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 Havy and Waxman
Year 2016
Publisher Cognition
Discipline Human Development
Read it at the publisher 10.1016/j.cognition.2016.07.011
Exploring the impact of naming on infant categorization.
This resulted in the two-name-group sorting the objects based on which end of the spectrum they resembled most, while the one-name-group did not sort. The researchers found that, “even when presented with a unimodal distribution, infants listening to two distinct names for exemplars at each end of the continuum formed two distinct categories.” Overall, they determined that “even before infants begin to produce words on their own, naming serves as a strong supervisory signal for category learning, supporting infants as they impose boundaries along a continuum and highlighting the categories joints.”
This implies that the addition of Distinctions i.e., naming) to the Systems (i.e., categories) the infants are trying to make aids in their forming part-whole systems and even can begin their comprehension of Relationships.
Havy and Waxman, 2016, did two experiments with 32 and 16 healthy nine month old infants. The general idea was that, “if infants formed two distinct categories during the learning phase, each linked to one (or the other) pole of the underlying distribution, then infants would detect that members of one category move to the right doors and members of the other category to the left.” In the first experiment, 32 healthy 9 month old infants were randomly assigned to either the one-name or two-name groups. The stimuli were a spectrum of colorful creature-esque objects going from one creature to the other. One group was shown the objects, and a nonsense name was spoken (the one-name-group), while the other group was shown the objects and the two objects on the ends of the spectrum were each given a different nonsense name (the two-name-group). This resulted in the two-name-group sorting the objects based on which end of the spectrum they resembled most, while the one-name-group did not sort. In the second experiment, 16 healthy, 9-month-old infants were given similar stimuli (with the distribution tighter around the poles) and performed the same procedure as the first experiment. The researchers found that, “even when presented with a unimodal distribution, infants listening to two distinct names for exemplars at each end of the continuum formed two distinct categories.” Overall, they determined that “even before infants begin to produce words on their own, naming serves as a strong supervisory signal for category learning, supporting infants as they impose boundaries along a continuum and highlighting the categories joints.” This implies that the addition of Distinctions i.e., naming) to the Systems (i.e., categories) the infants are trying to make aids in their forming part-whole systems and even can begin their comprehension of Relationships.
Patterns it shows D, S, R, P
How to cite this Havy and Waxman (2016). Naming influences 9-month-olds’ identification of discrete categories along a perceptual continuum. Cognition.