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.
Authors Berg Wig, Bjarne
Year 2026
Publisher Bjarne Bergs Substack
Kind of work article
Discipline Business & Management
Secondary disciplines Systems Science
Kind of engagement public
Applied false
To argue that making a system visible is how a group arrives at a shared mental model, and to set out a visual mapping practice for doing that in an Obeya.
An argumentative essay for Lean and learning-organization practitioners. It opens on children learning by trying, observing and adjusting, and on cave art as early evidence that people have always made ideas visible. It states a formula, I x O = K, in which information multiplied by its organization yields knowledge, and argues from it that schooling should teach organizing rather than memorizing. It then turns to W. Edwards Deming's system diagram and his photograph of the London Symphony Orchestra as images that gave Japanese engineers a shared model, which Berg Wig calls the beginning of Lean. DSRP enters as the vocabulary for doing the same work deliberately, and is applied to a restaurant, Symra, that is first mapped as an order-to-delivery process and then examined from the guest's, the chef's and the waiters' viewpoints. The essay closes on a see-think-try-learn cycle of small experiments.
Berg Wig concludes that visualization is not a presentation technique but the means of building collective understanding, and that collective understanding is the foundation of an adaptive learning organization. He claims visual mapping produces shared understanding, clearer communication, a test of whether people actually hold the same mental model, surfaced differences in viewpoint, and less siloed work, and that improvement becomes collective rather than individual once a group can see the same system together. He argues that preparing people for a fast-changing future calls for skills in organizing information rather than more information.
A Lean and learning-organization essay that uses DSRP as the working vocabulary of an Obeya, applying the four patterns and two of the Cabreras' mapping moves to a restaurant's order-to-delivery process.
Berg Wig's subject is visual management, and DSRP arrives in the essay as the part that was missing from it. He credits Derek Cabrera's account of how the brain organizes information with supplying a clearer language for visualization, then states the four patterns compactly: distinctions as what a thing is and what makes it different, systems as what it is made of and what it is part of, relationships as the interactions that can be observed, and perspectives as how the thing looks from different viewpoints. The restatement is brief but not garbled, and it keeps each pattern's two elements rather than reducing the set to four topics. The application is where the essay does most of its work. Berg Wig maps the Symra restaurant as a process in which a guest reads the menu, speaks with a waiter and orders, the waiter carries the order to the kitchen, and food and drink come back out. He then names two moves for going further. The first he writes as RDS: describe a relationship, make a distinction of it, and open that distinction as a system of parts. The second is the P-circle, in which the same order-to-delivery process is examined from the guest's, the chef's and the waiters' positions, with the question of how each would understand and improve it. Both are the Cabreras' own moves, carried over under their own names, and the restaurant example shows a reader what each one produces rather than only asserting that it works. The essay's wider argument is historical and pedagogical rather than theoretical. Deming's diagram and orchestra photograph stand as evidence that a shared picture can reorganize an industry, and the formula I x O = K carries the claim that knowledge is information plus its organization, which is what makes an organizing vocabulary worth teaching. DSRP is positioned as the vocabulary for the see-think-try-learn cycle Berg Wig recommends: a group maps what it can see, examines the map through distinctions, parts, relationships and perspectives, runs a small experiment, and maps again.
The essay's rendering of the four patterns is accurate, and it carries over two of the Cabreras' moves, the RDS barbell and P-circles, under their own names and to their own purpose, which is rarer in practitioner writing than restating the acronym. The Symra example is the useful part: a reader sees what shifting from a process map to a P-circle actually yields, and the three viewpoints are treated as positions that see different systems rather than as opinions about one system. One attribution is missing. I x O = K is the Cabreras' formula, information organized yields knowledge, and the essay presents it unsourced while crediting Cabrera a few paragraphs later for the four patterns; a reader is left unable to tell that the formula and the patterns come from the same body of work, which matters because the formula is what makes DSRP a claim about knowledge rather than a diagramming aid. The claim that more nerve cells connect to the eyes and hands than to other parts of the body is offered without a source and does not need to carry the argument, which stands on the restaurant example without it. The essay also uses DSRP as a mapping vocabulary rather than as a structural theory, so the universality claim and the evidence behind it go unmentioned; that is a choice of scope appropriate to the audience, not an error.
Patterns it shows D, S, R, P
Added 2026-10-21
How to cite this Berg Wig, Bjarne (2026). From Cave Walls to Obeya Rooms: Why we Think Through Visual Systems. Bjarne Bergs Substack.