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.

France

Q142
Relation What the model answers Margin Change it
P495- graph: Tristana Luxembourg 0.2098
P27- graph: Alice Tissot Sonic Youth 0.0000
P17- graph: Open 13 Nice 0.0348
P127- graph: The Flight into Egypt Atlantic Ocean 0.1779
P20- graph: Johnny Griffin province of Luxembourg 0.0334
P150 graph: French Polynesia Luxembourg 0.2098
P840- graph: Pro Evolution Soccer 2014 Sonic Youth 0.0000
P1532- graph: France women's national football team Western Europe 0.2935
P530 graph: Barbados Atlantic Ocean 0.1779
P530- graph: Mauritius Nice 0.0348
P47 graph: United Kingdom Luxembourg 0.2098
P205- graph: North Sea Atlantic Ocean 0.1779

"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.