Filtering

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)

Filtering is Stage for filtering the results.

61 facts·39 predicates·17 sources·4 in dispute

Mostly:rdf:type(14), precedes(3), receives from(3)

Employed by`employedBy`

Query Optimization^[9]sourceall time · Cff5f69f F6eb 4e8c Abe6 2b7102777867

Rdf:typein dispute`rdf:type`

Feature^[2]sourceall time · A69de95e 31c3 4093 B05b Cb7f043a2ae1
Feature^[3]all time · 954b1e10 D9d0 40f4 8362 6be9751fd66a
Benefit^[4]all time · 09c72506 669c 4172 A1e1 5f6a3ba7122b
Purpose^[5]all time · Aed5fa2e Dc19 4ea4 B976 Ff423572a067
Operation^[5]all time · Aed5fa2e Dc19 4ea4 B976 Ff423572a067
Feature^[6]all time · Bca4d8e6 8a3d 471c B960 0fae3254e154
Complex Operation^[7]all time · Dd064674 37b1 4f57 Ad58 28af115a4278
Search Technique^[9]all time · Cff5f69f F6eb 4e8c Abe6 2b7102777867
Query Expansion Technique^[12]sourceall time · 18cf1b77 Ea16 4bc0 Af54 2a32d0027b67
Pipeline Stage^[13]all time · 43356970 B35b 44df Adf9 35d365157198

Inbound mentions (58)

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.

`includes`Includes(4)

Complex Operationsex:complex_operations
Complex Queriesex:complex-queries
Featuresex:features
Optimize Query Pointoptimize-query-point

`precedes`Precedes(3)

Rewritingex:rewriting
Rewritingex:rewriting
Rewritingex:rewriting

`connectedTo`Connected to(2)

Network Switchex:network-switch
Rewritingex:rewriting

`function`Function(2)

Formula Purposeex:formula-purpose
Viewsex:views

`hasComponent`Has Component(2)

Data Pipelineex:data-pipeline
Systemex:system

`hasFeature`Has Feature(2)

Logs Page Uiex:logs-page-ui
Milvusex:Milvus

`hasMember`Has Member(2)

Complex Operations Groupex:complex_operations_group
Pipeline Stagesex:pipeline-stages

`hasStage`Has Stage(2)

Query Rewriting Pipelineex:query-rewriting-pipeline
Query Rewriting Pipelineex:query_rewriting_pipeline

`receivesFrom`Receives From(2)

Rankingex:ranking
Rankingex:ranking

`usedFor`Used for(2)

Seqex:seq
Task Categorizationex:task-categorization

`achievedBy`Achieved by(1)

Elasticsearch Query Optimizationex:elasticsearch-query-optimization

`action`Action(1)

Threshold Filteringex:threshold_filtering

`benefit`Benefit(1)

Categorizationex:categorization

`collectsMetricsFrom`Collects Metrics From(1)

Monitoringex:monitoring

`combinedWith`Combined With(1)

Truncationex:truncation

`connectsTo`Connects to(1)

Network Switchex:network-switch

`contains`Contains(1)

Query Processing Pipelineex:query-processing-pipeline

`containsRecommendation`Contains Recommendation(1)

Section 1 Query Optimizationex:section-1-query-optimization

`distributesTo`Distributes to(1)

Kafka Queueex:kafka-queue

`employs`Employs(1)

Query Optimizationex:query-optimization

`enables`Enables(1)

Labels Custom Fieldsex:labels-custom-fields

`enablesBetter`Enables Better(1)

Structured Loggingex:structured-logging

`follows`Follows(1)

Rankingex:ranking

`hasTechnique`Has Technique(1)

Query Expansion Strategyex:query-expansion-strategy

`improves`Improves(1)

Typeex:type

`keptFunctionality`Kept Functionality(1)

Omega Arbiter Logs Pageex:omega-arbiter-logs-page

`managesContent`Manages Content(1)

Azure Openaiex:azure-openai

`monitors`Monitors(1)

Monitoringex:monitoring

`originatesFrom`Originates From(1)

Filtered Resultsex:filtered-results

`outputsTo`Outputs to(1)

Rewritingex:rewriting

`passesTo`Passes to(1)

