22 CONSTITUTIONAL LANGUAGES + ENGLISH LIVING SCIENTIFIC ARCHIVE

SCIENCE WITHOUT PAYWALLS OR LANGUAGE BARRIERS.

DimaagiNational (दिमागी नेशनल) is a living, continuously expanding open-access journal that translates peer-reviewed Indian research into clear public knowledge across all 23 languages. Our archive is ordered chronologically by publication year—combining the latest empirical studies with foundational earlier papers that provide essential historical baseline and ecological context. Every story includes the original paper title, authors, publication year, and DOI.

THREE PROGRESSIVE READING DEPTHS + SCIENTIST'S LENS HOW IT WORKS
01 / CHAI • 3 MIN READ

Chai — Jargon-Free Public Summary (3 min)

Clear synthesis of what researchers found and why it matters, with a highlighted Scientist's Lens button ready whenever you want to inspect source claims.

02 / TIFFIN • 5 MIN READ

Tiffin — Investigative Deep-Dive (5 min)

Field methodology, regional landscape context, and claim-linked citations (`[CLM-001]`) anchored to the original paper.

03 / THAALI • 10 MIN READ

Thaali — Full Treatise (10 min • Scientist's Lens Auto-On)

Exhaustive methodology, statistical models, and CSTT terminology triads—with the Scientist's Lens automatically turned on to highlight every claim's epistemic status.

VERIFIED SCIENTIFIC PIPELINE // FROM PEER-REVIEWED PDF TO 23 LANGUAGES

How Every Research Paper Is Processed & Verified

No generic AI summaries. Every paper passes through a deterministic 5-stage scientific extraction, translation, entailment, and cryptographic signing pipeline before publication.

STAGE 01 INGESTION

Source PDF & Atomic Claim Ledger

Extracts the original title, authors, publication year, DOI, and atomic claims ([CLM-001]) with exact page/table locators and epistemic tags ([✓] Observed, [~] Association, [⚡] Causal, [⚙] Modelled).

Artifact: evidence.json + claim_ledger.json
STAGE 02 SYNTHESIS

Three-Tier Progressive Distillation

Synthesizes each study into ☕ Chai (3 min), 🍱 Tiffin (5 min), and 🍛 Thaali (10 min) reading depths. Every sentence is explicitly bound to one or more verified source claim IDs.

Artifact: en.json (3 Claim-Bound Tiers)
STAGE 03 LOCALIZATION

22-Language Neural Translation & CSTT

Translates all three tiers across all 22 Eighth Schedule Indian languages (11 scripts) while anchoring technical concepts to official CSTT terminology triads (Native + Transliteration + English).

Artifact: 22 × <locale>.json
STAGE 04 AUDIT GATE

Adversarial Entailment & Grammar Check

Audits every sentence for NLI semantic entailment against source claims, numerical/unit invariance, negation-flip safety, script purity (≥95%), and local LLM structural verification.

Artifact: semantic_verdicts.json
STAGE 05 FAIL-CLOSED GATE

Ed25519 Signature & Spatial Atlas

Locks all file hashes in a SHA-256 manifest signed with an Ed25519 key, attributes the study to its State(s) or Whole Country on the Survey of India map, and routes it live.

Artifact: release-manifest.json + approval.json
STEP 01 // SELECT YOUR READING EDITION

Choose Your Language to Enter the Living Archive

Every edition updates the entire platform—chronological research desk, reading tiers, original paper citations, and the interactive India Map Explorer—into your chosen language.