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.
independent convergent evidence for the universal and atomic elements of complex cognition [Data set].
Cabrera, D., Cabrera, L., & Cabrera, E., Cabrera Research Lab, 2026
The Living DSRP Evidence Compendium is a continuously updated research dataset documenting both convergent evidence for and critical tests of DSRP Theory. It combines two complementary approaches to scientific validation. First, it curates peer-reviewed empirical studies from across the sciences whose primary findings independently exhibit one or more DSRP patterns without citing or testing DSRP. Second, it maintains a systematic database of proposed counterexamples that attempt to falsify the theory by identifying organized systems that require additional structural primitives. Together, these complementary lines of evidence provide an open, transparent, and continuously expanding record of the theory's empirical support and ongoing critical evaluation.
Across hundreds of independent studies spanning the natural sciences, social sciences, mathematics, engineering, medicine, and the humanities, DSRP's predicted patterns recur without intentional application of the theory. In parallel, an ongoing search for counterexamples has systematically evaluated candidate objections drawn from philosophy, mathematics, physics, systems science, complexity science, and related disciplines. To date, proposed counterexamples have either been resolved through the existing DSRP-484 calculus or determined not to constitute valid tests of the theory. Together, these two evidence streams provide complementary support: widespread convergent evidence demonstrating the independent recurrence of DSRP structures and a sustained falsification effort that has yet to identify an organized system requiring additional irreducible patterns, elements, special relationships, or structural dynamics.
Scientific validity depends on both verification and attempted falsification. The Independent Evidence Compendium tests whether DSRP's predicted structures arise independently across diverse scientific disciplines, while the Counterexample Database continuously searches for organized systems that would require expanding or revising the DSRP-484 calculus. The simultaneous success of these two programs strengthens the theory's construct validity, convergent validity, and explanatory scope. Rather than relying solely on confirming evidence or isolated applications, the project documents both the recurrence of DSRP throughout the scientific literature and the continued failure of proposed counterexamples to identify missing structural primitives. As a living resource, the compendium provides an open and continuously updated record of both the theory's empirical support and its ongoing critical testing.