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 Lyona, Natasha Frichiela
Year 2024
Publisher Traveloka Design (Medium)
Kind of work blog
Discipline Media & Communication
Secondary disciplines Business & Management
Kind of engagement public
Applied false
To show, after taking an eCornell course on the Cabreras' four simple rules, that systems thinking was already latent in the author's day-to-day UX writing practice, and to make the rules concrete by mapping each onto her own work.
One project at Traveloka, begun early 2023: ancillary purchases such as baggage, seat selection, special meals and priority check-in, bought after ticket issuance. Collaborators are named by role — an interaction designer who ran the in-depth interviews, a visual designer, and other stakeholders — not by headcount.
A four-section post, one section per pattern. Each section states the rule and then narrates an episode from the project. The underlying work involved in-depth user interviews, iterative copy testing, and a change from dynamic copy keyed to the traveler's timeline to static copy that stays relevant at any stage.
The author reports reduced contact rates, more self-service baggage issuance, and improved search and issuance of other ancillary items. Her conclusion is that DSRP introduced no new approach but gave her language for processes she had already been running intuitively, so that systems thinking, as she puts it, has always been apparent in her UX writing. She compares the framework to glasses that sharpen existing vision rather than a tool required to solve problems.
A UX writer at Traveloka applies the four patterns, one per section, to a project on post-booking ancillary purchases, and concludes they named what she was already doing.
Lyona took an eCornell course on the four simple rules and went back through a project she had just finished to see whether the rules described it. The project concerned ancillary purchases — baggage, seats, meals, priority check-in — that customers could buy after their ticket was issued. Contact rates were high even though the e-ticket carried entry points to all of them, and in-depth interviews run by an interaction designer found that users fixed on one part of the e-ticket and rarely explored the rest. Her distinctions section splits users into those unaware of the entry points and those aware of them, and prioritizes the first group. Her systems section describes iterative copy testing, with each round of feedback treated as a part of the decision that became whole, and the shift from copy tied to the traveler's timeline to copy that holds at any stage. Her relationships section moves from bivalent thinking, where a position is either this or that, to multivalent thinking that admits many outcomes, and applies it to working with the interaction designer, the visual designer and other stakeholders. Her perspectives section is about scoping and about the difficulty of hearing differing opinions, and credits diverse input with producing more inclusive and emotionally resonant copy. She closes on an image of glasses: useful for seeing clearly, not the thing that does the seeing.
Two of the four sections use the operator rather than the label. Her distinctions section is identity and other done properly — users who know about the entry point and users who do not is a boundary drawn for a purpose, with the not-set treated as the one that matters. Her relationships section reaches the bivalent-to-multivalent point, which is further than most practitioner write-ups get before stopping at the observation that things are connected. The systems section is where the restatement slips. Treating successive rounds of copy-testing feedback as parts that make a decision whole describes a sequence in time, which is action-reaction with iteration, not composition; part-whole asks what a thing is made of and what it belongs to, and the answer in her project was available — a line of microcopy is part of an e-ticket, which is part of a post-booking flow, which is part of the ancillary purchase system she was trying to fix. Her closing claim, that the patterns named what she was already doing rather than adding anything, is the finding the theory would predict, and she has supplied a worked case of it.
Patterns it shows D, S, R, P
Added 2026-10-14
How to cite this Lyona, Natasha Frichiela (2024). My UX Writing Revelation: The Presence of Inherent Systems Thinking. Traveloka Design (Medium).