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 Quinn et. al.
Year 1997
Publisher Infant Behavior and Development
Discipline Human Development
Read it at the publisher 10.1016/s0163-6383(97)90059-x
Researching how infants perceive things.
The infants were able to visually distinguish the shapes and their looking times indicated as such.
From an early age, the human brain is capable of visually distinguishing between stimuli.
An innate process possessed by humans leads one to explore when humans develop this skill and how it can be ascertained. In 1997, Quinn et. al. 1997 completed two studies on 97 healthy infants between three and four months old. In Experiment 1, an embedded figure task was used to determine whether three and four month-old infants organize visual pattern information in accord with the good continuation principle which simply means that humans tend to see a line as continuing in the direction in which it is set.
Two experimental groups were familiarized with a complex pattern shown in Figure 3.
To determine whether infants could parse and organize the pattern in Figure 3 into two distinct shapes (a teardrop and a square) one experimental group was presented with a teardrop shape and a number 4 immediately following familiarization. In the experimental group, 17 out of 24 infants showed a preference for the “4” at a preference rating of over 50%, while in the control group (those who had not seen the number 4 alongside the teardrop), only 4 out of 24 infants showed a preference for the “4” at a preference rating of over 50%. These results indicate that the experimental group of infants who had seen the teardrop before, saw the number “4” a novel visual stimulus—catching their attention and preference. This preference indicates that the infants were able to Distinguish pattern into two Distinct shapes.
A second experimental group was presented with a square shape and a number 4 immediately following familiarization. In this experimental group, 22 out of 24 infants showed a preference for the “4” at a preference rating of over 50%, while in the control group (those who had not seen a 4), 14 out of 24
1 The “good continuation principle” refers to the Gestalt organization principle that humans have an innate tendency to perceive a line as continuing in the established direction of the line.
infants showed a preference for the “4” at a preference rating of over 50%. Further, these results indicate that the experimental group of infants who had seen the square shape before were able to Distinguish the above pattern into two Distinct shapes.
According to the authors the experiment showed, “a finding consistent with the notion that infants’ adherence to the good continuation principle facilitated organization of the region containing the contours of the square into the square shape.” These results from both groups in Experiment 1 confirm that some degree of habituation to the familiar stimulus occurred in both experimental groups.
Patterns it shows D
How to cite this Quinn et. al. (1997). Perceptual Organization of Complex Visual Configurations by Young Infants. Infant Behavior and Development.