I. CORE ENTITIES (PRIMARY DATA OBJECTS)

1. Companies (Canonical)

- Company ID (internal unique identifier)
- Company Name (legal/common)
- Industry / Sector
- Jurisdiction Footprint
- Ingestion Status (Pending / In Progress / Locked)
- Cohort
- Review Date

Current state:
Companies ingested under v1.x controls

2. Incidents (Incident-Centered Core)

- Incident ID
- Company ID
- Incident Type (Regulatory, Legal, Governance, Controversy)
- Trigger Source (Regulator, Court, Media, Disclosure)
- Jurisdiction
- Time Period
- Severity Class (descriptive, non-moral)
- Documentation Density (Low / Medium / High)
- Status (Logged / Analyzed / Locked)

Rule: Incidents activate analysis but do not score directly.

3. Organizational Responses

- Response ID
- Incident ID
- Response Timing (Immediate / Delayed / Post-Enforcement)
- Response Type (Disclosure, Settlement, Governance, Remediation)
- Voluntariness (Voluntary / Compelled)
- Scope (Narrow / Moderate / Broad)
- Evidence Source
- Locked (Yes / No)

4. Structural Outcomes

- Outcome ID
- Response ID
- Change Category (Governance, Policy, Controls, Leadership)
- Structural Level (Surface / Operational / Systemic)
- Persistence Signal (Single / Repeated / Sustained)
- Visibility Lag (Immediate / Delayed)
- Locked (Yes / No)

1. Patterns (Derived)

- Pattern ID
- Company ID
- Pattern Category (Timing, Disclosure, Governance, Remediation)
- Trigger Count
- Time Span
- Strength Rating (Weak / Moderate / Strong)
- Status (Observed / Active / Archived)

2. Signals (Lifecycle-Managed)

- Signal ID
- Pattern ID
- Signal Type (Response, Risk, Governance)
- Lifecycle State (Emerging / Active / Fading / Archived)
- Confidence (Low / Medium / High)
- Migration Date

III. SCORING & SYNTHESIS

1. Scores

- Company ID
- Ethoscore Value
- Confidence Band
- Score Drivers (pattern clusters)
- Time Sensitivity
- Locked (Yes)

Note: Scores summarize behavior; they do not replace analysis.

2. Cohort Metrics

- Cohort ID
- Size
- Distribution Shape
- Compression Risk (monitored)
- Scoring Adjustments (logged post-reflection)

IV. RISK, CONSTRAINTS & BIASES (RCE SYSTEM)

1. Locked RCEs (Canonical)

- RCE-001 — Documentation Bias
- RCE-002 — Regulatory Density Distortion
- RCE-003 — Scale Amplification Effect
- RCE-004 — Temporal Visibility Lag
- RCE-005 — Legal Strategy Opacity
- RCE-006 — Jurisdictional Norm Bias
- RCE-007 — Speed-Response Misinterpretation
- RCE-008 — Incident Severity Compression
- RCE-009 — Governance Formality Bias
- RCE-010 — Proxy Conflation Risk

(All locked and immutable absent logged methodology revision.)

2. Observed Signals (Unnumbered)

Tracked but non-authoritative:
- Long-tail remediation invisibility
- Media attention asymmetry
- Brand visibility penalty
- Whistleblower skew
- Cultural variance in disclosure
- Private harm resolution without public trace
- Regulatory cycle clustering
- M&A legacy ambiguity

3. Interpretation

This system is:
• Evidence-bound
• Pattern-driven
• Governance-first
• Legally conservative
• Explicit about uncertainty

Ethoscore Data Inputs

What is Captured

The following data input variables along with the latest AI public access technology was used to create Ethoscore