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.

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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

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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

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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

A teoria DSRP: um novo paradigma para o pensamento sistêmico

Details

Authors Logullo, Ygor; Belderrain, Mischel Carmen Neyra

Year 2021

Publisher Anais do 16\textordmasculine Congresso Brasileiro de Sistemas

Kind of work proceedings

Discipline Systems Science

Secondary disciplines Education

Reading level intermediate

Kind of engagement scholarly

Read it at the publisher 10.29327/155054.16-5

In authors' words

What they set out to do (purpose)

Introduces DSRP theory to the Brazilian systems community in Portuguese, tracing its development from Cabrera's early work and setting out all four Patterns with adapted element tables.

What they found (results)

Presents DSRP as a candidate "fourth wave" that could universalize systems thinking without displacing the field's pluralism, but closes on a reserved question – whether DSRP is a new approach, a method, or in fact the universalization of the field – noting that it imposes a formalism of its own.

Commentary

In short

Our reading: useful because it is neither adoption nor dismissal. Two researchers at Instituto Tecnologico de Aeronautica, with no Cabrera involvement, read the theory closely enough to reproduce its structure for a new-language audience and then decline to settle what it is. The reservation they raise – that DSRP imposes a formalism of its own – is a fair objection and one the containment papers answer directly, since their whole claim is that the formalism is elemental rather than one more competing vocabulary.

In more detail

Both authors are at Instituto Tecnologico de Aeronautica. Bibliographic details confirmed against Crossref: authors, title, proceedings, publisher, page range and DOI all match. Note that the DOI resolves to the full Anais volume rather than to a separate file for this paper, so the paper's own text sits at pages 75-82 of that PDF.

Response

Neither adoption nor dismissal, which is what makes it useful. Two researchers at Instituto Tecnológico de Aeronáutica reproduced the structure closely enough to present it in Portuguese to a new audience, then declined to say what it is — a new approach, a method, or the universalization of the field. The reservation about imposing a formalism of its own is a fair one and is not answered by the theory's own literature.

Patterns it shows D, S, R, P

Shows it makes a difference

Added 2026-09-10

How to cite this Logullo, Ygor; Belderrain, Mischel Carmen Neyra (2021). A teoria DSRP: um novo paradigma para o pensamento sistêmico. Anais do 16\textordmasculine Congresso Brasileiro de Sistemas.