train.csv

anchor,positive,score,category
"Know NamedEntityExtraction","extract entity",0.9,"knowledge_policy"
"Know RelationshipExtraction","extract relationship",0.9,"knowledge_policy"
"Know FactExtraction","extract fact",0.9,"knowledge_policy"
"Know EventExtraction","extract fact",0.9,"knowledge_policy"
"Know ConceptExtraction","extract entity",0.9,"knowledge_policy"
"Know TableExtraction","extract fact",0.9,"knowledge_policy"
"Know EntityEnrichment","enrich entity",0.9,"knowledge_policy"
"Know EntityLinking","link entities",0.9,"knowledge_policy"
"Know SemanticEnrichment","embed semantic",0.9,"knowledge_policy"
"Know TemporalEnrichment","temporal anchor",0.9,"knowledge_policy"
"Know FactVerification","verify fact",0.9,"knowledge_policy"
"Know ConsistencyValidation","resolve conflict",0.9,"knowledge_policy"
"Know SourceCredibility","provenance track",0.9,"knowledge_policy"
"Know DuplicateDetection","resolve conflict",0.9,"knowledge_policy"
"Know FreshnessValidation","verify fact",0.9,"knowledge_policy"
"Know OntologyCreation","create ontology",0.9,"knowledge_policy"
"Know TaxonomyBuilding","build taxonomy",0.9,"knowledge_policy"
"Know ConceptClustering","cluster concepts",0.9,"knowledge_policy"
"Know DocumentClassification","classify document",0.9,"knowledge_policy"
"Know KnowledgeIndexing","index knowledge",0.9,"knowledge_policy"
"Know CrossSourceIntegration","link entities",0.9,"knowledge_policy"
"Know OntologyAlignment","create ontology",0.9,"knowledge_policy"
"Know FederatedKnowledge","link entities",0.9,"knowledge_policy"
"Know KnowledgeFusion","resolve conflict",0.9,"knowledge_policy"
"Know IncrementalIntegration","link entities",0.9,"knowledge_policy"
"Know SchemaTranslation","translate schema",0.9,"knowledge_policy"
"Know ContentSummarization","summarize content",0.9,"knowledge_policy"
"Know GraphToText","custom knowledge",0.9,"knowledge_policy"
"Know TextToGraph","extract relationship",0.9,"knowledge_policy"
"Know EmbeddingTransformation","embed semantic",0.9,"knowledge_policy"
"Know VersionControl","provenance track",0.9,"knowledge_policy"
"Know BackupArchival","custom knowledge",0.9,"knowledge_policy"
"Know ProvenanceTracking","provenance track",0.9,"knowledge_policy"
"Know SnapshotCreation","custom knowledge",0.9,"knowledge_policy"
"Know DataRetention","custom knowledge",0.9,"knowledge_policy"
"Know APIExposure","custom knowledge",0.9,"knowledge_policy"
"Know ReportGeneration","summarize content",0.9,"knowledge_policy"
"Know NotificationDispatch","custom knowledge",0.9,"knowledge_policy"
"Know DataExport","translate schema",0.9,"knowledge_policy"
"Know SyndicationFeed","custom knowledge",0.9,"knowledge_policy"
"Know QuestionAnswering","custom knowledge",0.9,"knowledge_policy"
"Know SemanticSearch","index knowledge",0.9,"knowledge_policy"
"Know KnowledgeGraphCompletion","extract relationship",0.9,"knowledge_policy"
"Know ContextualRecommendation","custom knowledge",0.9,"knowledge_policy"
"Know TopicModeling","cluster concepts",0.9,"knowledge_policy"
"Know SentimentExtraction","extract fact",0.9,"knowledge_policy"
"Know ChangeDetection","verify fact",0.9,"knowledge_policy"
"Know MultilingualSupport","translate schema",0.9,"knowledge_policy"
"Know CausalKnowledgeExtraction","extract relationship",0.9,"knowledge_policy"
"Know KnowledgeEvolution","temporal anchor",0.9,"knowledge_policy"
"Intel AnomalyPatternDetection","learn pattern",0.9,"intelligence_policy"
"Intel SequencePatternMining","learn pattern",0.9,"intelligence_policy"
"Intel GraphPatternRecognition","learn pattern",0.9,"intelligence_policy"
"Intel TemporalPatternLearning","learn pattern",0.9,"intelligence_policy"
"Intel TextPatternExtraction","learn pattern",0.9,"intelligence_policy"
"Intel CausalReasoningEngine","infer relationship",0.9,"intelligence_policy"
"Intel LogicalInferenceChain","validate reasoning",0.9,"intelligence_policy"
"Intel AnalogicalReasoning","transfer learning",0.9,"intelligence_policy"
"Intel AbductiveHypothesis","generate hypothesis",0.9,"intelligence_policy"
"Intel ProbabilisticReasoning","predict outcome",0.9,"intelligence_policy"
"Intel TimeSeriesPrediction","predict outcome",0.9,"intelligence_policy"
"Intel EventPrediction","predict outcome",0.9,"intelligence_policy"
"Intel BehaviorPrediction","predict outcome",0.9,"intelligence_policy"
"Intel RiskPrediction","predict outcome",0.9,"intelligence_policy"
"Intel TrendPrediction","predict outcome",0.9,"intelligence_policy"
"Intel ResourceOptimization","optimize weights",0.9,"intelligence_policy"
"Intel HyperparameterOptimization","optimize weights",0.9,"intelligence_policy"
"Intel QueryOptimization","adapt strategy",0.9,"intelligence_policy"
"Intel SchedulingOptimization","optimize weights",0.9,"intelligence_policy"
"Intel MultiObjectiveOptimization","optimize weights",0.9,"intelligence_policy"
"Intel ContextualAdaptation","adapt strategy",0.9,"intelligence_policy"
"Intel PersonalizationAdaptation","update model",0.9,"intelligence_policy"
