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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.

United Kingdom

Q145
Relation What the model answers Margin Change it
P17- graph: Hemel Hempstead London 0.0402
P27- graph: George A. Cooper Sonic Youth 0.0000
P495- graph: Nobody Runs Forever dwelling 0.0000
P530- graph: Grenada London 0.0402
P937- graph: Ludwig Martens sovereign state 0.1330
P47- graph: France London 0.1583
P1532- graph: Yvonne Saunders sovereign state 0.1330
P945- graph: Henry Fane United Kingdom 0.4260
P112- graph: European Space Agency sovereign state 0.1330
P208 graph: Government of the United Kingdom London 0.1583
P205- graph: North Sea Great Britain 0.2339
P20- graph: Paul Dehn London 0.1583

"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.