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 Patrick (Test Pappy)
Year 2026
Publisher Test Pappy (testpappy.wordpress.com)
Kind of work article
Discipline Computer Science & AI
Kind of engagement public
Applied false
To account for why some people adapt easily to unfamiliar software and others do not, and to name the move the author believes explains the difference. The author's answer is structural understanding rather than memorized steps, and the tool he reaches for is a Cabrera construct: "now I learned from the Drs. Cabrera about their DSRP framework and the cognitive jigs."
A short personal blog post by a software tester. It contrasts the author's own way of approaching new tools with his father's reliance on written click sequences that break when an interface changes, then introduces the S-to-P jig — "One of those jigs they call the S-to-P jig, short for System-to-Perspective" — and applies it to one case: moving from Jira to Azure DevOps after a job change. The author maps work-item tracking, links, item types, hierarchy and test management from the system he knows onto the unfamiliar one.
The author reports that the jig is what he had been doing implicitly and now has a name for: "The idea is simple. You take an existing system you know and apply it to new perspectives." He concludes that people who understand a system's structure can find their way around an unfamiliar tool, while those who have memorized surface steps cannot, and presents the jig as the heuristic that makes the first approach repeatable. No measurement or comparison is offered beyond the single example.
A software tester adopts the Cabreras' S-to-P jig as a named heuristic for learning unfamiliar tools, and works it through his own move from Jira to Azure DevOps. DSRP enters here as one construct put to use rather than as a framework explained.
This is a narrow but genuine application, and its interest is in which part of DSRP travels. The author does not set out to teach the four patterns, and he does not name them; what he takes is a single cognitive jig and a specific use for it. The S-to-P jig takes a system the thinker already knows and brings it to bear as a perspective on something unfamiliar, and the author's example is exactly that move: having worked in Jira, he treats its structure — work items, links, item types, hierarchy, test management — as the vantage from which Azure DevOps becomes legible, rather than learning the new tool's menus from scratch. The framing device is his father, who navigates Windows by written sequences of clicks and is stranded whenever an interface changes. The contrast makes the author's point sharply: a memorized path is tied to one surface, while a known system can be carried to a new one. He credits the jig with naming something he had been doing without a name for it. The engagement does not go further than this. The four patterns are not explained, the jig's place among them is not described, no sources are cited, and the single example is anecdotal. A reader meeting DSRP for the first time here would come away with one usable move and no account of the grammar it belongs to.
Patrick uses the S-to-P jig for what it is for. The jig takes a system and deploys it as a perspective, and the Jira-to-Azure-DevOps case is a clean instance: a known structure is brought to bear on an unfamiliar one, and the parts he carries over — item types, hierarchy, links — are the structural features rather than the interface. His contrast with memorized click sequences also lands on something the theory would predict, since a sequence of steps encodes no part-whole structure and so has nothing to transfer.
Patterns it shows S, P
Added 2026-10-20
How to cite this Patrick (Test Pappy) (2026). Finding Your Way or Why My Dad Can't Use Windows. Test Pappy (testpappy.wordpress.com).