Changes for page Data Model (From Specification Chat)

Last modified by Robert Schaub on 2025/12/24 20:35

From 2.1 to 2.2 From 8.1 to 8.2

From version 2.2

edited by Robert Schaub
on 2025/11/27 12:08

Change comment: There is no comment for this version

To version 8.1

edited by Robert Schaub
on 2025/11/27 12:55

Change comment: There is no comment for this version

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@@ -1,3 +1,7 @@
++(((
++
++)))
++
  = 5. Data Model =
  The FactHarbor data model centers on four fully versioned, immutable entities:
@@ -41,10 +41,10 @@
    (scenarios live at the *claim* level, not per individual phrasing).
  * Verdicts and Scenario–Evidence links are always attached to **versions**:
  * {{code}}SCENARIO_VERSION{{/code}} +
-- {{code}}EVIDENCE_VERSION{{/code}} →
-- {{code}}SCENARIO_EVIDENCE_LINK_VERSION{{/code}}
++{{code}}EVIDENCE_VERSION{{/code}} →
++{{code}}SCENARIO_EVIDENCE_LINK_VERSION{{/code}}
  * {{code}}SCENARIO_VERSION{{/code}} →
-- {{code}}VERDICT_VERSION{{/code}}
++{{code}}VERDICT_VERSION{{/code}}
  This ensures that when a Scenario or Evidence changes, old verdicts and links
  remain intact as historical records and can be revisited.
@@ -57,99 +57,9 @@
  The convention is that fields ending in {{code}}Id{{/code}} are primary keys,
  and fields with {{code}}...IdFk{{/code}} are foreign keys.
--{{mermaid}}
--erDiagram
--    CLAIM_CLUSTER {
--        string ClusterID PK
--        string EmbeddingVectorRef
--        string Theme
--    }
++{{comment}} Core Data Model ERD (Mermaid, from /Specification/Diagrams/Data Model) {{/comment}}
++{{include document="FactHarbor.Playground.Core Data Model ERD Page (from Specification chat).WebHome" reference="FactHarbor.Playground.data.Core Data Model ERD Page (from Specification chat).WebHome"/}}
--    CLAIM {
--        string ClaimID PK
--        string ClusterID FK
--        string Status
--        datetime CreatedAt
--    }
--
--    CLAIM_VERSION {
--        string ClaimVersionID PK
--        string ClaimID FK
--        string Text
--        string ClaimType
--        string Domain
--        datetime CreatedAt
--    }
--
--    SCENARIO {
--        string ScenarioID PK
--        string ClaimID FK
--        string Name
--        datetime CreatedAt
--    }
--
--    SCENARIO_VERSION {
--        string ScenarioVersionID PK
--        string ScenarioID FK
--        string Definitions
--        string Assumptions
--        string Boundaries
--        datetime CreatedAt
--    }
--
--    EVIDENCE {
--        string EvidenceID PK
--        string SourceType
--        string URL
--        float ReliabilityScore
--    }
--
--    EVIDENCE_VERSION {
--        string EvidenceVersionID PK
--        string EvidenceID FK
--        string Summary
--        float ReliabilityScore
--        datetime CreatedAt
--    }
--
--    SCENARIO_EVIDENCE_LINK {
--        string LinkID PK
--        string ScenarioVersionID FK
--        string EvidenceVersionID FK
--        float Relevance
--        string Direction
--    }
--
--    VERDICT {
--        string VerdictID PK
--        string ScenarioID FK
--    }
--
--    VERDICT_VERSION {
--        string VerdictVersionID PK
--        string VerdictID FK
--        float Verdict
--        float Confidence
--        string Reasoning
--        datetime CreatedAt
--    }
--
--    CLAIM_CLUSTER ||--o{ CLAIM : contains
--    CLAIM ||--o{ CLAIM_VERSION : versions
--
--    CLAIM ||--o{ SCENARIO : has
--    SCENARIO ||--o{ SCENARIO_VERSION : versions
--
