The Universal & Atomic Elements of Organization
A falsifiable scientific theory proposing that the same irreducible structures organize both thought and reality — from the quantum to the social scale.
O-Theory proposes that four irreducible structures — Distinctions, Systems, Relationships and Perspectives (DSRP) — form the universal grammar of organization. Rather than being merely useful ways of thinking, these structures are hypothesized to be the atomic elements from which every organized phenomenon emerges, whether in cognition, biology, physics, mathematics, society, or the cosmos.
| D | S | R | P |
| Distinctions | Systems | Relationships | Perspectives |
| Identity ↔ Other | Part ↔ Whole | Action ↔ Reaction | Point ↔ View |
| D := (i ↔ o) | S := (p ↔ w) | R := (a ↔ r) | P := (ṗ ↔ v) |
This is a living scientific evidence compendium: an open, continually evolving collection of independent empirical research, formal theory, mathematical proofs, cross-disciplinary analyses, applications, critiques, and proposed falsifications. Every entry is included because it supports, refines, challenges, or attempts to falsify the theory.
Scientific theories are strengthened not only by evidence that confirms their predictions, but also by surviving attempts to falsify them. This compendium brings both together: independent evidence from researchers who were not testing DSRP and proposed counterexamples evaluated against the formal theory.
One counterexample is enough to falsify O-Theory. Until then, the question remains: do the same four structures organize everything from quantum systems to human thought?
Independent convergence is one of the strongest forms of scientific evidence because researchers arrive at the same conclusion while investigating different questions for different reasons.
The number is not the point. Researchers in different fields, studying different questions with different methods, repeatedly arrived at the same structural predictions—almost always without testing DSRP or using its language.
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This compendium began as the peer-reviewed literature review “A Literature Review of the Universal and Atomic Elements of Complex Cognition,” published in the Journal of Systems Thinking with 109 studies. That paper is the peer-reviewed foundation. What you see here is its living, continuously updated version . New studies are checked before they are added, and the collection now holds and keeps growing. Open any card to see what the researchers found, why it bears on DSRP, and where the original review discusses it, the fuller account.
The collection is updated continuously, so the citation carries the date you consulted it rather than a study count — the count changes weekly, and putting it in the reference would make the same collection look like a different work to everyone who cites it. To cite a single claim or study, use its own address: every one has a permanent link.
This is the adversarial half of the compendium. Where the evidence track asks what converges on DSRP, this one asks what would end it: a single organized phenomenon whose structure needs a fifth pattern, a ninth element, or a fifth structural dynamic. It holds written up from candidates across territories, and resolutions — the general answers those cases settle against. Every case is published whether it held or failed, including the ones still open.
Cite this rather than the evidence collection when the point is what survived attack. The two are separate works with separate addresses: one asks what converges on the theory, the other asks what would end it, and a reference to the first does not support a claim about the second. Case and resolution numbers change when the record is revised, so cite a case by its own permanent link rather than by number.
This collection is meant to keep growing. Send us a study, paper, book or critique that bears on DSRP, whether it supports the theory or cuts against it, and we will read it and decide whether it belongs.
The Raw Structural Materials Necessary and Sufficient for Any Identity to Exist
Cabrera D, Journal of Systems Thinking, 2025
Classical logic, built on bivalence and the Law of the Excluded Middle, has organized Western reasoning for over two millennia. It tells us that for any identity A there is a corresponding ¬A, and it excels at forcing clear either–or decisions. But it does not say what must be true for anything to count as an identity A in the first place. This paper introduces Enclosure , a structural result showing that any identity A necessarily entails the simultaneous co-existence of Distinction, Relationship, System, and Perspective (DSRP). Taking the Aristotelian commitment A / ¬A as a starting point, we ask: if A implies ¬A, what else must be there for A to exist at all? The answer is that identity and otherness arise together as a distinction, are linked by a necessary co-implicative relationship, can only exist as parts of an enclosing system, and are determinable only from a perspectival framing that selects A rather than ¬A as foreground. Each of these structures is individually necessary and none is sufficient alone; together they form a minimal jointly necessary and jointly sufficient generating set for identity. This explains why there are exactly four such conditions—why not more, and why not fewer—by showing that any proposed addition is derivative and any omission renders identity incoherent or indeterminate. Enclosure is qualitatively distinct from intra-structural mechanics: it does not describe how structure behaves, but why any structured identity—logical, physical, cognitive, institutional, or social—can exist at all, and why structurally incomplete logics predictably generate the kinds of binary pathologies we see in practice.