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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.

Poland

Q36
Relation What the model answers Margin Change it
P17- graph: Gmina Szelków Warsaw 0.0015
P840- graph: The Grey Zone Mieszko I 0.1624
P47 graph: Romania Ukraine 0.0972
P27- graph: Paweł Brożek Mieszko I 0.1624
P206 graph: Olza Baltic Sea 0.3105
P530 graph: North Korea Congress Poland 0.1419
P31 graph: member states of the United Nations Central Europe 0.2765
P19- graph: Ned Glass Ukraine 0.0972
P276- graph: ice cream cone Ukraine 0.0972
P527- graph: Allies of World War II Ukraine 0.0972
P530- graph: Pakistan Baltic Sea 0.3105
P421 graph: Central European Summer Time Warsaw 0.1729

"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.