Rewritingex:rewriting

`performsOperation`Performs Operation(1)

Retrieve Documents Methodex:retrieve-documents-method

`presupposesPriorExistence`Presupposes Prior Existence(1)

Kept Functionalityex:keptFunctionality

`processStep`Process Step(1)

Hemp Usage Method Iex:hemp-usage-method-i

`purpose`Purpose(1)

Stop Wordsex:STOP_WORDS

`recommends`Recommends(1)

Query Optimizationex:query-optimization

`requiresFastProcessing`Requires Fast Processing(1)

Ajaxdavisex:ajaxdavis

`requiresNoHallucinations`Requires No Hallucinations(1)

Ajaxdavisex:ajaxdavis

`requiresNoMisses`Requires No Misses(1)

Ajaxdavisex:ajaxdavis

`sourceNode`Source Node(1)

Logging Edgeex:logging-edge

`supportsFeature`Supports Feature(1)

Filters Parameterex:filters-parameter

`supportsOperation`Supports Operation(1)

Pandasex:pandas

`threatenedBy`Threatened by(1)

Innovationex:innovation

`transmitsTo`Transmits to(1)

Rewritingex:rewriting

`usedToRepresent`Used to Represent(1)

Postgre Sqlex:PostgreSQL

Other facts (41)

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.

41 facts

Predicate	Value	Ref
Precedes	Ranking	[14]
Precedes	Ranking	[16]
Precedes	Ranking	[17]
Receives From	Kafka Queue	[15]
Receives From	Rewriting	[16]
Receives From	Rewriting	[17]
Causes Stifling of	Innovation	[1]
Potentially	Stifles Innovation	[1]
Is Offered by by	Milvus	[2]
Is Instance of	Benefit	[4]
Filters	delayed_queries > 0	[8]
Purpose	Reduce Searched Documents	[9]
Uses Context	filter-context	[10]
Applies to	cacheable-conditions	[10]
Example Condition	term-queries	[10]
Applied to	Synonyms From Word Net	[11]
Combined With	Truncation	[12]
Connected to	Ranking	[14]
Outputs to	Ranking	[14]
Has Logging	Logging	[15]
Description	Stage for filtering the results	[15]
Is Connected to	Network Switch	[15]
Logging Edge Label	Logs	[15]
Part of	System	[15]
Processing Order	6	[15]
Logging Connection Syntax	Edge(label="Logs")	[15]
Parallel With	Ranking	[15]
Transmits to	Ranking	[16]
Transmits Data of	Filtered Results	[16]
Follows	Rewriting	[16]
Has Metrics	true	[16]
Has Logs	false	[16]
Consumes	Rewritten Query	[16]
Produces	Filtered Results	[16]
Variable Name	filtering	[16]
Monitored by	Monitoring	[16]
Passes to	Ranking	[17]
Processed Output	Filtered Results	[17]
Has Position	4	[17]
Is Part of	Query Processing Pipeline	[17]
Role	result filtering	[17]

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.