--    EVIDENCE ||--o{ EVIDENCE_VERSION : versions
--
--    SCENARIO_VERSION ||--o{ SCENARIO_EVIDENCE_LINK : links
--    EVIDENCE_VERSION ||--o{ SCENARIO_EVIDENCE_LINK : linked
--
--    SCENARIO ||--o{ VERDICT : assessed
--    VERDICT ||--o{ VERDICT_VERSION : versions
--
--{{/mermaid}}
--
  **Important points:**
  * Scenarios and Evidence are **linked via their versions**
@@ -162,7 +162,7 @@
  ----
--= 5.3 Data Use & Review ERD (expanded, versioned) =
++= 5.3 Data Use & Review ERD =
  The **Data Use** model captures who does what with which versioned data:
@@ -170,149 +170,10 @@
  * Roles and role assignments
  * Review actions on versioned entities
--{{mermaid}}
--erDiagram
--    %% Core clusters shown for context
--    CLAIM_CLUSTER {
--        string ClusterID PK
--        string EmbeddingVectorRef
--        string Theme
--    }
++{{comment}} Data Use ERD (Mermaid, from /Specification/Diagrams/Data Use ERD) {{/comment}}
++{{include document="FactHarbor.Playground.Data Use ERD Page (from Specification chat).WebHome" reference="FactHarbor.Playground.data.Data Use ERD Page (from Specification chat).WebHome"/}}
--    CLAIM {
--        string ClaimID PK
--        string ClusterID FK
--        string Status
--        datetime CreatedAt
--    }
--    CLAIM_VERSION {
--        string ClaimVersionID PK
--        string ClaimID FK
--        string Text
--        string ClaimType
--        string Domain
--        datetime CreatedAt
--    }
--
--    SCENARIO {
--        string ScenarioID PK
--        string ClaimID FK
--        string Name
--        datetime CreatedAt
--    }
--
--    SCENARIO_VERSION {
--        string ScenarioVersionID PK
--        string ScenarioID FK
--        string Definitions
--        string Assumptions
--        string Boundaries
--        datetime CreatedAt
--    }
--
--    EVIDENCE {
--        string EvidenceID PK
--        string SourceType
--        string URL
--        float ReliabilityScore
--    }
--
--    EVIDENCE_VERSION {
--        string EvidenceVersionID PK
--        string EvidenceID FK
--        string Summary
--        float ReliabilityScore
--        datetime CreatedAt
--    }
--
--    VERDICT {
--        string VerdictID PK
--        string ScenarioID FK
--    }
--
--    VERDICT_VERSION {
--        string VerdictVersionID PK
--        string VerdictID FK
--        float Verdict
--        float Confidence
--        string Reasoning
--        datetime CreatedAt
--    }
--
--    %% Users and roles
--    USER {
--        string UserID PK
--        string Handle
--        string Email
--    }
--
--    TECHNICAL_USER {
--        string UserID PK
--        string SystemName
--    }
--
--    CONTRIBUTING_USER {
--        string UserID PK
--        string DisplayName
--    }
--
--    TRUSTED_CONTRIBUTOR {
--        string UserID PK
--        string TrustLevel
--    }
--
--    REVIEWER {
--        string UserID PK
--        string Domain
--    }
--
--    EXPERT {
--        string UserID PK
--        string ExpertiseArea
--    }
--
--    FEDERATION_NODE {
--        string NodeID PK
--        string Region
--    }
--
--    FEDERATION_ADMIN {
--        string UserID PK
--        string Permissions
--    }
--
--    REVIEW_ACTION {
--        string ReviewActionID PK
--        string UserID FK
--        string TargetEntityType
--        string TargetEntityVersionID
--        string ActionType
--        string Comment
--        datetime Timestamp
--    }
--
--    %% Inheritance / specialization (modelled as relationships)
--    USER ||--o{ TECHNICAL_USER : "is a"
