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 Shaman, Jeffrey and Stieglitz, Marc and Burns, Doug
Year 2004
Publisher Hydrological Processes
Kind of work article
Discipline Hydrology
Secondary disciplines Environment & Sustainability
Applied false
Read it at the publisher 10.1002/hyp.5739
To test whether low-flow runoff changes with basin size, on the expectation that deep groundwater contributes more to low flow in larger basins.
Eleven mostly nested catchments in the 176 square kilometer Neversink River watershed, Catskill Mountains, New York.
Comparison of low-flow runoff across nested basins that share similar topography, vegetation, soils, and bedrock, set against a previous stream-chemistry study of the same watershed.
The hypothesis was not supported. Above a critical basin size of about 8 to 21 square kilometers, low-flow runoff was similar across the watershed. The physical data showed self-similarity among basins larger than 8 square kilometers, while the earlier chemistry study found gradual change among basins larger than 3 square kilometers.
The authors compare low-flow runoff across nested catchments of different sizes. Above a threshold size the larger basins behave like the smaller ones, though the threshold differs for physical and chemical measures.
The study speaks to Systems, since it asks whether a whole is the sum of its nested parts. It also shows a Distinction in the form of a critical size threshold at which behavior changes. Caveats: the finding is that the whole resembles its parts above a threshold, which is a statement about scale and self-similarity more than about emergence. The relationship between the chemical and physical thresholds is only noted by the authors. This record rests on the publisher page and Crossref only, not the full text.
Patterns it shows D, S
Shows the structure is there
Added 2026-11-02
How to cite this Shaman, Jeffrey and Stieglitz, Marc and Burns, Doug (2004). Are big basins just the sum of small catchments?. Hydrological Processes.