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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.

Australia

Q408
Relation What the model answers Margin Change it
P27- graph: Dorothy Cumming Indonesia 0.1939
P530 graph: Germany Solomon Islands 0.2117
P17- graph: Daylesford Adelaide 0.0624
P530- graph: Bulgaria Solomon Islands 0.2117
P840- graph: Land Without Women Indonesia 0.1939
P150 graph: South Australia Indonesia 0.1939
P495- graph: Skyhooks Indonesia 0.1939
P790- graph: pre-exposure prophylaxis against HIV Commonwealth of Nations 0.1956
P2936 graph: Bangla Australian continent 0.2677
P1891- graph: 1991 Paris Peace Accords Solomon Islands 0.2117
P915- graph: The Railway Man Commonwealth of Nations 0.1956
P710- graph: North African campaign Australian dollar 0.0902

"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.