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May 29, 20260 citationsOpen Access

Generative-Motivation Companion to the Mishkat Framework: Quranic Root-Word Mapping for Test Identifiers and Kernel Structure

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DMDuaa Mustafa

Key Points

  • To document the etymology of the Mishkat framework and the Quranic origins of each test design.
  • Records Quranic verses and root-words linked to each test identifier.
  • Employs independent derivation of empirical content using Spearman methodology as detailed in the main manuscript.
  • Provides a historical reference for each test design in the Mishkat Framework.
  • Facilitates independent evaluation of the empirical content of the main manuscript.

Abstract

This companion document records the etymology of the framework name "Mishkat" and the originating Quranic verse or root-word for each test design in the main Mishkat Framework pre-registration (doi:10.5281/zenodo.20156727). The main pre-registration uses neutral test identifiers (R-Y1-A, R-Y1-B, R-Y1-C, P15–P32, named-structure predictions) throughout. The empirical content of every test is independently derivable from the shell-bin Spearman methodology described in the main manuscript. This companion records the Quranic generative-motivation history for scholarly reference only; the originating motivation is not load-bearing on any framework prediction. This companion is filed as a separate Zenodo deposit so the empirical content of the main manuscript can be evaluated independently of the historical motivations recorded here.

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Cite This Study

Duaa Mustafa (2026) studied this question.

synapsesocial.com/papers/6a192df7fab5b468c4417028https://doi.org/10.5281/zenodo.20414763
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