Dontopedia

KPIs

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-18.)

KPIs is Accuracy is a good start, but consider other metrics like BLEU score or even manual inspection for qualitative feedback..

377 facts·133 predicates·129 sources·35 in dispute

Mostly:rdf:type(79), has member(28), includes(24)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

Has Memberin disputehasMember

Includesin disputeincludes

Contains Elementin disputecontainsElement

Has Examplein disputehasExample

Other facts (193)

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.

193 facts
PredicateValueRef
Used forAssess Cluster State[76]
Used forEvaluate Bm25 Performance[90]
Used forSystem Evaluation[100]
Used forPerformance Evaluation[110]
Used forDetect Issues[119]
Used forMitigate Issues[119]
Used forIdentify Trends[123]
Used forIdentify Anomalies[123]
Used forevaluate effectiveness of reformulation[125]
ExampleNet Promoter Score[33]
ExampleCustomer Satisfaction Surveys[33]
ExampleTotal Cost of Ownership[33]
ExampleCost Per Query[33]
ExampleQuery Response Time[33]
ExampleThroughput[33]
ExampleData Breach Incidents[33]
ExampleCompliance Audit Pass Rate[33]
Has KeySearch Time[18]
Has KeyIndexing Time[18]
Has KeyStorage Efficiency[18]
Has KeyScalability[18]
Has KeyEase of Use[18]
Has KeyCost[18]
Categorized Asfinancial[128]
Categorized Asoperational[128]
Categorized Ascustomer[128]
Categorized Asmarket-and-competitive[128]
Categorized Asinnovation-and-growth[128]
Categorized Asother[128]
Conditionally AddsPositive Feedback Metric[117]
Conditionally AddsNegative Feedback Metric[117]
Conditionally AddsTime Completion Metric[117]
Conditionally AddsError Rate Metrics[117]
Conditionally AddsHelp Requests Metrics[117]
Collected byPrometheus[36]
Collected byPrometheus[37]
Collected byPrometheus[69]
Collected byStep 1[121]
Contains Keycpu_usage[87]
Contains Keymemory_usage[87]
Contains KeyImproved Steps[117]
Contains KeyImproved Percentage[117]
Has ElementRecall[20]
Has ElementPrecision[20]
Has ElementF1 Score[20]
PurposeQuantifying Benefits[38]
Purposemeasure-effectiveness[108]
Purposemeasure-effectiveness-of-tuning-process[108]
MeasuresBenefits of Architecture Improvements[38]
MeasuresPerformance Improvements[39]
MeasuresAccuracy Score[126]
Contains MemberRecall[43]
Contains MemberPrecision[43]
Contains MemberF1 Score[43]
Has CategoryOperation Performance[74]
Has CategorySystem Load[74]
Has CategoryEnvironment[74]
Returned byGet Auth Metrics Function[78]
Returned byCalculate Metrics[118]
Returned byCalculate Metrics[124]
Quality Requirementmeasurable[128]
Quality Requirementactionable[128]
Quality Requirementreliable[128]
Monitored byCloud Watch[14]
Monitored byPrometheus[97]
Should CaptureRisk State[28]
Should CaptureRisk Severity[28]
Have PurposeTrack Risk State[28]
Have PurposeTrack Risk Severity[28]
Visualized inGrafana[36]
Visualized inKibana[116]
Is Collected byPrometheus[36]
Is Collected byPrometheus[89]
Stored inMonitoring Index[37]
Stored inInfluxdb[66]
AssessesPerformance[49]
AssessesReliability[49]
Sent toPrometheus[58]
Sent toKafka Producer[88]
Viewed bySolr Admin Ui[75]
Viewed byUser[122]
Used inStep 1[100]
Used inPerformance Evaluation[110]
Contains FunctionAccuracy Score[111]
Contains FunctionClassification Report[111]
Subject ofEvaluation[115]
Subject ofRefinement[115]
Has Value forImproved Steps Metric[117]
Has Value forImproved Percentage Metric[117]
Collected DuringBenchmarking Phase[123]
Collected DuringProfiling Phase[123]
ConsiderBLEU-score[127]
Considermanual-inspection[127]
Selection Criteriacase-study-relevance[128]
Selection Criteriagoal-alignment[128]
Include Timetime[1]
Include Tokenshow many tokens[1]
Include Costcost of execution[1]
At LevelInfra[2]
Could Be Added toOpencompletion Com[2]

