Conceptionary — Project Description
Author: Alan William Preston. © 2026 Alan William Preston. Last updated on Thursday the 7th of August 2026
Purpos
Conceptionary is an interactive HTML/CSS/JS web-based application through which foreign language learners — working from any specified Source Language (SL) — can request AI assistance (via a Large Language Model) to assemble the lexical items (vocabulary and phrases) relevant to a chosen concept or topic's semantic spectrum, using hypernyms, archilexemes, and hyponyms as the organizing logic.
The AI provides equivalents in any specified Target Language (TL), gathering and ordering vocabulary according to its natural progression over time — through states, transitions, and degree (e.g. least to most).
Template Selection Logic
The AI follows the Template Selection Guide, a series of diagnostic questions to determine whether the changes within a concept are:
Instant or gradual
Transitional or cyclical
Temporary or permanent
Positive or negative
The answers determine which of the 35 template families the TL vocabulary (with its SL equivalents) is uploaded into.
Template Types
Two full sets of 35 templates exist, differentiated by writing system:
ROM (Phonographic) — for languages using the Roman/Latin writing system. 3-level progression: TL → SL → Quiz.
LOG (Logographic) — for languages using a writing system illegible to learners. A TLR (Target Language Romanised) level is added ahead of the native-script level. 4-level progression: TLR → TL → SL → Quiz.
Quiz & Assessment Features
Each interactive text-box loop embeds a Quiz level for memory testing and progress tracking.
To handle diacritical markers at text input, language-specific spelling conventions are defined for the Quiz level.
Cloze tests will be generated using the most frequent usage examples sourced from LLMs.
Development & Content Pipeline
The author will manually create one worked example per template family (35 total) for the AI to reference when populating new instances.
Once populated with lexical items, templates are stored for future reference.
Audio will be linked to lexical items.
Conceptionary is intended to serve as a reference system on which lessons can be based.
Community & Crowdsourcing Features
Users can suggest vocabulary not already displayed in a template.
Users can submit validation feedback on content appropriateness via a crowdsourcing app within Conceptionary.
Platform
Conceptionary will be made available on mobile phones and other touch-screen devices, in addition to desktop.