Application IntegrationIntegration of diverse legacy applications and APIs by parsing source data (tabular, XML, JSON, graph), inferring layered domain schemas, states, and data, and exposing an activation-model API for cross-application interactions while synchronizing source backends.[Submitter's Note: This StratML rendition was compiled by ChatGPT from the PDF source transmitted by Sebastián Samaruga as an attachment to an E-mail message addressed to the W3C's Semantic Web IG and W3C AIKR CG. Since ChatGPT has difficulty producing valid StratML output, it was edited in the XForm at https://stratml.us/forms2/Part1Form.xml to make the necessary corrections.] urn:uuid:7b5a7a0a-34e4-4a8c-9f3a-3e3f6d8b2cf1Application IntegrationAppIntIntegration of diverse legacy applications and APIs by parsing source data (tabular, XML, JSON, graph), inferring layered domain schemas, states, and data, and exposing an activation-model API for cross-application interactions while synchronizing source backends.Source text: Application Integration © 2025 Sebastián Samaruga (user-provided). This StratML Part 1 rendition infers goal/objective structure and uses noun-only names with active-verb descriptions.urn:uuid:c8b9c9e4-2d73-4c50-8a27-5f0b1c2731e0Sebastián SamarugaSSConcept and design authored by Sebastián Samaruga.urn:uuid:0f3a8c9b-8f1e-4a1b-a8f0-2d1c5b7e9c10Seamless, inference-driven integration across heterogeneous applications.urn:uuid:9a1e5f74-5d7b-4f3f-9f0a-0f2b3c4d5e6fTo parse sources, aggregate inferences with semantic models, and expose use-case oriented activation to enable interoperable interactions and synchronized data across integrated systems.DeterminismFavor explainable, reproducible behavior in inference and execution.ExplainabilityProvide transparent semantics for schemas, roles, and transformations.InteroperabilityAlign models and APIs to enable cross-application scenarios.ModularityCompose functionality via reusable monads, kinds, and nodes.ScalabilitySupport large event streams, lattices, and graph traversals.urn:uuid:f6a0d1b2-3c4d-5e6f-8701-9a2b3c4d5e6fDevelopersBuild integrations, models, and activation clients.urn:uuid:2a4b6c8d-0e1f-4a2b-9c0d-1e2f3a4b5c6dIntegratorsAlign schemas, link sources, and deploy interactions.urn:uuid:3b5c7d9e-1f20-4b31-8c42-5d6e7f8a9b0cData EngineersOperate pipelines, streams, and indexing services.urn:uuid:4c6d8e0f-2031-4c52-9d63-6e7f8091a2b3EnterprisesLeverage interoperable processes and federated analytics.urn:uuid:6b4a2b0c-1d3e-4f5a-86b7-0e1f2a3b4c5dIntegration ArchitectureEstablish layered representations and activation to connect heterogeneous sources.1urn:uuid:0a1b2c3d-4e5f-6071-8293-a4b5c6d7e8f9Layered RepresentationInfer domain schemas, states, and data from tabular, XML, JSON, and graph inputs.1.1urn:uuid:1b2c3d4e-5f60-7182-93a4-b5c6d7e8f901Activation ModelExpose use-case contexts and interactions via a producer client and API for cross-application execution.1.2urn:uuid:2c3d4e5f-6071-8293-a4b5-c6d7e8f9012aSynchronizationKeep source backends consistent with interaction outcomes across integrated applications.1.3urn:uuid:7c5b3a19-2e40-4a6b-9c81-2f3a4b5c6d7eResource MonadWrap resource occurrences to unify events, getters, and contexts across content types.2urn:uuid:3d4e5f60-7182-93a4-b5c6-d7e8f9012a3bAPIProvide functional wrappers (Resource<ResourceOccurrence>) for occurrence events and accessors.2.1urn:uuid:4e5f6071-8293-a4b5-c6d7-e8f9012a3b4cDispatchRoute onOccurrence handling to representation content types for SPO and kinds.2.2urn:uuid:5f607182-93a4-a5b6-c7d8-e9f012a3b4c5RetrievalSupport getOccurrences and getOccurringContexts across IDs, statements, graphs, models, and representations.2.3urn:uuid:8d6c4b2a-3f51-4b7c-a0d2-3a4b5c6d7e8fCore ClassesDefine IDs, occurrences, SPO structures, and kinds for schema