Skip to main content
T·M TOMFORMER live research instrument Patent pending

Change a fact. Ask again.

Edits are written to your session's copy-on-write overlay, keyed to the single cell (entity, relation). The shared base is read-only at the filesystem level, your edits are invisible to every other visitor, and they expire on a timer. Nothing here is permanent, which is why you can do it at all.

book

Q571
Relation What the model answers Margin Change it
P31- graph: Ross O'Carroll-Kelly (character) Plato 0.0102
P186 graph: paper Plato 0.0102
P279 graph: publication vellum 0.0404
P360- graph: Oz book series vellum 0.0404
P279- graph: book of hours Dirigible 0.0082
P180- graph: Paradiesgärtlein Plato 0.0102
P800- graph: Albert Rees Dirigible 0.0082
P1889- graph: version, edition or translation Plato 0.0102
P527 graph: text Dirigible 0.0082
P527- graph: book series Dirigible 0.0082
P3082- graph: Nazi book burnings South Park 0.0074
P361- graph: chapter vellum 0.0404

"What the model answers" is the model answering, measured cell by cell. It is not copied from the graph. An edit is keyed to (entity, relation): changing one relation leaves every other relation on this entity untouched.

Adding a document is P3

Editing changes one cell. Reading a whole document into its knowledge goes through the gate, which decides per fact whether to write, skip, flag a contradiction, or drop the write; see Grow (P3).

CHANGE · EDIT

Shows: a fact changed in one session, taking effect on the next question with no retraining, and what each architecture can and cannot do about it. Does not show: a permanent change. Edits live in your session overlay only, expire on a timer, and never touch the shared base.