Understanding States Expansion Through Ontology Analytics — The 4 Basic Expansion Types
Why and How States Expand
Why do states expand?
Why do some build lasting unions while others assemble fragile empires?
And why do certain expansion projects collapse quickly while others hold
together for centuries?
These may seem like
enormous, unanswerable questions. But when we zoom out from the details of
individual wars and leaders, a surprising pattern emerges. Behind the
turbulence of history lie a few simple structural logics that explain why
states pursue expansion and how they attempt to integrate others.
To uncover these
patterns, we can use an analytical tool borrowed from systems science: ontology.
This blog — Part 1 of
a two-part series — introduces a clear, intuitive ontological framework for
understanding expansion.
In Part 2, we apply this lens to the Russia–Ukraine war and explore what
the framework reveals about the conflict’s long-term stability.
1. Ontologies: A Clear Lens for a Complex World
Despite its
philosophical origins, an ontology is, at its core, a simple tool.
It is a structured way of describing the basic elements of a complex system:
- Who acts? (states, empires, elites, populations)
- Why do they act? (security, ideology, resources, prestige)
- How do they act? (annexation, treaties, persuasion, coercion)
- What constrains them? (economy, legitimacy, resistance, geography)
- What results over time? (integration, fragmentation, collapse)
In everyday terms, an
ontology is just a clean map that helps us understand messy realities.
It does not judge
states or leaders.
It clarifies structure — the recurring logic behind their choices.
Using ontologies to
study expansion allows us to compare:
- the Roman Empire,
- Napoleonic France,
- the Third Reich,
- the Soviet Union,
- modern China,
- the European Union,
- and today’s Russia
in one coherent
framework.
2. The Basic Ontology of Expansion:
What All States Share
Across civilizations
and eras, states expand for a limited set of reasons and through a limited set
of mechanisms.
Ontologies help us organize these into five essential categories.
A. Actors
- States, empires, federations,
unions
- Political elites steering
expansion
- Military and security
institutions
- Populations whose identity or
expectations shape legitimacy
B. Motivations
Despite their
diversity, expansions usually combine these five motives:
- Security — buffer zones, strategic depth, safer borders
- Material gain — resources, land, trade routes, taxation
- Prestige / status — recognition as a major power
- Ideological mission — spreading religion, revolution, or “civilization”
- Domestic cohesion — rallying societal unity through external action
C. Capacities
- Economic strength
- Military capability
- Administrative reach
- Legitimacy and narrative
control
D. Mechanisms
- Conquest and annexation
- Indirect rule or spheres of
influence
- Colonization or settlement
- Economic integration and
treaty-based accession
- Political harmonization
E. Outcomes
- Long-term integration
- Temporary control followed by
revolt
- Gradual institutional cohesion
- Sudden collapse
These building blocks are universal — they
appear from ancient empires to modern unions.
But how these blocks combine gives rise to
very different expansion types.
3. Four Expansion Logics Found Across
History
When we apply
ontological structure to thousands of years of state behavior, four distinct
expansion logics emerge.
These are not moral categories — they are functional descriptions of how
expansion works.
Type A — Coercive, Predatory
Expansion
Logic: We conquer; you submit.
This type relies on
force, domination, and extraction.
Integrated populations receive no equality, only subordination.
Examples:
The Third Reich, extreme colonialism, ISIS, and other violent domination
projects.
Stability:
Very low.
Control collapses when coercive superiority is lost.
Type B — Administrative Empire
Building
Logic: We rule, but we build enough structure to
hold the system together.
These expansions mix
conquest with governance: roads, law, local autonomy, and partial integration.
Examples:
Roman Empire, Ottoman Empire, Habsburg Empire, aspects of the British Empire.
Stability:
Medium-term — can last centuries but eventually fade when local identities grow
stronger than imperial cohesion.
Type C — Ideological Expansion
Logic: We expand because our worldview is the future and demands it.
Expansion is justified
by universal ideals or historical destiny.
Examples:
Napoleonic France, the USSR, revolutionary or religious expansions, and parts
of modern China’s unification projects.
Stability:
Highly variable.
Strong while ideology is believed and institutions perform well; prone to
sudden collapse when belief fades.
Type D — Voluntary, Rule-Based
Integration
Logic: We expand because others want to join us.
This is the modern
form of expansion based on mutual benefit and shared rules.
Example:
The European Union’s enlargement — countries apply, negotiate entry conditions,
and join voluntarily.
Stability:
High.
Slow, often bureaucratic, but inherently resilient because it is built on
consent, shared decision-making, and tangible advantages.
4. Why These Types Matter —
Especially Today
The four expansion
logics help us understand not just history, but present-day geopolitics.
They reveal:
- why some expansions endure,
- why others provoke resistance,
- why certain systems escalate
into conflict,
- and why voluntary frameworks
outperform coercive ones over time.
They also help us see deeper patterns behind
contemporary events.
In particular, they offer a powerful lens through which to understand the
Russia–Ukraine war.
Because the conflict is not simply about
territory.
It is a confrontation between two contrasting expansion logics:
- Russia’s coercive–ideological
model (Type A + C)
- Europe’s voluntary–rule-based
model (Type D)
This clash of logics —
not just the clash of armies — shapes the trajectory and likely outcome of the
war.
5. What Comes Next: Applying the Lens
to the Russia–Ukraine War
In Part 2, our
next Blog, we will use this ontology to interpret the Russian invasion of
Ukraine and examine what the framework reveals about the conflict’s stability
outlook.
We will show how four
key hypotheses:
1.
the EU’s systemic challenge to Russia’s model,
2.
Russia’s reliance on ideology where incentives
are weak,
3.
the structural logic behind Russia’s escalation
into war, and
4.
the long-term unsustainability of Russia’s
expansion strategy
fit naturally into the
four expansion types introduced here.
This will allow us to
move beyond daily headlines and view the war through a deeper, structural lens
— one that highlights not only why the conflict erupted, but what its long-term
prospects truly are.
Conclusion
Ontologies allow us to
describe the fundamental categories shaping state behavior.
They simplify complexity without oversimplifying reality.
By understanding the why
and how of expansions, we acquire a powerful tool for interpreting the
past and anticipating the future.
And as we will see in
Part 2, this ontology sheds sharp light on the dynamics of Russia’s war in
Ukraine — and on the structural fragility of the expansion model driving it.

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