How it works
No number without the retrieval that produced it
Every figure carries a citation to the comparable it came from. Uncited digits are quarantined.
There is no training and no fine-tuning anywhere in this product. Valuation is retrieval-grounded: the reasoner works over comparable settled matters pulled from a corpus, and the band is descriptive statistics over that cohort. The corpus is the model, so the retrieval is pinned as carefully as the engine — which is what makes a mark reproducible years after it was struck.