Factual Qa
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Factual Qa has 6 facts recorded in Dontopedia across 2 references.
Mostly:impossible without pretraining fix(1), requires factual pretraining corpus(1), requires larger model(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedOther facts (6)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Impossible Without Pretraining Fix | Pretraining Fix | [1] |
| Requires Factual Pretraining Corpus | Solution 1 | [1] |
| Requires Larger Model | Solution 2 | [1] |
| Requires Retrieval Augmented Generation | Solution 3 | [1] |
| Stores Facts in | mid-to-upper FFN layers | [2] |
| Rdf:type | Task | [2] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (2)
ctx:discord/blah/watt-activation/part-178ctx:discord/blah/watt-activation/174- full textwatt-activation-174text/plain3 KB
doc:agent/watt-activation-174/ae20b08c-7e02-4743-8c57-d31dc5091a01Show excerpt
[2026-03-09 22:17] xenonfun: ──────────────────────────────────────────────────────────────────────── [training complete] final val loss=5.4649 ppl=236.2 final LoRA checkpoint → checkpoints/lora/step_002985 ★ new best: ppl=236.2 e…
See also
Keep researching
Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.