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feat: propagate trust signals (confidence/provenance/review-state) into retrieval + MCP output
frameworkScientific frameworksScientific frameworksStatus: Open.#86 In ea-toolkit/context-blocks;feat: review-state — distinguish raw-LLM entities from human-verified
frameworkScientific frameworksScientific frameworksStatus: Open.#85 In ea-toolkit/context-blocks;feat: provenance — track source corroboration per entity + relationship
frameworkScientific frameworksScientific frameworksStatus: Open.#84 In ea-toolkit/context-blocks;feat: calibrated entity/relationship confidence (fix uniform 0.9 self-ratings)
frameworkScientific frameworksScientific frameworksStatus: Open.#83 In ea-toolkit/context-blocks;feat: calibrated honesty — trust signals (confidence / provenance / review-state) across the pipeline
frameworkScientific frameworksScientific frameworksStatus: Open.#82 In ea-toolkit/context-blocks;feat: ontology-gap detection — recommend new entity TYPES from extraction misfits + eval gaps
frameworkScientific frameworksScientific frameworksStatus: Open.#77 In ea-toolkit/context-blocks;feat: preserve embedded images as assets + serve to multimodal agents (not lossy text extraction)
pipelineExtraction pipelineExtraction pipelineStatus: Open.#76 In ea-toolkit/context-blocks;feat: richer MCP tool surface — get_full_entity + progressive disclosure for agents
frameworkScientific frameworksScientific frameworksStatus: Open.#75 In ea-toolkit/context-blocks;feat: query mode — let agents issue structured queries against the block ontology via MCP
frameworkScientific frameworksScientific frameworksStatus: Open.#74 In ea-toolkit/context-blocks;feat: unify competency questions across ontology design and coverage evaluation
frameworkScientific frameworksScientific frameworksStatus: Open.#73 In ea-toolkit/context-blocks;feat: viewer should connect to cb serve API instead of reading files from disk
P1-nextNext after OSS releaseNext after OSS releaseviewerViewer/UIViewer/UIStatus: Open.#71 In ea-toolkit/context-blocks;feat: Confluence ingestion — read from Confluence spaces without manual export
P1-nextNext after OSS releaseNext after OSS releasepipelineExtraction pipelineExtraction pipelineStatus: Open.#70 In ea-toolkit/context-blocks;