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.
Cavallo et al., 2017, Psychological Science — Cognitive Science
Patterns: Perspectives
Perspectives therefore can be anthropomorphic, physical, spatial and conceptual in nature.
When viewing from the human avatar’s Perspective, there was evidence to show that the participants spatially remapped the environment. They wrote that as a result of their experiment, they found that, “remapping does not require the presence of a human avatar but simply the possibility of a human perspective.” This article demonstrates that the presence of the identity/other construct can deeply change the way one interacts with their environment. As an example of this, they wrote, “When responding from their own viewpoint, right-handed participants responded faster when the object was closer to and to the right of them. In contrast, when responding from the viewpoint of a human avatar seated facing them, participants responded faster when the object was closer to and to the right of the avatar.”
To study spatial perspectives.
Spatial perspectives were studied by Cavallo et. al. 2017. Specifically, they examined how taking a spatial Perspective involves a process of mental “remapping” of the spatial environment from a different point of view. Three experiments were conducted. In the first experiment, participants had to “judge whether the apple was to the left or right from their own perspective and from that of the human avatar seated at the opposite end of the table.” When viewing from the human avatar’s Perspective, there was evidence to show that the participants spatially remapped the environment. The second experiment tested whether the remapping happened due to the presence of a human triggered spatial remapping. They wrote that as a result of their experiment, they found that, “remapping does not require the presence of a human avatar but simply the possibility of a human perspective.” In the third experiment, the scene was changed so that a human couldn’t possibly fit at the end of the table. As a result, the spatial remapping effect
disappeared. This article demonstrates that the presence of the identity/other construct can deeply change the way one interacts with their environment. As an example of this, they wrote, “When responding from their own viewpoint, right-handed participants responded faster when the object was closer to and to the right of them. In contrast, when responding from the viewpoint of a human avatar seated facing them, participants responded faster when the object was closer to and to the right of the avatar.” Perspectives therefore can be anthropomorphic, physical, spatial and conceptual in nature.
On many occasions, people spontaneously or deliberately take the perspective of a person facing them rather than their own perspective. How is this done? Using a spatial perspective task in which participants were asked to identify objects at specific locations, we found that self-perspective judgments were faster for objects presented to the right, rather than the left, and for objects presented closer to the participants’ own bodies. Strikingly, taking the opposing perspective of another person led to a reversal (i.e., remapping) of these effects, with reference to the other person’s position (Experiment 1). A remapping of spatial relations was also observed when an empty chair replaced the other person (Experiment 2), but not when access to the other viewpoint was blocked (Experiment 3). Thus, when the spatial scene allows a physically feasible but opposing point of view, people respond as if their own bodies were in that place. Imagination can thus overcome perception.
These researchers were not testing DSRP. The finding is theirs; the correspondence to DSRP is drawn by this site.