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 Mareschal and Quinn
Year 2001
Publisher Trends in Cognitive Sciences
Discipline Cognitive Science
Read it at the publisher 10.1016/S1364-6613(00)01652-6
Looked at the process of categorization, especially in infancy.
The results showed that “studies not requiring a familiarization phase find that infants separate entities according to broad, global category distinctions.” While studies that did have a familiarization phase showed that, “infants can sort entities into global categories, but they can also form more finely tuned basic-level categories, and in some instances are even sensitive to the exemplar-specific characteristics of the individual instances presented during familiarization.”
Their research demonstrated that the Distinction making process begins early in life, and leads one to see that Distinction making is also an essential part of categorization. This indicates that in order to perform a task as simple as interacting with objects, both the D and S patterns of mind are present and could lead one to infer that these are fundamental processes in human thinking due to their early appearance in life.
The process of categorization (forming distinctions between types of objects), begins at around 3 months of age, and improves as the infants grew according to Mareschal and Quinn, 2001. They completed
5 studies with infants between 3 and 30 months of age on their ability to categorize. This was measured in five ways, from visual preference, object-examination, leg-kicking, generalized imitation, and sequential touching. The visual preference experiments were tested via a portable apparatus that provided a viewing chamber with a grey stage that contains two compartments, used to display two stimuli simultaneously to the infant.
The object examination experiments were conducted in two phases, familiarization and testing. In the familiarization phase, infants sat in a highchair and were given objects in a random order to simply gain some understanding of the objects prior to testing. The testing phase involved three trials of the presentation of: a novel instance from a familiar category, a novel instance from a novel category, and a completely novel stimulus.
There were three types of tests performed - the one that is of greatest interest is the sequential touching test. During the sequential touching experiments, infants were seated in highchairs and eight objects were randomly placed on the high chair table. The infant is allowed and able to independently manipulate the objects for several minutes. The order in which the infants manipulate the objects is observed and recorded. The results showed that “studies not requiring a familiarization phase find that infants separate entities according to broad, global category distinctions.” While studies that did have a familiarization phase showed that, “infants can sort entities into global categories, but they can also form more finely tuned basic-level categories, and in some instances are even sensitive to the exemplar-specific characteristics of the individual instances presented during familiarization.” Their research demonstrated that the Distinction making process begins early in life, and leads one to see that Distinction making is also an essential part of categorization. This indicates that in order to perform a task as simple as interacting with objects, both the D and S patterns of mind are present and could lead one to infer that these are fundamental processes in human thinking due to their early appearance in life.
Patterns it shows D, S, R, P
How to cite this Mareschal and Quinn (2001). Categorization in infancy. Trends in Cognitive Sciences.