Timeline

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.

includeTimeblah/agentsofempire
time
includeTokensblah/agentsofempire
how many tokens
includeCostblah/agentsofempire
cost of execution
atLevelblah/mcp-tools/part-10
ex:infra
couldBeAddedToblah/mcp-tools/part-10
ex:opencompletion-com
addableblah/mcp-tools/part-10
true
hasModerateCertaintyblah/omega/part-441
true
limitedByblah/omega/part-441
ex:number-of-interactions
areLiveblah/training-and-evals/part-22
null
streamsToblah/training-and-evals/part-22
https://alpha.omegaai.dev/training
evaluatedOnblah/watt-activation/part-60
ex:cleaned-corpus
provideEvidenceForblah/watt-activation/part-211
ex:training-progress
fixedByblah/watt-activation/part-230
ex:xenonfun
describedAsSuckingblah/watt-activation/part-230
ex:wandb-run-srnwita9
knownToSuckAtResolutionblah/watt-activation/part-230
ex:per-step-resolution
areUsefulblah/watt-activation/part-267
true
tellUsefulThingsblah/watt-activation/part-267
true
indicateTrainingStateblah/watt-activation/part-415
ex:step-4056
areCertainblah/watt-activation/part-452
stated values
usesblah/watt-activation/part-456
ex:broadcast-sender
avoidsblah/watt-activation/part-456
ex:polling
areLatestSeenByblah/watt-activation/part-701
ex:xenonfun
indicateProgressblah/watt-activation/part-713
lower BPB
typebeam/01b25920-2c21-47eb-9fd2-acc18e384df5
ex:DataEntity
monitoredBybeam/01b25920-2c21-47eb-9fd2-acc18e384df5
ex:CloudWatch
typebeam/3cca2fbf-b6c9-4756-9e7d-11034944be68
ex:Data
labelbeam/3cca2fbf-b6c9-4756-9e7d-11034944be68
metrics
typebeam/a69de95e-31c3-4093-b05b-cb7f043a2ae1
ex:EvaluationCriteria
typebeam/74cf1528-3381-43e8-ba59-a5594c22d0ca
ex:Variable
labelbeam/74cf1528-3381-43e8-ba59-a5594c22d0ca
metrics
typebeam/9f797393-50e3-41f0-a90a-ffaea027f129
ex:Dictionary
hasKeybeam/9f797393-50e3-41f0-a90a-ffaea027f129
ex:search_time
hasKeybeam/9f797393-50e3-41f0-a90a-ffaea027f129
ex:indexing_time
hasKeybeam/9f797393-50e3-41f0-a90a-ffaea027f129
ex:storage_efficiency
hasKeybeam/9f797393-50e3-41f0-a90a-ffaea027f129
ex:scalability
hasKeybeam/9f797393-50e3-41f0-a90a-ffaea027f129
ex:ease_of_use
hasKeybeam/9f797393-50e3-41f0-a90a-ffaea027f129
ex:cost
nestedInbeam/9f797393-50e3-41f0-a90a-ffaea027f129
ex:results_dictionary
typeblah/agentsofempire/2
ex:MeasurementSystem
labelblah/agentsofempire/2
metrics
includesblah/agentsofempire/2
ex:time-metric
includesblah/agentsofempire/2
ex:cost-of-execution
requiredForblah/agentsofempire/2
ex:agent-skill-badge-system
typebeam/697d8ceb-4767-4332-ba36-3922b2447184
ex:Array
hasElementbeam/697d8ceb-4767-4332-ba36-3922b2447184
ex:recall
hasElementbeam/697d8ceb-4767-4332-ba36-3922b2447184
ex:precision
hasElementbeam/697d8ceb-4767-4332-ba36-3922b2447184
ex:f1_score
elementCountbeam/697d8ceb-4767-4332-ba36-3922b2447184
3
elementTypebeam/697d8ceb-4767-4332-ba36-3922b2447184
string
typebeam/02270271-7d16-431f-b703-290a62ddc97a
ex:Variable
labelbeam/02270271-7d16-431f-b703-290a62ddc97a
metrics
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ex:for-loop-over-average-results
typebeam/bdcfe873-d9b7-4b7f-adbc-69ebfe9b60a8
ex:EvaluationMetric
isTailoredTobeam/bdcfe873-d9b7-4b7f-adbc-69ebfe9b60a8
ex:stakeholders
basedOnbeam/bdcfe873-d9b7-4b7f-adbc-69ebfe9b60a8
ex:stakeholder-input
areTailoredBasedOnbeam/bdcfe873-d9b7-4b7f-adbc-69ebfe9b60a8
ex:stakeholder-input
causebeam/bdcfe873-d9b7-4b7f-adbc-69ebfe9b60a8
ex:evaluation-scores
