Upload training data for consulting embeddings

train.csv

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+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"