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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.

Iran

Q794
Relation What the model answers Margin Change it
P17- graph: Alborz Province Tehran 0.1360
P150 graph: South Khorasan Province Turkmenistan 0.0121
P27- graph: Rostam Batmanglij Turkmenistan 0.0121
P530 graph: Bolivia Iran 0.0137
P530- graph: Bangladesh Persian Gulf 0.2216
P421 graph: Iran Standard Time Zone Tehran 0.0873
P1589 graph: Caspian Sea Caspian Sea 0.2799
P17 graph: Iran Iran 0.1951
P19- graph: Xerxes I Turkmenistan 0.0121
P840- graph: And Then There Were None Turkmenistan 0.0121
P47 graph: Iraq Turkmenistan 0.0121
P3461- graph: Islamic State Tehran 0.0873

"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.