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Substrate/KNOWLEDGE-GRAPH.md
svemagie 87a5c2ba85 feat: add DE Lobbyregister as data source DS-00011 
Lobbyregistergesetz (2022) mandatory register for Bundestag/Bundesregierung lobbying.
Connected to PR-00002 (Illegitimate Domination) and PR-00005 (Epistemic Power).
Includes quality assessment, API access notes, potential future metrics,
and cross-links to OR-00004 (Mehr Demokratie) and OR-00005 (netzpolitik.org).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-18 22:43:09 +02:00

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Substrate Knowledge Graph

Last Updated: 2026-04-18 Purpose: Complete relationship map of all Substrate components — for AI analysis, human navigation, and cross-reference verification.

Component Inventory

Category Count IDs
Problems 7 PR-00001–PR-00007
Models 5 MO-00001–MO-00005
Values 6 VA-00001–VA-00006
Arguments 4 AR-12934, AR-00001–AR-00003
Organizations 5 OR-00001–OR-00005
Plans 2 us-plan1-miessler, de-plan1-sven
Data 8 DE-Common-Metrics, US-Common-Metrics, DE-Democracy-Metrics, US-GDP, US-Inflation, US-Presidential-Approval, Bay-Area-COVID-Wastewater, Knowledge-Worker-Global-Salaries
Data Sources 11 DS-00001–DS-00010 (US/Global), DS-00011 (DE Lobbyregister)

Problems → Connected Components

PR-00001 — Meaning Crisis

  • Models explaining: MO-00001 (Han), MO-00004 (Vervaeke)
  • Values responding: VA-00006 (Deep Reflection As Practice)
  • Arguments: —
  • Organizations: —
  • Plans: de-plan1-sven (CHALLENGE 4 — exhaustion/withdrawal)
  • Related Problems: PR-00003 (Exhaustion), PR-00004 (Fascization — meaning loss as precondition)

PR-00002 — Illegitimate Domination

  • Models explaining: MO-00005 (Graeber/Anarchism)
  • Values responding: VA-00002 (Authority Requires Justification), VA-00004 (Mutual Aid Over Market)
  • Arguments: —
  • Organizations: OR-00004 (Mehr Demokratie), OR-00005 (netzpolitik)
  • Plans: de-plan1-sven (CHALLENGE 1, 2)
  • Data Sources: DS-00011 (DE Lobbyregister — makes visible who translates money into political power)
  • Related Problems: PR-00004 (Fascization — crisis mode), PR-00005 (Epistemic Power)

PR-00003 — Performance Society Exhaustion

  • Models explaining: MO-00001 (Han), MO-00002 (Fisher)
  • Values responding: VA-00003 (Exhaustion Is Structural), VA-00004 (Mutual Aid Over Market)
  • Arguments: —
  • Organizations: —
  • Plans: de-plan1-sven (CHALLENGE 4)
  • Related Problems: PR-00001 (Meaning Crisis), PR-00004 (Fascization — exhaustion as entry condition)

PR-00004 — Fascization

  • Models explaining: MO-00002 (Fisher/Capitalist Realism), MO-00005 (Graeber)
  • Values responding: VA-00002 (Authority Requires Justification), VA-00004 (Mutual Aid)
  • Arguments: AR-00001 (Platform Feudalism → Democracy — structural precondition)
  • Organizations: OR-00004 (Mehr Demokratie), OR-00003 (Reporter ohne Grenzen)
  • Plans: de-plan1-sven (CHALLENGE 2 — authoritarian normalization)
  • Data: DE-Democracy-Metrics (AfD vote share, "Wütende" segment)
  • Related Problems: PR-00001, PR-00002, PR-00003, PR-00005

PR-00005 — Epistemic Power Concentration

  • Models explaining: MO-00003 (Foucault)
  • Values responding: VA-00001 (Epistemic Sovereignty)
  • Arguments: AR-00003 (Algorithmic Rationality Erodes Autonomy)
  • Organizations: OR-00002 (Wikimedia), OR-00003 (Reporter ohne Grenzen), OR-00005 (netzpolitik)
  • Plans: de-plan1-sven (CHALLENGE 1, STRATEGY 2)
  • Data: DE-Democracy-Metrics (Press Freedom Index, EIU Democracy Index)
  • Related Problems: PR-00006, PR-00007, PR-00004

PR-00006 — Platform Feudalism

  • Models explaining: MO-00003 (Foucault — epistemic control)
  • Values responding: VA-00005 (Digital Autonomy Is Political)
  • Arguments: AR-00001 (Platform Feudalism Threatens Democracy)
  • Organizations: OR-00001 (IndieWeb), OR-00005 (netzpolitik)
  • Plans: de-plan1-sven (CHALLENGE 3, STRATEGY 1)
  • Related Problems: PR-00005, PR-00007

