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.
J. D. Caddell; Roshanak Nilchiani, 2023, IEEE Engineering Management Review, 51, 148-165 — Business & Management
Patterns: Distinctions, Systems, Relationships, Perspectives
Strong supportive application. The authors explicitly use DSRP to map artifacts from the interpersonal-trust literature, identify the essential components of the phenomenon, and provide the conceptual structure from which they construct a mathematical system-dynamics model.
Interpersonal trust is strongly path dependent. Initial assessments of trustworthiness can push otherwise similar people toward very different long-term trust trajectories because reinforcing feedback amplifies early differences. High initial trust generates more consequential assignments, more opportunities to perform, and more experience; low initial trust activates the same loops in the opposite direction. Even small random performance noise can push an initially balanced relationship toward a high- or low-trust attractor. The main managerial leverage points are therefore initial trustworthiness assessments and opportunities to enact trust behaviors.
An abductive theory-development and simulation study. The authors first synthesize prior interpersonal-trust research using DSRP, represent the resulting structure graphically, translate that structure into a system-dynamics model, formalize it mathematically, and simulate alternative organizational trust scenarios.
DSRP is used to construct Figure 2, where concepts are represented as distinctions, nested into systems/subcomponents, and connected through relationships. The authors then convert these structures into a system-dynamics model. The model centers on Member A's perception of Member B's trustworthiness, incorporates balancing and reinforcing feedback loops, and simulates how trust changes over time. The resulting model reproduces the high/low bifurcation reported in trust literature and identifies initial conditions as a leverage point. The authors explicitly acknowledge that this is not formal historical-data validation, but argue that the simulated behavior corresponds to established trust findings.
“Interpersonal trust is a critical factor in the success and effectiveness of organizations, influencing information sharing, decision-making, task distribution, and overall team performance. However, trust levels within organizations often exhibit a bimodal distribution… Using an abductive approach to theory development, we map artifacts from the interpersonal trust literature using Distinctions, Systems, Relationships, Perspectives, i.e., DSRP to identify essential components for constructing a system dynamics model.”
These researchers were not testing DSRP. The finding is theirs; the correspondence to DSRP is drawn by this site.