--    USER ||--o{ CONTRIBUTING_USER : "is a"
--
--    CONTRIBUTING_USER ||--o{ TRUSTED_CONTRIBUTOR : "subset"
--    CONTRIBUTING_USER ||--o{ REVIEWER : "subset"
--    CONTRIBUTING_USER ||--o{ EXPERT : "subset"
--
--    TECHNICAL_USER ||--o{ FEDERATION_NODE : "operates"
--    TECHNICAL_USER ||--o{ FEDERATION_ADMIN : "administers"
--
--    %% Review actions on versioned entities
--    USER ||--o{ REVIEW_ACTION : performs
--
--    REVIEW_ACTION }o--|| CLAIM_VERSION : reviews
--    REVIEW_ACTION }o--|| SCENARIO_VERSION : reviews
--    REVIEW_ACTION }o--|| EVIDENCE_VERSION : reviews
--    REVIEW_ACTION }o--|| VERDICT_VERSION : reviews
--
--{{/mermaid}}
--
  Notes:
  * Most roles (READER, CONTRIBUTOR, TRUSTED_CONTRIBUTOR, REVIEWER, MODERATOR,
@@ -342,7 +342,7 @@
  * It may inherit some links from earlier scenarios, or start empty depending
      on the change classification (cosmetic vs. conceptual).
  * All verdicts for that scenario are recalculated and stored as new
-- {{code}}VERDICT_VERSION{{/code}} entries.
++{{code}}VERDICT_VERSION{{/code}} entries.
  * REVIEW_ACTIONs are always attached to the **exact version** that was seen by
    the reviewer. This preserves a faithful audit trail if data later changes.
@@ -379,3 +379,173 @@
  Federation-specific entities (such as {{code}}FEDERATION_NODE{{/code}},
  replication logs, and trust rules) are described in the Federation &
  Decentralization chapter and build on top of the core data model defined here.
++
++----
++
++== 1. Overall analysis & review of the data model ==
++
++=== 1.1 Strengths of the current design ===
++
++* (((
++**Identity vs. version pattern**
++Using base entities plus version entities (CLAIM + CLAIM_VERSION, SCENARIO + SCENARIO_VERSION, etc.) is exactly how modern knowledge systems handle:
++
++* auditability
++* time evolution
++* re-evaluation triggers
++* federation and partial replication
++)))
++* (((
++**Scenario-centric reasoning**
++Separating //Claim// (what people argue about) from //Scenario// (interpretive frame) is very aligned with “truth landscape” style systems:
++
++* Scenarios explain //why people disagree//.
++* Verdicts are tied to specific scenario versions → avoids mixing incompatible assumptions.
++)))
++* **Evidence and verdicts as first-class entities**
++Evidence is explicit, linked to scenarios, and verdicts are per scenario. This matches good practice from fact-checking, scientific assessment panels, and trust graphs.
++* (((
++**Cluster level (CLAIM_CLUSTER)**
++Grouping related claims avoids duplication and lets you:
++
++* reuse scenarios across paraphrases
++* share embeddings / semantic search
++* keep the system scalable as the corpus grows.
++)))
++* (((
++**Explicit review layer (REVIEW_ACTION, roles, etc.)**
++Separating “data” from “who reviewed what” keeps the model clean, and is exactly what you want for:
++
++* governance
++* permissions
++* audit trails
++* future trust scoring per user / role.
++)))
++
++----
++
++=== 1.2 Design decisions I’m locking in (based on our discussions) ===
++
++To make the model consistent and “state-of-the-art”, I will assume the following as //current intended design//:
++
++1. (((
++**Claims vs Scenarios**
++
++* CLAIM is the stable identity for “what people argue about”.
++* CLAIM_VERSION are individual phrasings / formulations / metadata.
++* (((
++SCENARIO belongs to a **CLAIM**, not to a specific CLAIM_VERSION.
++Rationale:
++
++* Many different phrasings share the //same// scenario.
++* You avoid duplicating scenarios per wording.
