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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.

writer

Q36180
Relation What the model answers Margin Change it
P106- graph: Jared Diamond Sonic Youth 0.0000
P279- graph: lyricist technical writer 0.2103
P101- graph: Lewis Carroll technical writer 0.2103
P425 graph: writing writing 0.2022
P31 graph: profession French 0.0169
P425- graph: journalist Sonic Youth 0.0000
P279 graph: author French 0.0169
P360- graph: Africa39 French 0.0169

"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.