Kifuliiru word compatibility

Kifuliiru word compatibility answers: given this noun, which verbs and modifiers are allowed in natural sentences?

It is a filter, not a generator. Sentence building queries it before accepting a combination.

Matrix density (planning)

M = linked_pairs / (|nouns| × |verbs|)

• linked_pairs — explicit noun–verb (or tag) compatibility links.
• Full cross-product would be huge; M tells you how sparse or rich the matrix is.

Low M means generation stays conservative; raising M increases variety but needs linguist review.

Rule shape

Each constraint is typically:

• A verb (or verb class pattern), and
• Allowed object categories or semantic tags (human, food, animate, …).

Generation asks: does this noun’s tags intersect the verb’s allowed set?

Plain-language example

“Eat” requires a living subject and often a food object. “Sleep” may allow animate subjects but no object. If a draft picks table + eat, compatibility blocks or retries until a valid pair appears.

Where rules come from

Compatibility is authored by linguists (not guessed from raw text). Progress metrics help report how much of the matrix is documented; the wording of each rule is the teaching content.