aggregation.3urn:uuid:60718293-a4b5-c6d7-e8f9-012a3b4c5d6eIdentifiersRepresent IDs and IDOccurrences with URNs, prime IDs, and kind-specific occurrences.3.1urn:uuid:718293a4-b5c6-d7e8-f901-2a3b4c5d6e7fStatementsModel subjects, predicates, and objects with typed statement occurrences.3.2urn:uuid:8293a4b5-c6d7-e8f9-012a-3b4c5d6e7f80KindsAggregate kinds for statements, subjects, predicates, and objects into concept hierarchies.3.3urn:uuid:93a4b5c6-d7e8-f901-2a3b-4c5d6e7f8091Content TypesTransform representations across content types with type signatures and bidirectional conversions.3.4urn:uuid:9e7d5c3b-4062-4c8d-b1e3-4b5c6d7e8f90InferenceApply FCA-based reasoning, CPPE embeddings, and relational context vectors for schema and instance derivation.4urn:uuid:a4b5c6d7-e8f9-012a-3b4c-5d6e7f8091a2CPPE EmbeddingsReplace LLM-based embeddings with deterministic prime-product embeddings over FCA contexts.4.1urn:uuid:b5c6d7e8-f901-2a3b-4c5d-6e7f8091a2b3Relational Context VectorsCompute numerical signatures (S, P, O) per statement and cache for high-speed inference.4.2urn:uuid:c6d7e8f9-012a-3b4c-5d6e-7f8091a2b3c4Schema ArchetypesDerive schema RCVs via least-common-multiple aggregation of instance vectors.4.3urn:uuid:d7e8f901-2a3b-4c5d-6e7f-8091a2b3c4d5SubsumptionCheck instance membership through divisibility of numerical signatures.4.4urn:uuid:e8f9012a-3b4c-5d6e-7f80-91a2b3c4d5e6Property ChainsDefine composed relations (e.g., knowsLanguage) and leverage reasoners for closure.4.5urn:uuid:af8e6d4c-5173-4d9e-c2f4-5c6d7e8f9012SPO KindsElevate statements into higher-order kinds for schema and instance traversal.5urn:uuid:f9012a3b-4c5d-6e7f-8091-a2b3c4d5e6f7Schema AlignmentOrganize relationship, role, and player kinds and align upper ontologies.5.1urn:uuid:012a3b4c-5d6e-7f80-91a2-b3c4d5e6f7a8Instance AggregationAggregate kind occurrences into graphs and models for traversal and matching.5.2urn:uuid:12a3b4c5-d6e7-f809-1a2b-3c4d5e6f7a89Dimensional AlignmentAlign data, information, and knowledge layers to support comparisons and events.5.3urn:uuid:b0a9f8e7-6284-4ea0-d3f5-6d7e8f9012abEvent StreamsOperate model events and augmentation services via a topic-based loop.6urn:uuid:23b4c5d6-e7f8-091a-2b3c-4d5e6f7a8b90AggregationProduce SPO and kinds aggregated statements with DIDs, prime IDs, and FCA clustering.6.1urn:uuid:34c5d6e7-f809-1a2b-3c4d-5e6f7a8b9012AlignmentInfer equivalences, link predictions, and kind hierarchies for models and instances.6.2urn:uuid:45d6e7f8-091a-2b3c-4d5e-6f7a8b9012c3ActivationExpose contexts, interactions, actors, and roles via the activation API.6.3urn:uuid:c1b0a9f8-7385-5fb1-e4f6-7e8f9012ab34Helper ServicesSupport naming, registry, and indexing across dynamic kinds and content types.7urn:uuid:56e7f809-1a2b-3c4d-5e6f-7a8b9012c3d4NamingEmbed instance type and context in URNs and content type signatures.7.1urn:uuid:67f8091a-2b3c-4d5e-6f7a-8b9012c3d4e5RegistryTrack models, transforms, and dynamic kind content types.7.2urn:uuid:78091a2b-3c4d-5e6f-7a8b-9012c3d4e5f6IndexingCache RCVs and related signatures for fast inference and traversal.7.3urn:uuid:d2c1b0a9-8496-60c2-f507-8f9012ab3456Federated Supply ChainDemonstrate end-to-end integration across independent participants.8urn:uuid:8091a2b3-c4d5-e6f7-a8b9-012c3d4e5f67ParticipantsDefine manufacturer, consumer, and provider systems with app service instances.8.1urn:uuid:91a2b3c4-d5e6-f7a8-b901-2c3d4e5f6780Order FlowTrigger replenishment from low inventory and place orders via MCP interactions.8.2urn:uuid:a2b3c4d5-e6f7-a8b9-012c-3d4e5f678091ProcurementInitiate material acquisition through internal interactions and supplier MCP endpoints.8.3urn:uuid:b3c4d5e6-f7a8-b901-2c3d-4e5f678091a2Federated AnalyticsShare anonymized measures to evaluate end-to-end efficiency with dimensional models.8.42025-09-23OwenAmburOwen.Ambur@verizon.nethttps://stratml.us/docs/APPI