61 undated

—

causesStiflingOfblah/safiersemantics/part-37

ex:innovation

—

potentiallyblah/safiersemantics/part-37

stifles-innovation

—

typebeam/a69de95e-31c3-4093-b05b-cb7f043a2ae1

ex:Feature

—

isOfferedByBybeam/a69de95e-31c3-4093-b05b-cb7f043a2ae1

ex:Milvus

—

typebeam/954b1e10-d9d0-40f4-8362-6be9751fd66a

ex:Feature

—

typebeam/09c72506-669c-4172-a1e1-5f6a3ba7122b

ex:Benefit

—

isInstanceOfbeam/09c72506-669c-4172-a1e1-5f6a3ba7122b

ex:benefit

—

typebeam/aed5fa2e-dc19-4ea4-b976-ff423572a067

ex:Purpose

—

typebeam/aed5fa2e-dc19-4ea4-b976-ff423572a067

ex:Operation

—

typebeam/bca4d8e6-8a3d-471c-b960-0fae3254e154

ex:Feature

—

labelbeam/bca4d8e6-8a3d-471c-b960-0fae3254e154

Filtering

—

typebeam/dd064674-37b1-4f57-ad58-28af115a4278

ex:Complex_Operation

—

filtersbeam/9e7b4505-0e17-45e0-b233-db0dd53d364a

delayed_queries > 0

—

typebeam/cff5f69f-f6eb-4e8c-abe6-2b7102777867

ex:SearchTechnique

—

purposebeam/cff5f69f-f6eb-4e8c-abe6-2b7102777867

ex:reduce-searched-documents

—

employedBybeam/cff5f69f-f6eb-4e8c-abe6-2b7102777867

ex:query-optimization

—

usesContextbeam/0a897c70-56d8-4e88-b17d-18d28ded0319

filter-context

—

appliesTobeam/0a897c70-56d8-4e88-b17d-18d28ded0319

cacheable-conditions

—

exampleConditionbeam/0a897c70-56d8-4e88-b17d-18d28ded0319

term-queries

—

appliedTobeam/9c2b6dcb-9ea6-4246-902b-31b3a25aab39

ex:synonyms from WordNet

—

typebeam/18cf1b77-ea16-4bc0-af54-2a32d0027b67

ex:query-expansion-technique

—

combinedWithbeam/18cf1b77-ea16-4bc0-af54-2a32d0027b67

ex:truncation

—

typebeam/43356970-b35b-44df-adf9-35d365157198

ex:PipelineStage

—

typebeam/96127bec-cc40-42c0-9bae-c4bf50bfee33

ex:PipelineStage

—

labelbeam/96127bec-cc40-42c0-9bae-c4bf50bfee33

Filtering

—

connectedTobeam/96127bec-cc40-42c0-9bae-c4bf50bfee33

ex:ranking

—

precedesbeam/96127bec-cc40-42c0-9bae-c4bf50bfee33

ex:ranking

—

outputsTobeam/96127bec-cc40-42c0-9bae-c4bf50bfee33

ex:ranking

—

typebeam/c57c3767-f560-4a13-90f7-f92403d7acf9

ex:Stage

—

labelbeam/c57c3767-f560-4a13-90f7-f92403d7acf9

Filtering

—

hasLoggingbeam/c57c3767-f560-4a13-90f7-f92403d7acf9

ex:logging

—

descriptionbeam/c57c3767-f560-4a13-90f7-f92403d7acf9

Stage for filtering the results

—

receivesFrombeam/c57c3767-f560-4a13-90f7-f92403d7acf9

ex:kafka-queue

—

isConnectedTobeam/c57c3767-f560-4a13-90f7-f92403d7acf9

ex:network-switch

—

loggingEdgeLabelbeam/c57c3767-f560-4a13-90f7-f92403d7acf9

Logs

—

partOfbeam/c57c3767-f560-4a13-90f7-f92403d7acf9

ex:system

—

processingOrderbeam/c57c3767-f560-4a13-90f7-f92403d7acf9

—

loggingConnectionSyntaxbeam/c57c3767-f560-4a13-90f7-f92403d7acf9

Edge(label="Logs")

