Skip to content

All projects

Evidence-first semantic-space laboratory

Embeddings Lab

Explore words and their semantic neighbours, and examine what changes when those relationships are projected into a visual map.

Public · live

Visit embeddings.ontogony.net ↗

Illustration · not live product data

One model, two views.

Reported neighbours
meaning · context · relation

Projected positions
● · ● · ●

About the work

Embeddings Lab makes semantic neighborhoods visible. Look up a word, inspect the neighbors a model reports, and compare those relations with positions produced by a two-dimensional projection.

The difference matters: a flat visualization is a view of a model’s geometry, not a complete account of human meaning. The instrument makes projection and interpretation part of the inquiry.

Subjects