ensurebeam/bdcfe873-d9b7-4b7f-adbc-69ebfe9b60a8
ex:comprehensive-evaluation
areTailoredTobeam/bdcfe873-d9b7-4b7f-adbc-69ebfe9b60a8
ex:stakeholder-input
containsbeam/7d24b8f5-173a-424e-a5e8-9d6aa381c517
ex:accuracy
typebeam/7d24b8f5-173a-424e-a5e8-9d6aa381c517
ex:Python-list
isTruncatedbeam/7d24b8f5-173a-424e-a5e8-9d6aa381c517
ex:true
hasMemberbeam/25d8d239-8440-4f7c-8331-08501142090c
ex:accuracy
hasMemberbeam/25d8d239-8440-4f7c-8331-08501142090c
ex:scalability
hasMemberbeam/25d8d239-8440-4f7c-8331-08501142090c
ex:maintainability
hasMemberbeam/25d8d239-8440-4f7c-8331-08501142090c
ex:cost
hasCorrespondingScorebeam/25d8d239-8440-4f7c-8331-08501142090c
ex:scores
typebeam/25d8d239-8440-4f7c-8331-08501142090c
ex:List
hasElementTypebeam/25d8d239-8440-4f7c-8331-08501142090c
ex:String
typebeam/2d683b11-1d6a-4a0a-8518-4ac5c8dc8914
ex:DataEntity
labelbeam/2d683b11-1d6a-4a0a-8518-4ac5c8dc8914
System Metrics
typebeam/2a83635e-3fcf-4c3c-b5f6-0563e7048b82
ex:DataEntity
exportedTobeam/66934395-f518-4f12-b5b9-b886ecf43545
ex:prometheus
shouldCapturebeam/15fef5ab-b5cd-4664-aeba-320ce9e4a1a9
ex:risk-state
shouldCapturebeam/15fef5ab-b5cd-4664-aeba-320ce9e4a1a9
ex:risk-severity
capturebeam/15fef5ab-b5cd-4664-aeba-320ce9e4a1a9
ex:risk-state-and-severity
havePurposebeam/15fef5ab-b5cd-4664-aeba-320ce9e4a1a9
ex:track-risk-state
havePurposebeam/15fef5ab-b5cd-4664-aeba-320ce9e4a1a9
ex:track-risk-severity
hasInitialValuebeam/59fddc94-56fd-49f1-b18e-825cfe883063
ex:empty-list
typebeam/b6878ca0-9a69-4de7-9700-1830da12fcc1
ex:Parameter
labelbeam/b6878ca0-9a69-4de7-9700-1830da12fcc1
Metrics
typebeam/f32a2055-91a1-4bb8-9e50-088a0331c326
ex:Concept
labelbeam/f32a2055-91a1-4bb8-9e50-088a0331c326
KPIs
typebeam/521f8218-a478-42f5-91cf-31f08dcfb965
ex:DataArtifact
examplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:Net_Promoter_Score
examplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:Customer_Satisfaction_surveys
examplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:Total_cost_of_ownership
examplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:cost_per_query
examplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:Query_response_time
examplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:throughput
examplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:Data_breach_incidents
examplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:compliance_audit_pass_rate
hasExamplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:Net_Promoter_Score
hasExamplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:Customer_Satisfaction_surveys
hasExamplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:Total_cost_of_ownership
hasExamplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:cost_per_query
hasExamplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:Query_response_time
hasExamplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:throughput
hasExamplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:Data_breach_incidents
hasExamplebeam/bd21a6c7-e8db-4eac-99ed-ad15ef9b8244
ex:compliance_audit_pass_rate
typebeam/5efe5771-ac72-4dfa-a9f6-f0db0ab5561a
ex:MeasurementCollection
hasExamplebeam/0acf193f-bba6-4fc4-97f1-50b40451d43e
ex:query-response-time
hasExamplebeam/0acf193f-bba6-4fc4-97f1-50b40451d43e
ex:throughput
hasExamplebeam/0acf193f-bba6-4fc4-97f1-50b40451d43e
ex:accuracy
typebeam/0acf193f-bba6-4fc4-97f1-50b40451d43e
ex:measurable-quantity
