reformulate

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)

reformulate has 161 facts recorded in Dontopedia across 18 references, with 19 live disagreements.

161 facts·68 predicates·18 sources·19 in dispute

Mostly:rdf:type(17), has parameter(12), calls(11)

Rdf:typein dispute`rdf:type`

Method^[1]all time · A02ee05d 43ba 4227 8c08 961689e0388a
Method^[3]all time · A6561941 C8cb 43cc 816b D2538bce7ce6
Instance Method^[4]all time · 08880dd4 Acd2 4684 9e53 Dc73ae969620
Method^[4]all time · 08880dd4 Acd2 4684 9e53 Dc73ae969620
Python Method^[5]all time · 7cd5d9de 4c24 42cd B0f2 3cfef158e806
Instance Method^[6]all time · 3affd7a8 7e04 4a36 B2ca 61a9bf87c290
Instance Method^[7]all time · D60ad656 53df 4e07 8834 08ac48ef94c3
Method^[8]all time · D2e9a8e5 Adca 47eb B23e Bb9a6ee29dda
Instance Method^[9]sourceall time · 4b1ae12a 274a 473e Bc98 2ce745221906
Instance Method^[10]all time · 8ad15c49 7753 4289 87d0 B36df6a2b841

Has Parameterin dispute`hasParameter`

Query^[1]all time · A02ee05d 43ba 4227 8c08 961689e0388a
Query^[4]all time · 08880dd4 Acd2 4684 9e53 Dc73ae969620
Query^[5]all time · 7cd5d9de 4c24 42cd B0f2 3cfef158e806
Self^[5]all time · 7cd5d9de 4c24 42cd B0f2 3cfef158e806
Query^[7]all time · D60ad656 53df 4e07 8834 08ac48ef94c3
Query^[9]sourceall time · 4b1ae12a 274a 473e Bc98 2ce745221906
query^[10]all time · 8ad15c49 7753 4289 87d0 B36df6a2b841
self^[13]all time · D5992046 41d9 4d41 Bdf2 Ad4fbc1a033c
query^[13]all time · D5992046 41d9 4d41 Bdf2 Ad4fbc1a033c
Query^[14]all time · 0f668a3a 349a 49b5 Bde3 839e439e5464

Callsin dispute`calls`

self.tokenizer^[2]sourceall time · 8a3d9053 Ab82 4206 8ea2 43c648648492
self.model.generate^[2]sourceall time · 8a3d9053 Ab82 4206 8ea2 43c648648492
self.tokenizer.decode^[2]sourceall time · 8a3d9053 Ab82 4206 8ea2 43c648648492
Self.tokenizer^[4]all time · 08880dd4 Acd2 4684 9e53 Dc73ae969620
Self.model^[4]all time · 08880dd4 Acd2 4684 9e53 Dc73ae969620
Tokenizer^[5]all time · 7cd5d9de 4c24 42cd B0f2 3cfef158e806
Model.generate^[5]all time · 7cd5d9de 4c24 42cd B0f2 3cfef158e806
Tokenizer.decode^[5]all time · 7cd5d9de 4c24 42cd B0f2 3cfef158e806
Redis Client.get^[9]sourceall time · 4b1ae12a 274a 473e Bc98 2ce745221906
Decode Utf8^[9]sourceall time · 4b1ae12a 274a 473e Bc98 2ce745221906

Returnsin dispute`returns`

Reformulated Query^[1]all time · A02ee05d 43ba 4227 8c08 961689e0388a
reformulated_query^[2]sourceall time · 8a3d9053 Ab82 4206 8ea2 43c648648492
reformulated-query^[2]sourceall time · 8a3d9053 Ab82 4206 8ea2 43c648648492
Reformulated Query^[4]all time · 08880dd4 Acd2 4684 9e53 Dc73ae969620
Reformulated Query^[5]all time · 7cd5d9de 4c24 42cd B0f2 3cfef158e806
Reformulated Query^[6]all time · 3affd7a8 7e04 4a36 B2ca 61a9bf87c290
Reformulated Query^[7]all time · D60ad656 53df 4e07 8834 08ac48ef94c3
Cached Result Decoded^[9]sourceall time · 4b1ae12a 274a 473e Bc98 2ce745221906
Cached Result^[10]all time · 8ad15c49 7753 4289 87d0 B36df6a2b841
Reformulated Query^[15]sourceall time · 4bff2934 A4b3 4bfe Afcf F1d1ebd5a3ee

Inbound mentions (46)

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.

