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 Fikes E
Year 2017
Publisher Cornell AAP
Kind of work press
Discipline Agriculture & Food
Secondary disciplines Environment & Sustainability
Kind of engagement press
The article announces the 2017–18 ThinkWater Fellowship, a USDA-supported initiative designed to teach systems thinking to professionals working on water-related issues so they could apply it directly to program design, education, outreach, and Extension. The cohort included ten professionals from universities, government agencies, nonprofits, and natural-resource organizations working with audiences ranging from farmers and community members to volunteers and youth.
Teaching water researchers, educators, and Extension professionals systems thinking can influence how they design programs, communicate complex water issues, conduct outreach, and engage diverse audiences. ThinkWater describes its broader mission as applying systems thinking to existing water education and research in order to address complex or “wicked” water problems.
Coverage of the work. The fellowship demonstrates that DSRP-based systems thinking was transferred into a USDA-supported national professional-development initiative and applied across multiple water-related disciplines and organizations. This is strong evidence of real-world adoption and cross-domain applicability
ThinkWater selected ten water professionals from across the United States for a cohort designed to integrate systems thinking into their existing work. Participants included specialists in environmental sociology, groundwater, water quality, aquatic ecology, forestry, sustainable communities, fisheries and wildlife, and environmental education. Unlike the first ThinkWater fellowship cohort, which consisted primarily of advanced scholars and faculty engaged in water research, this cohort was deliberately oriented toward professionals positioned to translate systems thinking into real-world education, program development, outreach, and Extension activities. ThinkWater’s broader program explicitly uses DSRP—Distinctions, Systems, Relationships, and Perspectives—as its systems-thinking framework.
Patterns it shows D, S, R, P
How to cite this Fikes E (2017). Enriquez and Davis Selected for USDA ThinkWater Fellowship. Cornell AAP.