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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.

United States

Q30
Relation What the model answers Margin Change it
P495- graph: No Use for a Name The Fast and the Furious: Tokyo Drift 0.0201
P17- graph: Allegan County Minnesota Wild 0.0103
P27- graph: Harry Turtledove The Possession 0.1016
P1001- graph: National Oceanic and Atmospheric Administration North America 0.1832
P530 graph: Democratic Republic of the Congo United Kingdom 0.2450
P840- graph: La Putain respectueuse The Possession 0.1015
P530- graph: Rwanda Minnesota Wild 0.0103
P551- graph: Gino Corrado United Kingdom 0.2450
P463 graph: NATO Canada 0.1837
P19- graph: Jack Burditt Canada 0.1837
P6 graph: William McKinley United States 0.4058
P527- graph: Allies of World War II North America 0.1832

"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.