Where does your sentence land among 627 place nouns?

Every noun in generic_nouns.txt is embedded with Octen-Embedding-0.6B (Qwen3-Embedding base, Q4_K_M, llama.cpp) — the same model, pooling and ranking as the embed_compare.py CLI in this repo. Paste a sentence to rank all 627 against it, or start from a single noun to see its nearest neighbours.

Similarity is a rough signal: with last-token pooling, a long sentence mostly reflects how it ends.