Document canonicalization and consolidation milestone
- preserve Working Protocol Synthesizer V0 as comparison baseline - introduce deterministic canonicalization stage - define semantic consolidator responsibilities - clarify Canonical Meeting Knowledge generation - document source-language output policy - align roadmap, architecture and experiment log
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@@ -25,36 +25,65 @@ Out of scope:
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- Full-transcript LLM extraction.
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- Larger context-window strategy changes without an explicit experiment.
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- Consolidation or final protocol rendering.
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- Canonicalization, semantic consolidation or final protocol rendering.
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## Phase 2 - Consolidation
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## Phase 2 - Deterministic Canonicalization
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Goal:
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- Merge independent extraction results into a coherent meeting-level
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representation without losing evidence.
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- Convert independent chunk extraction JSON into a validated, normalized,
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evidence-bearing intermediate representation without semantic guessing.
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Deliverables:
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- Duplicate merging.
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- Evidence retention.
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- Category-shift reconciliation, especially facts versus positions and
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positions versus decisions.
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- Contradiction and uncertainty markers.
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- Consolidated meeting representation.
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- Deterministic Canonicalizer implemented in Python.
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- Stable source references and IDs.
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- Normalized category names and basic field structure.
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- Safe deterministic cleanup.
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- Exact duplicate grouping where unambiguous.
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- Preservation of all source evidence.
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Prerequisites:
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- Stable local extraction baseline.
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- Gold tests that expose cross-chunk duplication and category shifts.
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- Agreement on the extraction object shape that should be canonicalized.
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Out of scope:
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- Final Canonical Meeting Knowledge schema.
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- User-facing protocol polish.
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- Uncertain semantic merging.
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- Topic synthesis.
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- Protocol writing.
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- LLM calls.
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## Phase 3 - Semantic Consolidation
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Goal:
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- Merge canonicalized extraction objects into a coherent semantic meeting
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representation while preserving evidence and uncertainty.
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Deliverables:
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- Semantic Consolidator using the local LLM.
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- Semantically equivalent statement merging.
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- Topic grouping.
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- Evidence preserved from all contributing chunks.
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- Contradiction and uncertainty markers.
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- Separation of durable information from transient discussion.
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- Canonical Meeting Knowledge output.
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Prerequisites:
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- Deterministic Canonicalizer output with stable IDs and source references.
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- Gold or benchmark cases that expose duplication and category shifts.
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Out of scope:
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- Direct protocol writing.
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- Deriving output views from one another.
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- Retrieval or RAG integration.
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## Phase 3 - Canonical Meeting Knowledge
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## Phase 4 - Canonical Meeting Knowledge
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Goal:
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@@ -70,7 +99,7 @@ Deliverables:
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Prerequisites:
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- Consolidation behavior that preserves evidence and uncertainty.
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- Semantic consolidation behavior that preserves evidence and uncertainty.
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- Agreement on required semantic categories.
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Out of scope:
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@@ -79,7 +108,7 @@ Out of scope:
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- Export formats beyond those needed to validate the model.
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- Knowledge-system storage design.
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## Phase 4 - Output Views
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## Phase 5 - Output Views
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Goal:
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@@ -91,8 +120,11 @@ Deliverables:
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- Working Protocol / Arbeitsprotokoll renderer.
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- Distribution Protocol / Verteilerprotokoll renderer.
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- Knowledge Objects / Wissensdatenbankeintrag renderer or structured export.
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- Later additional views such as action lists.
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- Tests or checks showing that output views are parallel renderings of the same
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canonical model.
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- Default output-language policy: rendered protocols normally match the
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dominant source language unless explicitly requested otherwise.
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Prerequisites:
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@@ -105,7 +137,7 @@ Out of scope:
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- Deriving one output view from another.
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- Retrieval integration.
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## Phase 5 - Review and Quality Control
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## Phase 6 - Review and Quality Control
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Goal:
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@@ -122,7 +154,7 @@ Deliverables:
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Prerequisites:
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- Stable extraction, consolidation and canonical model.
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- Stable extraction, semantic consolidation and canonical model.
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- Representative test meetings.
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Out of scope:
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@@ -131,7 +163,7 @@ Out of scope:
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- Product UI work.
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- Cloud deployment.
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## Phase 6 - Productization
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## Phase 7 - Productization
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Goal:
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@@ -158,7 +190,7 @@ Out of scope:
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- Future Meeting Assistant integration beyond export contracts.
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- Cloud-first architecture.
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## Phase 7 - Knowledge-System Integration
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## Phase 8 - Knowledge-System Integration
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Goal:
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@@ -182,4 +214,3 @@ Out of scope:
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- Building a full enterprise search product inside Meeting Lab.
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- Treating raw transcripts or generated protocols as the knowledge source of
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truth.
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