rank_documents

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)

rank_documents has 34 facts recorded in Dontopedia across 4 references, with 5 live disagreements.

34 facts·20 predicates·4 sources·5 in dispute

Mostly:has parameter(6), is tested by(4), rdf:type(3)

Inbound mentions (14)

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.

`testsFunction`Tests Function(4)

Test Empty Arraysex:test-empty-arrays
Test Large Arraysex:test-large-arrays
Test Mismatched Dimensionsex:test-mismatched-dimensions
Test Single Element Arraysex:test-single-element-arrays

`isParameterOf`Is Parameter of(3)

Dense Scores Iex:dense-scores-i
Queryex:query
Sparse Scores Iex:sparse-scores-i

`assignedBy`Assigned by(1)

Predictionex:prediction

`contains`Contains(1)

Python Codeex:python-code

`containsStep`Contains Step(1)

Code Execution Orderex:code-execution-order

`describes`Describes(1)

Input Validationex:input-validation

`encapsulatesTestsFor`Encapsulates Tests for(1)

Test Classex:test-class

`hasStep`Has Step(1)

Process Sequenceex:process-sequence

`raisedBy`Raised by(1)

Value Errorex:value-error

Other facts (33)

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.

33 facts

Predicate	Value	Ref
Has Parameter	Query	[2]
Has Parameter	Sparse Scores I	[2]
Has Parameter	Dense Scores I	[2]
Has Parameter	query	[3]
Has Parameter	sparse-scores	[3]
Has Parameter	dense-scores	[3]
Is Tested by	Test Mismatched Dimensions	[3]
Is Tested by	Test Empty Arrays	[3]
Is Tested by	Test Single Element Arrays	[3]
Is Tested by	Test Large Arrays	[3]
Rdf:type	Sorting Step	[1]
Rdf:type	Function	[2]
Rdf:type	Operation	[4]
Has Test Coverage	Error Conditions	[3]
Has Test Coverage	Edge Cases	[3]
Has Test Coverage	Performance Scenarios	[3]
Has Behavior	Returns None for Invalid Input	[3]
Has Behavior	Returns Ranked Results for Valid Input	[3]
Raises Exception	Value Error	[2]
Returns None on Mismatched Dimensions	true	[3]
Returns None on Empty Arrays	true	[3]
Returns Single Element on Single Input	true	[3]
Returns Top Ten on Large Input	true	[3]
Requires Matching Dimensions	true	[3]
Requires Non Empty Arrays	true	[3]
Handles Single Element	true	[3]
Handles Large Arrays	true	[3]
Returns Top N Results	10	[3]
Has Expected Output Length	10	[3]
Is Public Function	true	[3]
Has Success Test Case	true	[3]
Is Unit Under Test	true	[3]
Based on	predicted scores	[4]

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.

34 undated

—

typebeam/c7de806a-f338-40ff-82dc-3afcd9dc4260

ex:Sorting-Step

—

typebeam/b9f71d2d-9dd8-41f5-a372-36155652965d

ex:Function

—

labelbeam/b9f71d2d-9dd8-41f5-a372-36155652965d

rank_documents

—

hasParameterbeam/b9f71d2d-9dd8-41f5-a372-36155652965d

ex:query

—

hasParameterbeam/b9f71d2d-9dd8-41f5-a372-36155652965d

ex:sparse-scores-i

—

hasParameterbeam/b9f71d2d-9dd8-41f5-a372-36155652965d

ex:dense-scores-i

—

raisesExceptionbeam/b9f71d2d-9dd8-41f5-a372-36155652965d

ex:value-error

—

hasParameterbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

query

—

hasParameterbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

sparse-scores

—

hasParameterbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

dense-scores

—

returnsNoneOnMismatchedDimensionsbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

true

—

returnsNoneOnEmptyArraysbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

true

—

returnsSingleElementOnSingleInputbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

true

—

returnsTopTenOnLargeInputbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

true

—

requiresMatchingDimensionsbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

true

—

requiresNonEmptyArraysbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

true

—

handlesSingleElementbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

true

—

handlesLargeArraysbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

true

—

returnsTopNResultsbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

—

isTestedBybeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

ex:test-mismatched-dimensions

—

isTestedBybeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

ex:test-empty-arrays

—

isTestedBybeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

ex:test-single-element-arrays

—

isTestedBybeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

ex:test-large-arrays

—

hasExpectedOutputLengthbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

—

hasBehaviorbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

ex:returnsNoneForInvalidInput

—

hasBehaviorbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

ex:returnsRankedResultsForValidInput

—

isPublicFunctionbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

true

—

hasSuccessTestCasebeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

true

—

isUnitUnderTestbeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

true

—

hasTestCoveragebeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

ex:error-conditions

—

hasTestCoveragebeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

ex:edge-cases

—

hasTestCoveragebeam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6

ex:performance-scenarios

—

typebeam/c07ae379-ae89-4db6-8cc7-34e24961d945

ex:Operation

—

basedOnbeam/c07ae379-ae89-4db6-8cc7-34e24961d945

predicted scores

References (4)

4 references

[1]C7de806a F338 40ff 82dc 3afcd9dc42601 fact
ctx:claims/beam/c7de806a-f338-40ff-82dc-3afcd9dc4260
- full textbeam-chunk
  text/plain1 KBdoc:beam/c7de806a-f338-40ff-82dc-3afcd9dc4260
  Show excerpt
  4. **Rank Documents**: Rank the documents based on the combined score \( S_{combined} \). Higher scores indicate more relevant documents. 5. **Evaluate Relevance Lift**: To achieve an 18% relevance lift, you need to ensure that the combine…
[2]B9f71d2d 9dd8 41f5 A372 36155652965d6 facts
ctx:claims/beam/b9f71d2d-9dd8-41f5-a372-36155652965d
- full textbeam-chunk
  text/plain1 KBdoc:beam/b9f71d2d-9dd8-41f5-a372-36155652965d
  Show excerpt
  prediction = rank_documents(query, sparse_scores_i, dense_scores_i) if prediction is not None: predictions.append(prediction) # Evaluate precision true_labels = np.random.randint(0, 2, size=(num_queries, num_documents)) # …
[3]048ca9bf 98fc 4ca3 8f93 E03d93bedbd625 facts
ctx:claims/beam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6
- full textbeam-chunk
  text/plain1 KBdoc:beam/048ca9bf-98fc-4ca3-8f93-e03d93bedbd6
  Show excerpt
  self.assertEqual(len(result), 10) def test_mismatched_dimensions(self): query = np.random.rand(1000) sparse_scores = np.random.rand(1000) dense_scores = np.random.rand(500) result = rank_document…
[4]C07ae379 Ae89 4db6 8cc7 34e24961d9452 facts
ctx:claims/beam/c07ae379-ae89-4db6-8cc7-34e24961d945

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rank_documents

Inbound mentions (14)

testsFunctionTests Function(4)

isParameterOfIs Parameter of(3)

assignedByAssigned by(1)

containsContains(1)

containsStepContains Step(1)

describesDescribes(1)

encapsulatesTestsForEncapsulates Tests for(1)

hasStepHas Step(1)

raisedByRaised by(1)

Other facts (33)

Timeline

References (4)

See also

Keep researching

`testsFunction`Tests Function(4)

`isParameterOf`Is Parameter of(3)

`assignedBy`Assigned by(1)

`contains`Contains(1)

`containsStep`Contains Step(1)

`describes`Describes(1)

`encapsulatesTestsFor`Encapsulates Tests for(1)

`hasStep`Has Step(1)

`raisedBy`Raised by(1)