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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.

Canada

Q16
Relation What the model answers Margin Change it
P27- graph: Lottie Pickford America America 0.1827
P495- graph: Ginger & Rosa America America 0.1827
P530- graph: Brazil Pacific Ocean 0.0000
P17- graph: Sorel‐Tracy Canada 0.1837
P530 graph: Saudi Arabia America America 0.0110
P19- graph: Eleanor Catton America America 0.1827
P421 graph: Mountain Time Zone America America 0.1827
P47- graph: Dominion of Newfoundland America America 0.1827
P463 graph: Multilateral Investment Guarantee Agency America America 0.1827
P35 graph: Elizabeth II America America 0.1827
P1313 graph: Prime Minister of Canada Canada 0.1837
P112- graph: United Nations Canada 0.1837

"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.