typebeam/852d5f7f-86f1-4557-a00c-7b89b087b547
ex:Data
collectedBybeam/852d5f7f-86f1-4557-a00c-7b89b087b547
ex:prometheus
visualizedInbeam/852d5f7f-86f1-4557-a00c-7b89b087b547
ex:grafana
isCollectedBybeam/852d5f7f-86f1-4557-a00c-7b89b087b547
ex:prometheus
isVisualizedInbeam/852d5f7f-86f1-4557-a00c-7b89b087b547
ex:grafana
storedInbeam/d6a90e9e-28f2-4e6b-bbc3-41f582729e6e
ex:monitoring-index
collectedBybeam/d6a90e9e-28f2-4e6b-bbc3-41f582729e6e
ex:prometheus
visualizedBybeam/d6a90e9e-28f2-4e6b-bbc3-41f582729e6e
ex:grafana
typebeam/dc8d35f4-fbf4-410e-b0d1-5b578a7ce204
ex:SlideContent
labelbeam/dc8d35f4-fbf4-410e-b0d1-5b578a7ce204
Metrics
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ex:documents-processed-per-hour
purposebeam/dc8d35f4-fbf4-410e-b0d1-5b578a7ce204
ex:quantifying-benefits
measuresbeam/dc8d35f4-fbf4-410e-b0d1-5b578a7ce204
ex:benefits-of-architecture-improvements
measuresbeam/ffa367ec-588b-4436-b657-6f58d170df1a
ex:performance-improvements
typebeam/aff9b8f8-f423-420e-b396-06898aac3b72
ex:ObservabilityPractice
typebeam/94b7b8ee-208b-410e-b6b0-208272de931a
ex:OperationalPractice
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:index-size
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:query-latency
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:indexing-time
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:memory-usage
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:storage-size
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:recall-rate
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:precision-rate
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:scalability
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:concurrency-support
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:ease-of-integration
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:community-support
containsElementbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
ex:cost
hasTotalCountbeam/7fe8a152-f4b0-4ead-886d-12532ab7dcc3
12
typebeam/475e93cf-7217-4357-9d01-d4dc6e10f13a
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containsMemberbeam/475e93cf-7217-4357-9d01-d4dc6e10f13a
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ex:scalability
hasMemberbeam/da04535a-2bc8-4334-9bca-f9b43cd01117
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metrics
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infrastructure level
canBeAddedblah/mcp-tools/10
true
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metrics
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metrics
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reference
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vector-of-pairs
scopebeam/2a7dd7b4-1b82-45c5-81f9-9dd9b48707d5
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propertyChangeblah/watt-activation/489
unexpected
typebeam/d18ca554-1a5d-447d-9f9d-d33008bc7e5c
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labelbeam/0e79c5ae-38ad-4a91-8625-41bc2043c22a
Metrics for Evaluation
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metrics
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metrics
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typebeam/957f0a22-687f-49da-b024-f346b576c2e3
ex:MeasurementData
subtopic-ofbeam/957f0a22-687f-49da-b024-f346b576c2e3
ex:real-time-monitoring
typebeam/f365e60c-b880-4c67-b076-4cd432647b8e
ex:Metric