"Intel DomainAdaptation","transfer learning",0.9,"intelligence_policy"
"Intel LoadAdaptation","adapt strategy",0.9,"intelligence_policy"
"Intel FeedbackAdaptation","update model",0.9,"intelligence_policy"
"Intel InformationFusion","merge concepts",0.9,"intelligence_policy"
"Intel KnowledgeSynthesis","infer relationship",0.9,"intelligence_policy"
"Intel NarrativeSynthesis","custom intelligence",0.9,"intelligence_policy"
"Intel InsightSynthesis","generate hypothesis",0.9,"intelligence_policy"
"Intel CrossModalSynthesis","merge concepts",0.9,"intelligence_policy"
"Intel ConceptAbstraction","merge concepts",0.9,"intelligence_policy"
"Intel FeatureAbstraction","learn pattern",0.9,"intelligence_policy"
"Intel RuleAbstraction","learn pattern",0.9,"intelligence_policy"
"Intel SchemaAbstraction","split concept",0.9,"intelligence_policy"
"Intel PrototypeAbstraction","merge concepts",0.9,"intelligence_policy"
"Intel PerformanceMonitoring","meta analyze",0.9,"intelligence_policy"
"Intel UncertaintyAwareness","calibrate confidence",0.9,"intelligence_policy"
"Intel LearningProgress","meta analyze",0.9,"intelligence_policy"
"Intel KnowledgeGapDetection","generate hypothesis",0.9,"intelligence_policy"
"Intel BiasDetection","meta analyze",0.9,"intelligence_policy"
"Intel ExplainabilityGeneration","validate reasoning",0.9,"intelligence_policy"
"Intel ActiveLearning","train classifier",0.9,"intelligence_policy"
"Intel ContinualLearning","update model",0.9,"intelligence_policy"
"Intel FewShotLearning","train classifier",0.9,"intelligence_policy"
"Intel ReinforcementOptimization","adapt strategy",0.9,"intelligence_policy"
"Intel DistilledKnowledge","prune knowledge",0.9,"intelligence_policy"
"Intel NeuroSymbolicReasoning","infer relationship",0.9,"intelligence_policy"
"Intel AttentionMechanism","learn pattern",0.9,"intelligence_policy"
"Intel GraphReasoningEngine","infer relationship",0.9,"intelligence_policy"
"Intel EmergentBehaviorDetection","meta analyze",0.9,"intelligence_policy"
"strategic planning","roadmap development",0.92,"consulting_terminology"
"market analysis","competitive intelligence",0.9,"consulting_terminology"
"due diligence","target assessment",0.92,"consulting_terminology"
"synergy identification","value capture",0.88,"consulting_terminology"
"integration planning","merger execution",0.9,"consulting_terminology"
"operational excellence","process optimization",0.92,"consulting_terminology"
"digital transformation","technology modernization",0.88,"consulting_terminology"
"cost reduction","efficiency improvement",0.9,"consulting_terminology"
"value creation","EBITDA improvement",0.85,"consulting_terminology"
"go to market strategy","market entry plan",0.92,"consulting_terminology"
"DCF valuation","discounted cash flow analysis",0.95,"consulting_terminology"
"working capital optimization","cash flow management",0.88,"consulting_terminology"
"financial due diligence","quality of earnings",0.9,"consulting_terminology"
"carve-out analysis","divestiture planning",0.88,"consulting_terminology"
"synergy quantification","cost synergy capture",0.85,"consulting_terminology"
"lean manufacturing","waste elimination",0.88,"consulting_terminology"
"supply chain optimization","logistics efficiency",0.9,"consulting_terminology"
"process improvement","workflow optimization",0.92,"consulting_terminology"
"performance management","KPI tracking",0.85,"consulting_terminology"
"competitive positioning","market differentiation",0.88,"consulting_terminology"
"portfolio optimization","business unit rationalization",0.85,"consulting_terminology"
"growth strategy","expansion planning",0.9,"consulting_terminology"
"innovation pipeline","R&D prioritization",0.85,"consulting_terminology"
"MECE principle","mutually exclusive collectively exhaustive",0.95,"consulting_terminology"
"pyramid principle","structured communication",0.88,"consulting_terminology"
"hypothesis driven approach","top-down analysis",0.85,"consulting_terminology"
"issue tree","problem decomposition",0.9,"consulting_terminology"
"BCG matrix","growth share portfolio",0.92,"consulting_terminology"
"Porter five forces","industry structure analysis",0.9,"consulting_terminology"
"value chain analysis","activity system mapping",0.88,"consulting_terminology"
"strategic planning","cooking recipe",0.05,"consulting_terminology"
"due diligence","weather forecast",0.03,"consulting_terminology"
"market analysis","poetry writing",0.05,"consulting_terminology"
"cost reduction","gardening tips",0.02,"consulting_terminology"
"synergy assessment","music composition",0.03,"consulting_terminology"
"conn timeout","retry with backoff",0.9,"healing_pattern"
"stale cache data","invalidate and refresh",0.9,"healing_pattern"
"memory pressure","gc and cache clear",0.9,"healing_pattern"
"rate limit exceeded","throttle requests",0.9,"healing_pattern"
"queue overflow","scale workers",0.9,"healing_pattern"
"deadlock detected","abort and retry",0.9,"healing_pattern"
"ssl cert expired","refresh connection",0.9,"healing_pattern"