—

parallelWithbeam/c57c3767-f560-4a13-90f7-f92403d7acf9

ex:ranking

—

typebeam/f894f707-08a7-4b95-946d-539df014cef4

ex:ProcessingStage

—

labelbeam/f894f707-08a7-4b95-946d-539df014cef4

Filtering

—

receivesFrombeam/f894f707-08a7-4b95-946d-539df014cef4

ex:rewriting

—

transmitsTobeam/f894f707-08a7-4b95-946d-539df014cef4

ex:ranking

—

transmitsDataOfbeam/f894f707-08a7-4b95-946d-539df014cef4

Filtered Results

—

followsbeam/f894f707-08a7-4b95-946d-539df014cef4

ex:rewriting

—

precedesbeam/f894f707-08a7-4b95-946d-539df014cef4

ex:ranking

—

hasMetricsbeam/f894f707-08a7-4b95-946d-539df014cef4

true

—

hasLogsbeam/f894f707-08a7-4b95-946d-539df014cef4

false

—

consumesbeam/f894f707-08a7-4b95-946d-539df014cef4

ex:rewritten-query

—

producesbeam/f894f707-08a7-4b95-946d-539df014cef4

ex:filtered-results

—

variableNamebeam/f894f707-08a7-4b95-946d-539df014cef4

filtering

—

monitoredBybeam/f894f707-08a7-4b95-946d-539df014cef4

ex:monitoring

—

typebeam/9dbd6dae-2586-4a63-ab38-636cb959c1c0

ex:PipelineStage

—

labelbeam/9dbd6dae-2586-4a63-ab38-636cb959c1c0

Filtering

—

receivesFrombeam/9dbd6dae-2586-4a63-ab38-636cb959c1c0

ex:rewriting

—

passesTobeam/9dbd6dae-2586-4a63-ab38-636cb959c1c0

ex:ranking

—

processedOutputbeam/9dbd6dae-2586-4a63-ab38-636cb959c1c0

ex:filtered-results

—

hasPositionbeam/9dbd6dae-2586-4a63-ab38-636cb959c1c0

—

isPartOfbeam/9dbd6dae-2586-4a63-ab38-636cb959c1c0

ex:query-processing-pipeline

—

precedesbeam/9dbd6dae-2586-4a63-ab38-636cb959c1c0

ex:ranking

—

rolebeam/9dbd6dae-2586-4a63-ab38-636cb959c1c0

result filtering

References (17)