++)))
++* SCENARIO_VERSION holds detailed definitions, assumptions, boundaries, etc.
++)))
++1. (((
++**Version-specific reasoning**
++
++* **Verdicts** are always attached to SCENARIO_VERSION (not base SCENARIO).
++* **Evidence links** are between SCENARIO_VERSION and EVIDENCE_VERSION.
++→ This is what we agreed when we said //“SCENARIO_EVIDENCE_LINK should link the respective versions instead”//.
++)))
++1. (((
++**Clusters**
++
++* CLAIM_CLUSTER groups Claims (semantically close claims).
++* It is visible in **both diagrams** (Core Data Model and Data Use).
++)))
++1. (((
++**Review vs data**
++
++* (((
++All review happens **on versioned entities**:
++
++* CLAIM_VERSION
++* SCENARIO_VERSION
++* EVIDENCE_VERSION
++* SCENARIO_EVIDENCE_LINK_VERSION
++* VERDICT_VERSION
++)))
++* REVIEW_ACTION is the generic log of //who// did //what// on //which version//.
++)))
++1. (((
++**Users & roles**
++
++* USER has an attribute (or a linked entity) that distinguishes **technical users** from normal accounts.
++* We //keep// TECHNICAL_USER as a specialisation of USER (strictly technical accounts).
++* All human & technical accounts can hold roles via USER_ROLE_MEMBERSHIP.
++* (((
++Roles include:
++
++* READER
++* CONTRIBUTOR
++* TRUSTED_CONTRIBUTOR
++* REVIEWER
++* MODERATOR
++* SYSTEM_ADMIN / MAINTAINER
++* FEDERATION_OPERATOR
++* FEDERATION_ADMIN
++(all present in the Data Use ERD, but as rows of ROLE rather than separate entities).
++)))
++)))
++
++----
++
++=== 1.3 Gaps / potential problems ===
++
++These are the main issues & missing areas I see:
++
++1. (((
++**Versioning text in chapter 5 is currently too thin (‘…’ placeholders)**
++
++* (((
++The spec does not yet //verbally// spell out:
++
++* the identity vs version pattern, systematically
++* how re-evaluation triggers are derived from version changes
++* how this aligns with federation (which versions are replicated where).
++)))
++)))
++1. (((
++**No explicit “provenance granularity” in the model**
++
++* (((
++EVIDENCE is a single entity. For more advanced use cases, you may later want:
++
++* EVIDENCE_SOURCE (the whole article/report/video)
++* EVIDENCE_FRAGMENT (specific paragraph/clip with its own reliability, quote, etc.)
++)))
++* For now, I’ll keep EVIDENCE/EVIDENCE_VERSION as is, but I’ll mention this as a possible extension.
++)))
++1. (((
++**Review target polymorphism**
++
++* (((
++REVIEW_ACTION can apply to multiple entity types. In the diagram this shows as multiple relationships:
++
++* CLAIM_VERSION → REVIEW_ACTION
++* SCENARIO_VERSION → REVIEW_ACTION
++* etc.
++)))
++* A more “pure” relational modeling would use a generic “subjectType + subjectId” or an intermediate “REVIEW_TARGET” table.
++* For readability, I’ll keep the simpler multi-edge representation and mention the polymorphism in text.
++)))
++1. (((
++**Federation details missing from core ERD**
++
++* There is no explicit FEDERATION_NODE / REPLICATION_LOG in the Data Model chapter.
++* This is ok for “core logical data model”, but I’ll add a short note that federation metadata is handled in the Federation chapter and via additional entities.
++)))
++1. (((
++**Automation / AKEL artifacts left implicit**
++
++* (((
++The Data Model chapter currently doesn’t describe:
++
++* AKEL task queues
++* extraction runs
++* model versions
++)))
++* That’s fine for now; I’ll just clarify that those belong to a “Processing / AKEL” submodel, not the core logical data model.
++)))

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