
Threshold Default^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b
Threshold Parameter^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b
Word Parameter^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b
word^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
threshold^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
dictionary^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3

Defined inin dispute`definedIn`

Python Example^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b
Script^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3

Updates Variablein dispute`updatesVariable`

Update Closest Word^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b
Update Min Distance^[2]all time · Dbb91cd4 736d 4452 9b19 46651567b10b

Has Conditional Logicin dispute`hasConditionalLogic`

Combined Condition^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
Distance Check^[1]all time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
Threshold Check^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3

Assigns toin dispute`assignsTo`

Closest Word Variable^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
Min Distance Variable^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3

Compares Distancein dispute`comparesDistance`

Min Distance Variable^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
Threshold Parameter^[1]sourceall time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3

Updatesin dispute`updates`

min_distance^[1]all time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3
closest_word^[1]all time · A8d4e00d 0adb 49c2 A304 E8356b9d69a3

Inbound mentions (8)

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.

`isParameterOf`Is Parameter of(3)

Dictionary Parameterex:dictionary-parameter
Threshold Parameterex:threshold-parameter
Word Parameterex:word-parameter

`containsFunction`Contains Function(1)

Scriptex:script

`hasPart`Has Part(1)

Scriptex:script

`hasStep`Has Step(1)

Spell Correction Logicex:spell-correction-logic

`precedes`Precedes(1)

Check Against Trieex:check-against-trie

`usedBy`Used by(1)

Distance Functionex:distance-function

Other facts (23)

The 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.

23 facts

Predicate	Value	Ref
Applies Condition	dist < min_distance	[1]
Applies Condition	dist <= threshold	[1]
Rdf:type	Function	[2]
Rdf:type	Function	[1]
Stores Result	Best Match Word	[2]
Tracks Minimum	Smallest Distance	[2]
Iterates Dictionary	All Dictionary Words	[2]
Applies Threshold Filter	Threshold Value	[2]
Employs	String Matching Technique	[2]
Initializes Closest Word	Null Value	[2]
Initializes Min Distance	Infinity Value	[2]
Defines Threshold	Similarity Threshold	[2]
Contains Conditional	Distance Less Than Min	[2]
Compares	Distance Vs Threshold	[2]
Calculates	Levenshtein Distance	[2]
Uses	Levenshtein Distance	[2]
Rdfs:label	find_closest_match	[2]
Calls Function	Distance Function	[1]
Computes	distance	[1]
Loops Over	dictionary	[1]
Has Docstring	Find the closest match in the dictionary using the specified threshold.	[1]
Parameter Default	threshold=2	[1]
Has Name	find_closest_match	[1]

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.

58 undated

—

appliesConditionbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

dist < min_distance

—

appliesConditionbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

dist <= threshold

—

appliesThresholdFilterbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:threshold-value

—

assignsTobeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:closest-word-variable

—

assignsTobeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:min-distance-variable

—

calculatesbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:levenshtein-distance

—

callsFunctionbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:distance-function

—

comparesbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:distance-vs-threshold

—

comparesDistancebeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:min-distance-variable

—

comparesDistancebeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:threshold-parameter

—

computesbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

distance

—

containsConditionalbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:distance-less-than-min

—

definedInbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:python-example

—

definedInbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:script

—

definesThresholdbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:similarity-threshold

—

employsbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:string-matching-technique

—

hasConditionalLogicbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:combined-condition

—

hasConditionalLogicbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:distance-check

—

hasConditionalLogicbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:threshold-check

—

hasDocstringbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

Find the closest match in the dictionary using the specified threshold.

—

hasLoopbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:dictionary-loop

—

hasLoopbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:dictionary-loop

—

hasNamebeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

find_closest_match

—

hasParameterbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:dictionary-parameter

—

hasParameterbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:threshold-default

—

hasParameterbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:threshold-parameter

—

hasParameterbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:word-parameter

—

hasParameterbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

word

—

hasParameterbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

threshold

—

hasParameterbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

dictionary

—

hasReturnStatementbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:closest_word

—

hasReturnStatementbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:return-closest-word

—

initializesbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:closest-word-variable

—

initializesbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:closest-word-variable

—

initializesbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:infinity-value

—

initializesbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:min-distance-variable

—

initializesbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

min_distance

—

initializesbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

closest_word

—

initializesClosestWordbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:null-value

—

initializesMinDistancebeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:infinity-value

—

iteratesDictionarybeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:all-dictionary-words

—

loopsOverbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

dictionary

—

parameterDefaultbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

threshold=2

—

labelbeam/dbb91cd4-736d-4452-9b19-46651567b10b

find_closest_match

—

typebeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:Function

—

typebeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:Function

—

returnsbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:closest-word

—

returnsbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:closest-word-variable

—

returnsbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

closest_word

—

storesResultbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:best-match-word

—

tracksMinimumbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:smallest-distance

—

updatesbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

min_distance

—

updatesbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

closest_word

—

updatesVariablebeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:update-closest-word

—

updatesVariablebeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:update-min-distance

—

usesbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:levenshtein-distance

—

usesDistanceMetricbeam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3

ex:distance-function

—

usesDistanceMetricbeam/dbb91cd4-736d-4452-9b19-46651567b10b

ex:levenshtein-distance

References (2)

2 references

[1]beam-chunk31 facts
customctx:claims/beam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3
- full textbeam-chunk
  text/plain1 KBdoc:beam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3
  Show excerpt
  model = BertForMaskedLM.from_pretrained('bert-base-uncased') def find_closest_match(word, dictionary, threshold=2): """ Find the closest match in the dictionary using the specified threshold. """ min_distance = float('inf')…
[2]beam-chunk27 facts
customctx:claims/beam/dbb91cd4-736d-4452-9b19-46651567b10b
- full textbeam-chunk
  text/plain1 KBdoc:beam/dbb91cd4-736d-4452-9b19-46651567b10b
  Show excerpt
  Here's an example of how you can implement these best practices in Python: #### 1. Use Efficient Data Structures ```python class TrieNode: def __init__(self): self.children = {} self.is_end_of_word = False class Trie:…

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Find Closest Match

Uses Distance Metricin disputeusesDistanceMetric

Has Return Statementin disputehasReturnStatement

Returnsin disputereturns

Has Loopin disputehasLoop

Initializesin disputeinitializes

Has Parameterin disputehasParameter

Defined inin disputedefinedIn

Updates Variablein disputeupdatesVariable

Has Conditional Logicin disputehasConditionalLogic

Assigns toin disputeassignsTo

Compares Distancein disputecomparesDistance

Updatesin disputeupdates

Inbound mentions (8)

isParameterOfIs Parameter of(3)

containsFunctionContains Function(1)

hasPartHas Part(1)

hasStepHas Step(1)

precedesPrecedes(1)

usedByUsed by(1)

Other facts (23)

Timeline

References (2)

See also

Keep researching

Uses Distance Metricin dispute`usesDistanceMetric`

Has Return Statementin dispute`hasReturnStatement`

Returnsin dispute`returns`

Has Loopin dispute`hasLoop`

Initializesin dispute`initializes`

Has Parameterin dispute`hasParameter`

Defined inin dispute`definedIn`

Updates Variablein dispute`updatesVariable`

Has Conditional Logicin dispute`hasConditionalLogic`

Assigns toin dispute`assignsTo`

Compares Distancein dispute`comparesDistance`

Updatesin dispute`updates`

`isParameterOf`Is Parameter of(3)

`containsFunction`Contains Function(1)

`hasPart`Has Part(1)

`hasStep`Has Step(1)

`precedes`Precedes(1)

`usedBy`Used by(1)