17 references

[1]Part 372 facts
ctx:discord/blah/safiersemantics/part-37
[2]A69de95e 31c3 4093 B05b Cb7f043a2ae12 facts
ctx:claims/beam/a69de95e-31c3-4093-b05b-cb7f043a2ae1
- full textbeam-chunk
  text/plain979 Bdoc:beam/a69de95e-31c3-4093-b05b-cb7f043a2ae1
  Show excerpt
  - **Ease of Use**: Subjective evaluation based on documentation and API simplicity. - **Cost**: Depends on the pricing model of the library. 3. **Comparison**: - Compare the metrics for Pinecone, Faiss, and Milvus. ### Key Differ…
[3]954b1e10 D9d0 40f4 8362 6be9751fd66a1 fact
ctx:claims/beam/954b1e10-d9d0-40f4-8362-6be9751fd66a
- full textbeam-chunk
  text/plain1 KBdoc:beam/954b1e10-d9d0-40f4-8362-6be9751fd66a
  Show excerpt
  - **Milvus**: Offers a wide range of features including advanced indexing algorithms, filtering, and support for multiple vector similarity metrics. 4. **Ease of Use**: - **Pinecone**: User-friendly with a straightforward API. - *…
[4]09c72506 669c 4172 A1e1 5f6a3ba7122b2 facts
ctx:claims/beam/09c72506-669c-4172-a1e1-5f6a3ba7122b
[5]Aed5fa2e Dc19 4ea4 B976 Ff423572a0672 facts
ctx:claims/beam/aed5fa2e-dc19-4ea4-b976-ff423572a067
- full textbeam-chunk
  text/plain1 KBdoc:beam/aed5fa2e-dc19-4ea4-b976-ff423572a067
  Show excerpt
  - Task 2: 5 story points - Task 3: 2 story points 4. **Create a Sprint Backlog**: - Start a new sprint or add tasks to an existing sprint. - Drag and drop tasks from the backlog to the sprint board. 5. **Prioritize Based o…
[6]Bca4d8e6 8a3d 471c B960 0fae3254e1542 facts
ctx:claims/beam/bca4d8e6-8a3d-471c-b960-0fae3254e154
- full textbeam-chunk
  text/plain1 KBdoc:beam/bca4d8e6-8a3d-471c-b960-0fae3254e154
  Show excerpt
  "query": "example query", "parameters": { "limit": 10, "offset": 0, "sort_by": "relevance", "filters": { "category": "books", "price_range": "10-50" } } } ``` * **Response**: JSO…
[7]Dd064674 37b1 4f57 Ad58 28af115a42781 fact
ctx:claims/beam/dd064674-37b1-4f57-ad58-28af115a4278
- full textbeam-chunk
  text/plain1 KBdoc:beam/dd064674-37b1-4f57-ad58-28af115a4278
  Show excerpt
  [Turn 3295] Assistant: That sounds like a great plan! Using Pandas for now is a practical choice given its ease of use and efficiency for moderate-sized datasets. It will allow you to get started quickly and handle your current needs effect…
[8]9e7b4505 0e17 45e0 B233 Db0dd53d364a1 fact
ctx:claims/beam/9e7b4505-0e17-45e0-b233-db0dd53d364a
- full textbeam-chunk
  text/plain1 KBdoc:beam/9e7b4505-0e17-45e0-b233-db0dd53d364a
  Show excerpt
  import matplotlib.pyplot as plt # Simulation parameters num_queries = 1000 latency_mean = 300 # ms latency_stddev = 50 # ms query_distribution = np.random.uniform(0, 1, num_queries) # Simulate latency latencies = np.random.normal(latenc…
[9]Cff5f69f F6eb 4e8c Abe6 2b71027778673 facts
ctx:claims/beam/cff5f69f-f6eb-4e8c-abe6-2b7102777867
- full textbeam-chunk
  text/plain1 KBdoc:beam/cff5f69f-f6eb-4e8c-abe6-2b7102777867
  Show excerpt
  [Turn 5133] Assistant: Assessing search latency in Solr can be influenced by several factors, including hardware specifications, indexing strategies, query complexity, and configuration settings. Given that you're seeing an average latency …
[10]0a897c70 56d8 4e88 B17d 18d28ded03193 facts
ctx:claims/beam/0a897c70-56d8-4e88-b17d-18d28ded0319
- full textbeam-chunk
  text/plain1 KBdoc:beam/0a897c70-56d8-4e88-b17d-18d28ded0319
  Show excerpt
  I'm seeing an average latency of 200ms, which seems a bit high ->-> 6,12 [Turn 5145] Assistant: Certainly! Reducing query latency in Elasticsearch involves several strategies, including optimizing your query, tuning your index settings, an…
[11]9c2b6dcb 9ea6 4246 902b 31b3a25aab391 fact
ctx:claims/beam/9c2b6dcb-9ea6-4246-902b-31b3a25aab39
[12]18cf1b77 Ea16 4bc0 Af54 2a32d0027b672 facts
ctx:claims/beam/18cf1b77-ea16-4bc0-af54-2a32d0027b67
- full textbeam-chunk
  text/plain1 KBdoc:beam/18cf1b77-ea16-4bc0-af54-2a32d0027b67
  Show excerpt
  - **Combine Truncation and Filtering**: Apply both truncation and filtering techniques to ensure the expanded query remains concise and relevant. ### Example Implementation Here's an example implementation that incorporates these strat…
[13]43356970 B35b 44df Adf9 35d3651571981 fact
ctx:claims/beam/43356970-b35b-44df-adf9-35d365157198
- full textbeam-chunk
  text/plain1 KBdoc:beam/43356970-b35b-44df-adf9-35d365157198
  Show excerpt
  [Turn 6918] User: I'm designing a data flow diagram for my query rewriting pipeline, which consists of 6 pipeline stages. Each stage is responsible for a specific task, such as tokenization, entity recognition, and synonym expansion. I want…
[14]96127bec Cc40 42c0 9bae C4bf50bfee335 facts
ctx:claims/beam/96127bec-cc40-42c0-9bae-c4bf50bfee33
- full textbeam-chunk
  text/plain1 KBdoc:beam/96127bec-cc40-42c0-9bae-c4bf50bfee33
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  entity_recognition >> Edge(label="Entities") >> synonym_expansion synonym_expansion >> Edge(label="Synonyms") >> rewriting rewriting >> Edge(label="Rewritten Query") >> filtering filtering >> Edge(label="Filtered Results") >…
[15]C57c3767 F560 4a13 90f7 F92403d7acf911 facts
ctx:claims/beam/c57c3767-f560-4a13-90f7-f92403d7acf9
[16]F894f707 08a7 4b95 946d 539df014cef413 facts
ctx:claims/beam/f894f707-08a7-4b95-946d-539df014cef4
- full textbeam-chunk
  text/plain1 KBdoc:beam/f894f707-08a7-4b95-946d-539df014cef4
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  results_db = PostgreSQL("Results") # Define the message queues kafka_queue = Kafka("Kafka Queue") # Define the data flows tokenization >> Edge(label="Tokens") >> kafka_queue kafka_queue >> Edge(label="Token…
[17]9dbd6dae 2586 4a63 Ab38 636cb959c1c09 facts
ctx:claims/beam/9dbd6dae-2586-4a63-ab38-636cb959c1c0
- full textbeam-chunk
  text/plain1 KBdoc:beam/9dbd6dae-2586-4a63-ab38-636cb959c1c0
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  - Entities are passed from `Entity Recognition` to `Synonym Expansion`. - Synonyms are passed from `Synonym Expansion` to `Rewriting`. - Rewritten queries are passed from `Rewriting` to `Filtering`. - Filtered results are passed…

