Insight Language Machine
The Malayalam
Lexical Universe
മലയാള ഭാഷയുടെ ആഴം, 17 ഭാഷകളിൽ
A diachronic lexical knowledge graph spanning classical to contemporary Malayalam. 136,629 lemmas, 122,230 senses — built for AI training, NLP research, and linguistic scholarship.
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Knowledge Graph
Concept-centric architecture modelled on WordNet and ConceptNet. Lemmas, senses, relations, and etymological layers — all linked.
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Diachronic Depth
From Gundert's 1872 classical dictionary to contemporary Malayalam. Traces semantic drift across 150 years of the language.
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AI-Ready
JSONL format, HuggingFace-hosted, gated-access. Built for fine-tuning language models, NLP pipelines, and academic citation.