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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.

Italy

Q38
Relation What the model answers Margin Change it
P495- graph: Segreti segreti Austria 0.1979
P27- graph: Vincenzo Palumbo Southern Europe 0.2386
P17- graph: Doberdò del Lago March 0.0000
P30 graph: Europe Austria 0.1979
P38 graph: euro Italy 0.1844
P463 graph: CERN March 0.0000
P530- graph: Colombia March 0.0000
P551- graph: Jacob van Campen Campione d'Italia 0.3879
P150 graph: Calabria March 0.0000
P530 graph: Thailand Campione d'Italia 0.3879
P840- graph: The Twilight Saga: New Moon Southern Europe 0.2386
P47 graph: Switzerland Austria 0.1979

"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.