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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.

Spain

Q29
Relation What the model answers Margin Change it
P17- graph: CD Albacete Ebro 0.0247
P27- graph: Gil Carlos Rodríguez Iglesias Southern Europe 0.2386
P1313 graph: Prime Minister of Spain Ebro 0.0247
P840- graph: GoldenEye 007 Southern Europe 0.2386
P495- graph: The Secret of the Black Widow Portugal 0.1766
P38 graph: peseta Spain 0.2464
P20- graph: Barbara Murray Ceuta 0.1595
P915- graph: Julius Caesar Hochelaga Archipelago 0.0199
P530- graph: Italy Atlantic Ocean 0.3027
P530 graph: Holy See Ceuta 0.1595
P36 graph: Madrid Portugal 0.1766
P47- graph: Morocco Portugal 0.1766

"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.