`hasMethod`Has Method(13)

Query Reformulatorex:query-reformulator
Query Reformulatorex:QueryReformulator
Query Reformulator Classex:query-reformulator-class
Query Reformulator Classex:QueryReformulator-class
Reformulation Modelex:reformulation-model
Reformulation Modelex:reformulation-model
Reformulation Modelex:ReformulationModel
Reformulation Modelex:ReformulationModel
Reformulation Modelex:ReformulationModel
Reformulation Modelex:ReformulationModel
Reformulation Modelex:ReformulationModel
Reformulation Modelex:ReformulationModel
Reformulation Modelex:ReformulationModel

`isCalledBy`Is Called by(4)

Decode Utf8ex:decode-utf8
Redis Client.getex:redis-client.get
Redis Setex:redis-set
Tokenizer Callex:tokenizer-call

`calls`Calls(3)

Example Usageex:example-usage
Method Callex:method-call
Process Queryex:process_query

`callsMethod`Calls Method(3)

Example Usageex:example-usage
Reformulatorex:reformulator
Self.modelex:self.model

`parameterOf`Parameter of(2)

Queryex:query
Queryex:query

`returnedBy`Returned by(2)

Reformulated Queryex:reformulated_query
Reformulated Queryex:reformulated_query

`affects-method`Affects Method(1)

Batch Processingex:batch-processing

`assignedFrom`Assigned From(1)

Reformulated Queryex:reformulated_query

`contains`Contains(1)

Reformulation Modelex:ReformulationModel

`derivedFrom`Derived From(1)

Batch Reformulateex:batch-reformulate

`invokes`Invokes(1)

Process Queryex:process_query

`isParameterOf`Is Parameter of(1)

Queryex:query

`isPartOf`Is Part of(1)

Cache Checkex:cache-check

`isPassedTo`Is Passed to(1)

Query Variableex:query-variable

`isResultOf`Is Result of(1)

Reformulated Query Variableex:reformulated_query-variable

`isReturnedBy`Is Returned by(1)

Reformulated Queryex:reformulated_query

`isSetBy`Is Set by(1)

One Hour Cacheex:one-hour-cache

`modifies_method`Modifies Method(1)

Implement Batch Processingex:implement_batch_processing

`modifiesMethod`Modifies Method(1)

Batch Processing Implementationex:batch-processing-implementation

`referencedIn`Referenced in(1)

Queryex:query

`returnOf`Return of(1)

Reformulated Queryex:reformulated_query

`targets`Targets(1)

Modify Reformulate Methodsex:modify-reformulate-methods

`testFunction`Test Function(1)

Test Reformulateex:test_reformulate

`usedBy`Used by(1)

Redis Clientex:redis_client

`variantOf`Variant of(1)

Batch Reformulateex:batch-reformulate

Other facts (103)

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.

