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.
Bukach et al, 2012, Neuropsychologia — Neuroscience
Patterns: Distinctions
Through training, a neurologically impaired human can learn to distinguish between objects with time. i,e, Distinction-making can be trained.
The prosopagnoisac took significantly longer to obtain expert status, however, they did eventually obtain it.
Can someone with prosopahnoisa recognize distinctions in greebles?
Bukach et al. 2012 attempted to teach a prosopagnosic participant how to recognize the previously mentioned greebles. Prosopagnosia is a condition in which the person does not have the ability to recognize faces compared to other types of objects. They wrote that, “...the expertise account of face-specificity hypothesizes that face recognition is a particular example of more domain-general mechanisms that potentially support expert-level within-category individuation across most visually homogeneous object categories.” They mention that some studies done on neurotypical people have called into question the specificity of facial recognition, and it might not be faces that have a specific recognition point, but another aspect of that kind of Distinction. This participant’s prosopagnosia developed after the anterior temporal lobe was damaged in a car accident. Along with this impaired participant, 5 age-matched male participants were tested as a control. The procedure for this experiment was replicated from Gauthier and Tarr 1997 study mentioned above. The only difference was that they learned 30 of the greebles at the family level, but only learned 20 at the individual level. The impaired participant performed significantly worse than the control participants. He had to use alternative strategies such as figuring out the family that the greeble belonged to first, and then figuring out the individual identity. It took this participant extra trials to be able to meet the expert criteria than the controls did. What is interesting, however, is that the participant with prosopagnosia could be considered an “expert” at all. That indicates that even people who are impaired in their distinction-making have the ability to learn how to distinguish things more accurately and quickly.
These researchers were not testing DSRP. The finding is theirs; the correspondence to DSRP is drawn by this site.