PR-00007 — Knowledge Isolation

  • Models explaining: MO-00004 (Vervaeke — participatory knowing)
  • Values responding: VA-00006 (Deep Reflection As Practice), VA-00001 (Epistemic Sovereignty)
  • Arguments: AR-00002 (PKM As Epistemic Sovereignty Strategy)
  • Organizations: OR-00002 (Wikimedia), OR-00001 (IndieWeb)
  • Plans: de-plan1-sven (CHALLENGE 5)
  • Related Problems: PR-00005, PR-00006

Models → Problems Addressed

Model Problems Core Mechanism
MO-00001 Han (Performance Society) PR-00001, PR-00003 External discipline → internal drive → burnout
MO-00002 Fisher (Capitalist Realism) PR-00001, PR-00003, PR-00004 Inability to imagine alternatives enables authoritarian capture
MO-00003 Foucault (Power-Knowledge) PR-00002, PR-00005, PR-00006 Truth regimes as power relations; algorithmic epistemics
MO-00004 Vervaeke (Meaning Crisis) PR-00001, PR-00007 Collapse of participatory/perspectival knowing
MO-00005 Graeber (Anarchism) PR-00002, PR-00004, PR-00006 Domination must justify itself; prefigurative alternatives

Values → Problems Addressed

Value Problems Core Claim
VA-00001 Epistemic Sovereignty PR-00005, PR-00007 Right to own knowledge infrastructure
VA-00002 Authority Requires Justification PR-00002, PR-00004 Domination is begründungspflichtig
VA-00003 Exhaustion Is Structural PR-00003, PR-00001 Burnout is system output, not personal failure
VA-00004 Mutual Aid Over Market PR-00001, PR-00002, PR-00003 Cooperation as foundation, not competition
VA-00005 Digital Autonomy Is Political PR-00006, PR-00005 Own infrastructure = political act
VA-00006 Deep Reflection As Practice PR-00007, PR-00001 Participatory knowing requires deliberate practice

Arguments → Claims and Evidence

Argument Claim Style Key Premises
AR-12934 AIs are capable of understanding Deductive Functional vs. Experiential understanding
AR-00001 Platform feudalism structurally threatens democracy Deductive Public sphere requires democratic structure; platforms are not neutral
AR-00002 PKM is the best available epistemic sovereignty strategy Abductive Addresses root (no owned infrastructure), not symptoms
AR-00003 Algorithmic rationality erodes autonomy invisibly Causal Foucault + Zuboff + Han: invisible epistemic shaping

Organizations → Problems and Strategies

Organization Primary Problem Key Strategy Plan Connection
OR-00001 IndieWeb PR-00006 (Platform Feudalism) Own your domain, open standards de-plan STRATEGY 1
OR-00002 Wikimedia PR-00007 (Knowledge Isolation) Free, open, collaborative knowledge de-plan STRATEGY 2, 5
OR-00003 Reporter ohne Grenzen PR-00005 (Epistemic Power) Press freedom as democracy indicator de-plan CHALLENGE 6, STRATEGY 5
OR-00004 Mehr Demokratie PR-00002 (Domination) Direct democratic instruments de-plan MISSION, STRATEGY 4
OR-00005 netzpolitik.org PR-00005, PR-00006 Digital rights journalism + advocacy de-plan STRATEGY 1, 5

Plans → Evidence and Components

de-plan1-sven.md

  • Challenges map to: PR-00001, PR-00002, PR-00003, PR-00004, PR-00005, PR-00006, PR-00007
  • Strategies use: OR-00001, OR-00002, OR-00003, OR-00004, OR-00005
  • Grounded in Models: MO-00001, MO-00002, MO-00003, MO-00005
  • Values: VA-00001, VA-00002, VA-00005
  • Data: DE-Common-Metrics, DE-Democracy-Metrics

us-plan1-miessler.md

  • Author: Daniel Miessler
  • Scope: United States of America
  • Challenges: Lack of shared identity, social cohesion, short political cycles
  • Data: US-Common-Metrics, US-GDP, US-Inflation, US-Presidential-Approval

Causal Chain (primary)

PR-00003 Exhaustion
  → PR-00001 Meaning Crisis
    → PR-00004 Fascization ← PR-00002 Domination (crisis mode)
      ↑
PR-00005 Epistemic Power
  → PR-00006 Platform Feudalism
    → PR-00007 Knowledge Isolation

Key insight: The causal chains converge on PR-00004 (Fascization) as the acute crisis — fed from above by meaning collapse and exhaustion, and from below by epistemic fragmentation. Structural responses must address both chains.

Coverage Gaps (remaining empty directories)

Directory Status Potential content
Solutions/ Empty Concrete solutions to PR-00001–PR-00007
Ideas/ Empty Exploratory concepts, not yet solutions
People/ Empty Individuals working on these problems
Outcomes/ Empty Documented results from projects/experiments
Experiments/ Empty Active hypothesis tests
Projects/ Empty Ongoing initiatives
Claims/ Empty Specific factual claims (more granular than Problems)
Results/ Empty Data from completed experiments
Risks/ Empty Risks from plans or solutions
Threats/ Empty External challenges to plans
Frames/ Empty Mental models / worldviews
Funding-Sources/ Empty Funding for projects
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