DEENRISE ENGINE #1

Hausa Literature Calibration Portal

STATUS: βœ… LOCKED
Protocol Execution Summary

Hausa Translation Standards for Islamic Literature

A rigorous multi-stage calibration bridging 19th-century Sokoto Caliphate Ajami poetry, 1930s Translation Bureau standard prose (Kananci), and contemporary Salafi Tafsir/Fiqh translations.

Language Standard
Standard Hausa
Kananci Dialect (Boko Script)
Calibrated Corpus
10 Books
Filtered from 30 Candidates
Literary DNA Rules
20 Directives
Syntactic & Morphological
Verified Lexicon
200 Terms
Zero Hallucination Database

Top 10 Calibration Corpus Weighted Ratings

DEENRISE Step 4-5

Compares Islamic Relevance (15%), Literary Value (15%), and Final Weighted Score across the top 10 calibrated texts.

30-Candidate Pool Verification Audit

Anti-Hallucination

Breakdown of the 30 discovered Hausa works following rigorous bibliographic verification.

10 (33.3%)
Top Selected
12 (40.0%)
Verified / Excluded
8 (26.7%)
Rejected / Partial

πŸ“Œ Executive Overview of the Hausa Calibration Model

The standardization of Hausa for translating Arabic Islamic literature requires balancing the SVO (Subject-Verb-Object) framework of standard Kananci prose with centuries of phonologically assimilated Arabic loanwords. AI models frequently make the mistake of attempting to "purify" Hausa by replacing naturalized Arabic Islamic terms (e.g., Sallah, Zakka, Alwala) with awkward native circumlocutions. The DEENRISE calibration corpus anchors syntactic flow to modern masters like Abubakar Imam while setting theological precision using Sheikh Abubakar Gumi and Sheikh Ja'afar Mahmud Adam.