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.
Try a different term or clear the filters.
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.
Subba, Dil Bikram, 2026, The Shivapuri Journal — Military
Patterns: Distinctions, Systems, Relationships, Perspectives
This is doctrinal adoption by a serving officer, not a test. What lifts it above a citation is that DSRP gets its own framework section and figure with all four Patterns defined, is mapped onto the army's actual planning processes, and that the author then modifies a Cabrera model rather than only reproducing it. An outside institution extending VMCL to fit its own planning chain is a different kind of engagement evidence than a literature citation, and the modification itself is worth watching: whether the Objectives layer is a genuine gap or a restatement of what Mission already carries is a question the site could take up.
Concludes that systems thinking is "an institutional necessity" for military decision-making and problem-solving, and proposes an enhanced VMOCL framework – Vision, Mission, Objectives, Capacity, Learning – extending the Cabreras' VMCL by inserting an Objectives layer as a bridge between intent and implementation. Also catalogs the cognitive biases and institutional barriers that obstruct systems thinking in that context.
Argues that traditional military decision tools cannot handle the interconnected nature of contemporary security challenges, and sets out systems thinking as the alternative for the Nepali Army, mapped onto its formally adopted Institutional and Tactical Planning Processes.
Author is Brigadier General Dil Bikram Subba, Nepali Army; the journal is published by the Nepali Army Command and Staff College. Keywords: bias, cognitive tools, complex adaptive system, decision making framework, heuristics and fallacies, problem solving, systems thinking. Derek's verification from the article PDF: DSRP is defined across all four Patterns with its own Figure 3, Cabrera and Cabrera 2015, 2018 and 2022 are cited, and Figure 11 presents the original VMOCL extension. IOPP and TPP are the army's Institutional and Tactical Planning Processes.
This paper underscores the significance of systems thinking for adaptive military decision-making and problem-solving in complex operational environments. By using an analytical and descriptive approach, this paper reiterates the fact that traditional approaches often fall short to address the interconnected nature of contemporary complex security challenges. Therefore, systems thinking presents holistic tools and frameworks to enhance situational understanding, anticipate second- and third-order effects, and foster organizational agility. It also discusses key principles and practical tools, identifies cognitive biases and institutional barriers, and recommends useful measures to deal with it in the Nepali Army's context. Furthermore, it concludes that systems thinking emerges as an institutional necessity for enhancing skills for decision-making and problem-solving given the Nepali Army's formal adoption of IOPP and TPP.
These researchers were not testing DSRP. The finding is theirs; the correspondence to DSRP is drawn by this site.