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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.

association football

Q2736
Relation What the model answers Margin Change it
P641- graph: C.A. Rentistas Sétif 0.0111
P495 graph: England association football 0.0760
P921- graph: L'arbitro Sétif 0.0111
P279 graph: football football 0.0583
P138- graph: APOP Paphos FC football 0.0583
P2416- graph: Junior Torunarigha football 0.0583
P425- graph: association football referee Sétif 0.0111
P366- graph: association football venue football 0.0583
P3719 graph: FIFA Sétif 0.0111
P1343 graph: Armenian Soviet Encyclopedia association football 0.0760
P361- graph: Championnat National 1 football 0.0583
P279- graph: women's association football Ballari district 0.0001

"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.