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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.

India

Q668
Relation What the model answers Margin Change it
P17- graph: Bengaluru North district Andaman and Nicobar Islands 0.1952
P530 graph: Austria Thailand 0.0078
P27- graph: Satish Shah Jayan 0.1718
P495- graph: Aparajito Andaman and Nicobar Islands 0.3603
P530- graph: Iceland Thailand 0.0078
P840- graph: The Sign of Four Jayan 0.1718
P19- graph: James Hayter Andaman and Nicobar Islands 0.3603
P150 graph: Sikkim Andaman and Nicobar Islands 0.3603
P421 graph: UTC+05:30 Andaman and Nicobar Islands 0.3603
P35 graph: Pranab Mukherjee Thailand 0.0078
P2853 graph: Europlug republic 0.3274
P463 graph: International Finance Corporation Andaman and Nicobar Islands 0.3603

"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.