Living Evidence Compendium

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.

What if the same structures that organize your thoughts also organize the world? Explore the hypothesis

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.

DS RP
DistinctionsSystemsRelationshipsPerspectives
Identity ↔ OtherPart ↔ Whole Action ↔ ReactionPoint ↔ 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?

Try a demonstration yourself Why is this convergent evidence compelling? See why independent convergence is one of science’s strongest forms of evidence.

independent opportunities for the theory to fail.

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.

Discipline
Field

No studies match your search

Try a different term or clear the filters.

About this collection

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.

Cabrera, D., Cabrera, L., & Cabrera, E. A Literature Review of the Universal and Atomic Elements of Complex Cognition. Journal of Systems Thinking. · Cornell University & Cabrera Research Lab.

How to cite this collection

APA
BibTeX

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.

About this record

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.

How to cite the counterexamples and resolutions

APA
BibTeX

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.

Know of work that belongs here?

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.

 

DSRP Evidence

The Benefits, Universality and Boundaries of DSRP Theory

Mossé, Benjamin, 2025, benjamin-mosse.com — Philosophy

Patterns: Distinctions, Systems, Relationships, Perspectives

In short

An independent cybersecurity researcher who completed a six-week DSRP course sets out, across three essays, what he takes DSRP to deliver and where he thinks its claims overreach, engaging directly with recent Cabrera papers on universal ontology and the grammar of reality.

What they found (results)

Six boundaries. One, DSRP constrains coherence but does not replace domain theory, which the author supports with the Cabreras' own line that DSRP "doesn't unify physics through a Lagrangian equation" while it "structures everything that can be explained." Two, models are frame-dependent, since the paper's Relativity section makes the operators context-dependent rather than standalone, so the frame must be declared and different frames can yield competing but coherent models. Three, representation pluralism: a content-agnostic grammar still leaves multiple workable encodings, and DSRP will not choose among coherent ones. Four, DSRP diagnoses structural incoherence but does not settle domain-level inventories where rival ontologies remain live, because "coherence is necessary, but it is not sufficient for truth." Five, the falsifiability target is structural, sitting at a higher altitude than entity-level scientific disputes. Six, the discovery boundary: a coherent map can become a closed world, so practitioners must treat modeling choices as hypotheses and run deliberate frame variation. Mosse explicitly credits a stronger-than-tidiness role for organization, noting the Cabreras' empirical framing in which holding content fixed and changing organization produces systematic differences in measured model-world fit. He closes: "DSRP structures explanation. It does not terminate explanation."

What they set out to do (purpose)

Grants DSRP its strongest framing as a structural ontology and then asks what that universality actually buys, mapping where DSRP ends and domain theory begins. The author states the aim as staying "as faithful as possible to the strongest version of the claim" and calls the result "a boundary map, not a takedown."

These researchers were not testing DSRP. The finding is theirs; the correspondence to DSRP is drawn by this site.

Source