Observations

Evidence detail and normalization

Inspect source evidence, extracted fields, normalization, lineage, and model confidence before observations are promoted into recommendations.

ObservationItemSourceObservedNormalizedCapturedStateConfidence
obs_7312Barista oat milkFoodservice supplier$23.68$5.92/gal11 min agoaccepted94% confidence
obs_7313Cold foam baseWholesale catalog$11.62$0.18/oz18 min agoneeds review77% confidence
obs_7314Interior paintFacilities supplier$157.00$31.40/gal41 min agoneeds review68% confidence
ScreenshotHTMLOCRParsed JSONAudit Trail
Foodservice shelf capture
Foodservice shelf capture
Synthetic evidence frame ยท sha256 fixture
Extracted fields
Observed nameBarista oat milk case
Price$23.68
Quantity12 x 32 oz
CurrencyUSD
AvailabilityIn stock
Source timestamp2026-07-08T03:25:27-04:00
Observation history
Normalization and lineage

12 x 32 oz converted to 3 gallons, then normalized to $5.92/gal.

Extractor confidence is 94%; recommendation confidence remains separately scored by matcher and review rules.

accepted
Concept Reference

Observation Detail / Evidence Viewer

observation-detail-evidence
Observation Detail / Evidence Viewer

Evidence viewer for a source observation, including extraction fields, normalization, history, and lineage.

Open mapped interface