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

Mapear Sistemas: Por que, Quando e Como

Details

Authors Resck, Ravi

Year 2021

Publisher Target Teal

Kind of work press

Discipline Business & Management

Secondary disciplines Systems Science

Kind of engagement public

Applied false

Read it

In authors' words

What they set out to do (purpose)

To explain, for practitioners, why systems mapping is worth doing, when to do it, and how, and to survey the mapping tools the author uses in consulting work.

How they did it (methods)

A consultancy blog post in Portuguese. Resck sets out four capabilities that mapping ability consists of, then reviews the software he uses, Plectica among them, with the limits of each and of maps generally.

What they found (results)

Resck names Kumu as the tool he uses most, and reports that he likes Plectica for drawing processes and workshop flows, writing that 'esse software oferece algumas coisas que nenhum outro possui' and that the free plan, despite its space limits, is enough to see what sets it apart. He acknowledges throughout that maps are limited models of the systems they represent.

Commentary

In short

A Brazilian consultancy's practitioner guide to systems mapping that sets out the four DSRP operations as what mapping ability consists of, and identifies Plectica as the tool built on the framework.

In more detail

Resck opens the methodological part of the post with four capabilities, given as a list: 'Fazer distinções entre ideias,' 'Organizar ideias em sistemas compostos de partes e todos,' 'Identificar relações entre ideias,' and 'Ter múltiplas perspectivas sobre qualquer ideia.' These are the four patterns in Portuguese, with the part-and-whole pair stated explicitly in the second, though Resck does not label the list as DSRP at that point. The attribution comes later, in the tool survey: 'O Plectica é um software de mapeamento alinhado com o framework DSRP desenvolvido pelo Derek,' and 'O Plectica é um software relativamente novo e é desenvolvido pelo Cabrera Lab.' He reports using Plectica for processes and workshop flows and credits it with features no other tool has, while naming Kumu as his own most-used tool. On Cabrera himself he writes: 'O Derek Cabrera é um personagem controverso e oferece várias críticas relevantes a algumas modinhas do pensamento sistêmico' — a controversial figure who offers relevant criticisms of some systems-thinking fads. He does not define the four patterns, elaborate the framework, or raise any objection to its content.

Response

The four operations Resck lists are the four patterns stated correctly, including the part-and-whole pair, and his identification of Plectica as built on the framework is accurate. He leaves the connection implicit: the list of capabilities and the naming of DSRP sit in different sections, so a reader does not learn from this post that the four operations he opens with are the framework he later names.

Patterns it shows D, S, R, P

Added 2026-10-19

How to cite this Resck, Ravi (2021). Mapear Sistemas: Por que, Quando e Como. Target Teal.