Skip to main content
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.

Spanish

Q1321
Relation What the model answers Margin Change it
P1412- graph: Luis Santaló Spanish Empire 0.3643
P407- graph: Antero Spanish Empire 0.3643
P103- graph: Joaquín Navarro-Valls Iberian Peninsula 0.1101
P364- graph: Lost Embrace Spain 0.0881
P37- graph: Argentina Spanish Empire 0.3643
P2936- graph: TNT Spanish Empire 0.3643
P4132 graph: subject–verb–object Spain 0.0881
P2439- graph: Chichicastenango Spanish Empire 0.3643
P1018 graph: Association of Academies of the Spanish Language Spanish Empire 0.3643
P2989 graph: nominative case Hispania 0.1318
P737- graph: Esperanto Hispania 0.1318

"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.