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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.

actor

Q33999
Relation What the model answers Margin Change it
P106- graph: Chelcie Ross Asin 0.2303
P101- graph: Rikako Aikawa clock 0.0117
P31 graph: profession Boyz II Men 0.0088
P279- graph: vedette clock 0.0117
P360- graph: Sociétaire of the Comédie-Française Boyz II Men 0.0088
P180- graph: L'Absinthe Asin 0.2303
P921- graph: I Knew It Was You clock 0.0117
P425 graph: film clock 0.0117
P279 graph: artist Boyz II Men 0.0088

"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.