References (129)

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  5. [5]Part 601 fact
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  6. [6]Part 2111 fact
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  7. [7]Part 2303 facts
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  8. [8]Part 2672 facts
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  9. [9]Part 4151 fact
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  10. [10]Part 4521 fact
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  11. [11]Part 4562 facts
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  12. [12]Part 7011 fact
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  13. [13]Part 7131 fact
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  14. ctx:claims/beam/01b25920-2c21-47eb-9fd2-acc18e384df5
  15. ctx:claims/beam/3cca2fbf-b6c9-4756-9e7d-11034944be68
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  98. ctx:claims/beam/b87d8e20-dcd4-4c04-83e5-87d1c4e25c19
  99. ctx:claims/beam/b6abb1e4-1fb5-4b89-83ee-a1ad627ed348
  100. ctx:claims/beam/f8068905-8522-4e7a-9746-bbad05dbfbde
  101. ctx:claims/beam/d02b1e05-c948-4f83-9717-c75f000b3301
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  110. ctx:claims/beam/9af34a20-991a-4988-9479-1ac0bf70b19f
  111. ctx:claims/beam/54a5dd5e-79d0-4e86-abd0-29ff01fde16c
  112. ctx:claims/beam/015c5023-ca31-419e-93cf-0713ac674694
  113. ctx:claims/beam/3debcb1a-f247-4382-8682-a42df9e35177
  114. ctx:claims/beam/fe5b22b9-de5a-42a8-ae33-5d8f47d014d6
  115. ctx:claims/beam/7b62919a-b2ca-4cf8-b88d-a41b842c812a
  116. ctx:claims/beam/2e1f8511-ec80-4b0b-ab4a-dcc00cf63376
  117. ctx:claims/beam/430c011b-5dc5-4876-bf69-6ebf3c5ea1e9
  118. ctx:claims/beam/fc99e50e-3d63-4154-a14f-d4ea21cb0751
  119. ctx:claims/beam/fb486ec4-64e1-465a-8c8f-bc60e8cf1500
  120. ctx:claims/beam/ecc90d51-9fea-4edc-9352-abb717567607
  121. ctx:claims/beam/e5638016-5045-49ca-ad5f-f57d657fd3f1
  122. ctx:claims/beam/b8035d28-2499-4a97-afbd-1015c06a1d90
  123. ctx:claims/beam/67742781-984a-44f8-abc5-1c8e3208912d
  124. ctx:claims/beam/61ae23d0-4b72-4e1b-8fc3-fee9580276ea
  125. ctx:claims/beam/94b71abb-c2e9-4f49-8ab9-0a98e847ccef
  126. ctx:claims/beam/ce0f55dd-9ca3-4195-8687-3038402b1bd0
  127. ctx:claims/beam/def76ff6-2bde-4a52-89e8-8d3cb6d99b74
  128. ctx:claims/lme/b34d8a9b-6767-44f4-9b5e-fede60abe21a
  129. ctx:claims/lme/1218345c-163f-4271-8523-6670f2c6f2f0

See also

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