103 facts

Predicate	Value	Ref
Uses	max_length=512	[2]
Uses	truncation=True	[2]
Uses	return_tensors=pt	[2]
Uses	skip_special_tokens=True	[2]
Uses	Torch.argmax	[4]
Uses	Tokenizer	[10]
Uses	Model	[10]
Uses	F String Interpolation	[14]
Uses	Outputs Indexing	[14]
Performs	Text Tokenization	[4]
Performs	Model Inference	[4]
Performs	Logits Argmax	[4]
Performs	Cache Lookup	[10]
Performs	Model Inference	[10]
Performs	Cache Check	[15]
Performs	Model Generation	[15]
Performs	Cache Storage	[15]
Performs Action	Cache Lookup	[7]
Performs Action	Tokenization	[7]
Performs Action	Model Generation	[7]
Performs Action	Decoding	[7]
Performs Action	Cache Storage	[7]
Is Method of	Query Reformulator	[2]
Is Method of	Reformulation Model	[6]
Is Method of	Reformulation Model	[9]
Is Method of	Reformulation Model	[17]
Has Local Variable	Cached Result	[9]
Has Local Variable	Inputs	[9]
Has Local Variable	Outputs	[9]
Has Local Variable	Reformulated Query	[9]
Sequential Step	tokenization	[2]
Sequential Step	generation	[2]
Sequential Step	decoding	[2]
Accesses	Self.redis Client	[15]
Accesses	Self.tokenizer	[15]
Accesses	Outputs First Element	[15]
Creates Variable	Inputs	[1]
Creates Variable	Outputs	[1]
Parameter	query	[2]
Parameter	Query	[3]
Decodes	outputs[0]	[2]
Decodes	Outputs First Element	[15]
Is Public Method	true	[4]
Is Public Method	true	[6]
Has Return Type	String	[7]
Has Return Type	Str	[15]
Member of	Reformulation Model	[9]
Member of	Reformulation Model	[13]
Has Conditional Logic	Cache Check	[9]
Has Conditional Logic	true	[14]
Caches Result	Reformulated Query	[13]
Caches Result	Self.redis Client	[14]
Checks Cache First	true	[13]
Checks Cache First	true	[14]
Has Conditional Return	true	[14]
Has Conditional Return	true	[15]
Uses Parameter	Query	[1]
Returns Type	Tensor Index	[1]
Returns Incorrectly	Tensor Index Instead of String	[1]
Called on	Reformulator	[1]
Computes	Argmax of Logits	[1]
Parameter Count	2	[1]
Tokenizes	reformulate: {query}	[2]
Generates	outputs	[2]
Uses Prompt Prefix	reformulate:	[2]
Processes	query	[2]
Tokenizer Call Argument	return_tensors='pt'	[4]
Model Call Argument	**inputs	[4]
Assigns	Reformulated Query	[4]
Is Defined in	Query Reformulator Class	[4]
Has Self Reference	Self	[4]
Has Decorator	Instance Method	[4]
Has Side Effect	Model Inference	[4]
Encapsulates	Transformation Logic	[4]
Has Return Statement	Reformulated Query	[5]
Parameter Name	query	[6]
Calls Method	Tokenizer.query	[6]
Has Conditional Branch	Cache Hit Check	[7]
Method of	Reformulation Model	[7]
Sets Cache Expiration	One Hour Cache	[9]
Caching Strategy	Redis Cache	[10]
Stores in Cache	Query to Reformulation Mapping	[10]
Control Flow	Cache Check Then Model Inference	[10]
Implicit Parameter	self	[10]
Control Structure	If Else Return	[10]
Cache Miss Action	Perform Inference and Cache	[10]
Takes Parameter	query	[11]
Modified for	Batch Handling	[12]
Has Return Value	Cached Result	[13]
Uses Cache	Redis Client	[13]
Performs Query Reformulation	true	[13]
Uses F String Formatting	true	[13]
Performs Cache Check	Self.redis Client	[14]
Handles Cache Miss	Cache Miss	[14]
Has Precondition	Query Not in Cache	[14]
Has Postcondition	Query Cached	[14]
Adds Prefix	reformulate:	[15]
Formats Input	Reformulate Prefix	[15]
Returns on Cache Hit	Cached Result	[15]
Returns on Cache Miss	Reformulated Query	[15]

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.

161 undated

—

typebeam/a02ee05d-43ba-4227-8c08-961689e0388a

ex:Method

—

hasParameterbeam/a02ee05d-43ba-4227-8c08-961689e0388a

ex:query

—

returnsbeam/a02ee05d-43ba-4227-8c08-961689e0388a

ex:reformulated_query

—

usesParameterbeam/a02ee05d-43ba-4227-8c08-961689e0388a

ex:query

—

createsVariablebeam/a02ee05d-43ba-4227-8c08-961689e0388a

ex:inputs

—

createsVariablebeam/a02ee05d-43ba-4227-8c08-961689e0388a

ex:outputs

—

returnsTypebeam/a02ee05d-43ba-4227-8c08-961689e0388a

ex:TensorIndex

—

returnsIncorrectlybeam/a02ee05d-43ba-4227-8c08-961689e0388a

ex:TensorIndexInsteadOfString

—

calledOnbeam/a02ee05d-43ba-4227-8c08-961689e0388a

ex:reformulator

—

computesbeam/a02ee05d-43ba-4227-8c08-961689e0388a

ex:argmax_of_logits

—

parameterCountbeam/a02ee05d-43ba-4227-8c08-961689e0388a

—

parameterbeam/8a3d9053-ab82-4206-8ea2-43c648648492

query

—

tokenizesbeam/8a3d9053-ab82-4206-8ea2-43c648648492

reformulate: {query}

—

usesbeam/8a3d9053-ab82-4206-8ea2-43c648648492

max_length=512

—

usesbeam/8a3d9053-ab82-4206-8ea2-43c648648492

truncation=True

—

usesbeam/8a3d9053-ab82-4206-8ea2-43c648648492

return_tensors=pt

—

generatesbeam/8a3d9053-ab82-4206-8ea2-43c648648492

outputs

—

decodesbeam/8a3d9053-ab82-4206-8ea2-43c648648492

outputs[0]

