Living Evidence Compendium

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.

What if the same structures that organize your thoughts also organize the world? Explore the hypothesis

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.

DS RP
DistinctionsSystemsRelationshipsPerspectives
Identity ↔ OtherPart ↔ Whole Action ↔ ReactionPoint ↔ 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?

Try a demonstration yourself Why is this convergent evidence compelling? See why independent convergence is one of science’s strongest forms of evidence.

independent opportunities for the theory to fail.

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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About this collection

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.

Cabrera, D., Cabrera, L., & Cabrera, E. A Literature Review of the Universal and Atomic Elements of Complex Cognition. Journal of Systems Thinking. · Cornell University & Cabrera Research Lab.

How to cite this collection

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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.

About this record

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.

How to cite the counterexamples and resolutions

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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.

Know of work that belongs here?

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.

 

DSRP Evidence

Substance or Ritual? Coding Judicial Reasoning on the Triple Test in Economic Offence Bail: A Cross-Jurisdictional Empirical Study of India, the United Kingdom, the United States and Canada

Details

Authors Singh et al.

Year 2026

Publisher International Criminal Law Review

Discipline Law & Jurisprudence

Read it at the publisher 10.1163/15718123-bja10285

In authors' words

Abstract

Here is a question that does not get asked nearly enough in comparative criminal procedure scholarship: when a judge in a financial crime case works through the so called triple test ‘flight risk, evidence tampering, risk of repeat offending’ are they actually thinking through the specific facts in front of them, or are they performing a legal ritual? Is the analysis real and individualised, or is the standard being invoked the way lawyers sometimes invoke Latin maxims: formally correct, substantively hollow, carrying the appearance of rigour while doing none of the actual work? That is the central question this study sets out to answer, empirically and comparatively, across four major common law jurisdictions of India, the United Kingdom, the United States, and Canada, over a full decade of economic offence bail decisions spanning 2015 to 2024. Using a rigorous mixed-methods design that combines systematic qualitative content analysis with multivariate logistic regression, 240 bail decisions (60 per jurisdiction) involving alleged financial crimes exceeding USD 500 000 were coded against a validated ten-category framework developed through iterative expert consultation and tested for inter-rater reliability. The results are striking and, in some respects, uncomfortable. The United Kingdom leads on substantive triple-test engagement, with 85.0% of decisions exhibiting individualised analysis across all three prongs. Canada follows closely at 81.7%, driven by a decade of structured Supreme Court jurisprudence and legislative reform. The United States sits at an intermediate 76.7%, marked by significant intra-system variation across federal circuits. India, the jurisdiction with perhaps the richest constitutional liberty jurisprudence in the common law world, trails at a concerning 63.3%, with ritualistic application reaching 68.3%. Proportionality reasoning, integration of international human rights instruments, and the tailoring of bail conditions vary sharply and systematically across the four systems. Logistic regression identifies jurisdiction, constitutional or treaty citation, and trial delay as the strongest predictors of reasoning quality. The study introduces a novel Substantive Bail Reasoning Index (SBRI) as a replicable, validated comparative measurement instrument.

What they found (results)

Coding 240 financial-crime bail decisions across four countries, the study finds judges substantively applied the 'triple test' for bail risk in 85% of UK decisions but only 63% of Indian decisions, with jurisdiction the strongest predictor of reasoning quality.

Commentary

In short

A single formal category-boundary test is applied differently depending on the legal vantage point applying it, so one nominal distinction functions as several different distinctions in practice.

Patterns it shows D, P

Added 2026-08-12

How to cite this Singh et al. (2026). Substance or Ritual? Coding Judicial Reasoning on the Triple Test in Economic Offence Bail: A Cross-Jurisdictional Empirical Study of India, the United Kingdom, the United States and Canada. International Criminal Law Review.