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Employed byemployedBy

Rdf:typein disputerdf:type

Inbound mentions (58)

includesIncludes(4)

precedesPrecedes(3)

connectedToConnected to(2)

functionFunction(2)

hasComponentHas Component(2)

hasFeatureHas Feature(2)

hasMemberHas Member(2)

hasStageHas Stage(2)

receivesFromReceives From(2)

usedForUsed for(2)

achievedByAchieved by(1)

actionAction(1)

benefitBenefit(1)

collectsMetricsFromCollects Metrics From(1)

combinedWithCombined With(1)

connectsToConnects to(1)

containsContains(1)

containsRecommendationContains Recommendation(1)

distributesToDistributes to(1)

employsEmploys(1)

enablesEnables(1)

enablesBetterEnables Better(1)

followsFollows(1)

hasTechniqueHas Technique(1)

improvesImproves(1)

keptFunctionalityKept Functionality(1)

managesContentManages Content(1)

monitorsMonitors(1)

originatesFromOriginates From(1)

outputsToOutputs to(1)

passesToPasses to(1)

performsOperationPerforms Operation(1)

presupposesPriorExistencePresupposes Prior Existence(1)

processStepProcess Step(1)

purposePurpose(1)

recommendsRecommends(1)

requiresFastProcessingRequires Fast Processing(1)

requiresNoHallucinationsRequires No Hallucinations(1)

requiresNoMissesRequires No Misses(1)

sourceNodeSource Node(1)

supportsFeatureSupports Feature(1)

supportsOperationSupports Operation(1)

threatenedByThreatened by(1)

transmitsToTransmits to(1)

usedToRepresentUsed to Represent(1)

Other facts (41)

Timeline

References (17)

See also

Keep researching

Employed by`employedBy`

Rdf:typein dispute`rdf:type`

`includes`Includes(4)

`precedes`Precedes(3)

`connectedTo`Connected to(2)

`function`Function(2)

`hasComponent`Has Component(2)

`hasFeature`Has Feature(2)

`hasMember`Has Member(2)

`hasStage`Has Stage(2)

`receivesFrom`Receives From(2)

`usedFor`Used for(2)

`achievedBy`Achieved by(1)

`action`Action(1)

`benefit`Benefit(1)

`collectsMetricsFrom`Collects Metrics From(1)

`combinedWith`Combined With(1)

`connectsTo`Connects to(1)

`contains`Contains(1)

`containsRecommendation`Contains Recommendation(1)

`distributesTo`Distributes to(1)

`employs`Employs(1)

`enables`Enables(1)

`enablesBetter`Enables Better(1)

`follows`Follows(1)

`hasTechnique`Has Technique(1)

`improves`Improves(1)

`keptFunctionality`Kept Functionality(1)

`managesContent`Manages Content(1)

`monitors`Monitors(1)

`originatesFrom`Originates From(1)

`outputsTo`Outputs to(1)

`passesTo`Passes to(1)

`performsOperation`Performs Operation(1)

`presupposesPriorExistence`Presupposes Prior Existence(1)

`processStep`Process Step(1)

`purpose`Purpose(1)

`recommends`Recommends(1)

`requiresFastProcessing`Requires Fast Processing(1)

`requiresNoHallucinations`Requires No Hallucinations(1)

`requiresNoMisses`Requires No Misses(1)

`sourceNode`Source Node(1)

`supportsFeature`Supports Feature(1)

`supportsOperation`Supports Operation(1)

`threatenedBy`Threatened by(1)

`transmitsTo`Transmits to(1)

`usedToRepresent`Used to Represent(1)