—

usesbeam/8a3d9053-ab82-4206-8ea2-43c648648492

skip_special_tokens=True

—

returnsbeam/8a3d9053-ab82-4206-8ea2-43c648648492

reformulated_query

—

isMethodOfbeam/8a3d9053-ab82-4206-8ea2-43c648648492

ex:QueryReformulator

—

callsbeam/8a3d9053-ab82-4206-8ea2-43c648648492

self.tokenizer

—

callsbeam/8a3d9053-ab82-4206-8ea2-43c648648492

self.model.generate

—

callsbeam/8a3d9053-ab82-4206-8ea2-43c648648492

self.tokenizer.decode

—

sequentialStepbeam/8a3d9053-ab82-4206-8ea2-43c648648492

tokenization

—

sequentialStepbeam/8a3d9053-ab82-4206-8ea2-43c648648492

generation

—

sequentialStepbeam/8a3d9053-ab82-4206-8ea2-43c648648492

decoding

—

usesPromptPrefixbeam/8a3d9053-ab82-4206-8ea2-43c648648492

reformulate:

—

processesbeam/8a3d9053-ab82-4206-8ea2-43c648648492

query

—

returnsbeam/8a3d9053-ab82-4206-8ea2-43c648648492

reformulated-query

—

typebeam/a6561941-c8cb-43cc-816b-d2538bce7ce6

ex:Method

—

parameterbeam/a6561941-c8cb-43cc-816b-d2538bce7ce6

ex:query

—

typebeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:InstanceMethod

—

hasParameterbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:query

—

callsbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:self.tokenizer

—

tokenizerCallArgumentbeam/08880dd4-acd2-4684-9e53-dc73ae969620

return_tensors='pt'

—

callsbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:self.model

—

modelCallArgumentbeam/08880dd4-acd2-4684-9e53-dc73ae969620

**inputs

—

assignsbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:reformulated_query

—

returnsbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:reformulated_query

—

typebeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:Method

—

usesbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:torch.argmax

—

performsbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:text-tokenization

—

performsbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:model-inference

—

performsbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:logits-argmax

—

isDefinedInbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:QueryReformulator-class

—

hasSelfReferencebeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:self

—

isPublicMethodbeam/08880dd4-acd2-4684-9e53-dc73ae969620

true

—

hasDecoratorbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:instance-method

—

hasSideEffectbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:model-inference

—

encapsulatesbeam/08880dd4-acd2-4684-9e53-dc73ae969620

ex:transformation-logic

—

typebeam/7cd5d9de-4c24-42cd-b0f2-3cfef158e806

ex:PythonMethod

—

labelbeam/7cd5d9de-4c24-42cd-b0f2-3cfef158e806

reformulate

—

hasParameterbeam/7cd5d9de-4c24-42cd-b0f2-3cfef158e806

ex:query

—

hasParameterbeam/7cd5d9de-4c24-42cd-b0f2-3cfef158e806

ex:self

—

callsbeam/7cd5d9de-4c24-42cd-b0f2-3cfef158e806

ex:tokenizer

—

callsbeam/7cd5d9de-4c24-42cd-b0f2-3cfef158e806

ex:model.generate

—

callsbeam/7cd5d9de-4c24-42cd-b0f2-3cfef158e806

ex:tokenizer.decode

—

returnsbeam/7cd5d9de-4c24-42cd-b0f2-3cfef158e806

ex:reformulated_query

—

hasReturnStatementbeam/7cd5d9de-4c24-42cd-b0f2-3cfef158e806

ex:reformulated_query

—

typebeam/3affd7a8-7e04-4a36-b2ca-61a9bf87c290

ex:InstanceMethod

—

parameterNamebeam/3affd7a8-7e04-4a36-b2ca-61a9bf87c290

query

—

returnsbeam/3affd7a8-7e04-4a36-b2ca-61a9bf87c290

ex:reformulated_query

—

callsMethodbeam/3affd7a8-7e04-4a36-b2ca-61a9bf87c290

ex:tokenizer.query

—

isMethodOfbeam/3affd7a8-7e04-4a36-b2ca-61a9bf87c290

ex:ReformulationModel

—

isPublicMethodbeam/3affd7a8-7e04-4a36-b2ca-61a9bf87c290

true

—

typebeam/d60ad656-53df-4e07-8834-08ac48ef94c3

ex:InstanceMethod

—

hasParameterbeam/d60ad656-53df-4e07-8834-08ac48ef94c3

ex:query

—