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 Haapai Enterprises
Year 2025
Publisher Haapai Enterprises (haapai.nz)
Kind of work blog
Discipline Business & Management
Secondary disciplines Systems Science
Kind of engagement public
Applied false
To introduce DSRP to the consultancy's readers as the four fundamental patterns underlying cognition and systems thinking, and to set out the habits of mind the post calls the DSRP mindset.
A short explainer in four parts, each sentence carrying a numbered citation. "The Four Building Blocks of DSRP" defines each pattern with its element pair: distinctions as identity and other, systems as part and whole, relationships as action and reaction, perspectives as point and view. "Key Aspects of DSRP Theory" states that the patterns are universal to thinking and to the structuring of information and that they operate simultaneously and nonlinearly. "Application in Systems Thinking" gives one use per pattern — decomposing a problem, locating parts in larger wholes, tracing cause and effect, and holding multiple viewpoints — and connects the set to wicked problems. The longest section is a nine-item list of practices: attend to underlying structure rather than content, expect the patterns everywhere, treat knowledge as actively constructed, treat it as evolving, model concepts physically or graphically, iterate across elements until understanding satisfies, mix and match the patt
The post claims that the four patterns are universal to thinking, that making their use explicit improves thinking, and that DSRP gives practitioners a structured but flexible method for wicked problems. It closes by claiming that adopting the nine listed practices improves systematic thinking.
An explainer from a New Zealand consultancy that sets out the four patterns with their element pairs and then lists nine practices it calls the DSRP mindset. It is assembled from secondary sources — an encyclopedia entry, two blog posts, and Cabrera Research Lab's own blog — rather than from the primary literature.
The post's expository core is accurate as far as it goes. All four patterns are named with both of their elements, which is more than most short introductions manage, and the two structural claims it reports — that the patterns are universal to the structuring of information, and that they operate simultaneously and nonlinearly rather than as stages — are the theory's claims and not a procedural misreading of them. The nine-item mindset list is where the post does its own work, and it reaches past the usual summary in three places: it foregrounds structure over content as the object of attention, it names the constructivist and evolutionary-epistemology commitments that sit behind the theory, and it locates the analysis at the level of the elements rather than the four pattern names. The last of these is the distinction between knowing that there is a pattern called perspectives and being able to move a point onto a view. Against that, the post gives no example at all. There is no worked case, no scenario, and no demonstration of a pattern being applied to anything, so a reader finishes with the vocabulary and the element pairs but without having seen a move made. Its citation base is secondary throughout: a Wikipedia entry, an i2Insights post, and another practitioner's blog carry most of the sentences, with Cabrera Research Lab's own blog cited for the mindset items and the primary papers appearing only as an unused ResearchGate listing in the source list.
The post gets the element pairs right, and it gets simultaneity right — it says the patterns operate at once and nonlinearly, which is the claim that four-step readings of DSRP get wrong. Naming the constructivist and evolutionary-epistemology commitments is also correct and unusual in a short practitioner piece; those are in the theory and most summaries omit them. The error is one of attribution rather than of content. The post credits DSRP to Derek Cabrera alone, where the theory as it now stands is the joint work of Derek and Laura Cabrera, and its 2018 and later statements are co-authored. The post also claims that explicit use of the patterns improves thinking and sources that claim to a practitioner blog, when the claim is one the measurement literature addresses directly and could have been cited for. Nothing in the post misstates what the theory holds.
Patterns it shows D, S, R, P
Added 2026-10-28
How to cite this Haapai Enterprises (2025). DSRP. Haapai Enterprises (haapai.nz).