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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.

French

Q150
Relation What the model answers Margin Change it
P103- graph: Maurice Bénichou Prince Gustaf, Duke of Uppland 0.0000
P364- graph: 8½ The Past 0.1685
P2936- graph: ENSAE Paris The Internationale 0.2902
P407- graph: Windows 10 The Internationale 0.2902
P1412- graph: William Gallas Prince Gustaf, Duke of Uppland 0.0000
P37- graph: Saint Barthélemy The Internationale 0.2902
P2989 graph: nominative case International Swimming Hall of Fame 0.0732
P282 graph: Latin script Prince Gustaf, Duke of Uppland 0.0000
P4132 graph: subject–verb–object The Past 0.1685
P279 graph: Oïl Oïl 0.1981
P2439- graph: Brazilians Prince Gustaf, Duke of Uppland 0.0000
P279- graph: Middle French Prince Gustaf, Duke of Uppland 0.0000

"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.