AI-assisted practical guide. Examples are hypothetical; these are proposed editorial methods, not reported research results.
When several observers assign different names or species identifications to a single bee photograph, the purpose is not to decide which label is correct but to retain the full history of the disagreement. Keeping every suggested name and its supporting notes lets future researchers see all competing interpretations and the evidence behind them, preserving a transparent record of the observation.
Documenting Divergent Attributions
Record each suggested identity as a separate entry linked to the same image. Include the observer’s name and the exact reasoning they provided—for example, a particular wing‑vein pattern or thorax coloration. Rather than choosing a primary label, mark the photo as having multiple pending identifications. When an observer cites a physical characteristic, transcribe those notes verbatim so that nuanced details are not lost before a specialist reviews the image.
Hypothetical example
Imagine two reviewers suggest different names for the same image. Record “Identification A, suggested by Reviewer 1; basis: visible color pattern” and “Identification B, suggested by Reviewer 2; basis: a different interpretation of the image.” These are deliberately generic labels in this fictional exercise, not identification guidance. Ask each reviewer for the relevant reference and the features needed to distinguish the alternatives. If those features are hidden, leave the identity unresolved. Do not average the names, select the more popular suggestion or let the latest comment silently overwrite the earlier one.
Managing Uncertain Details and Verification
Sometimes an observer mentions a detail that cannot be seen in the photograph, such as a scent, a behavior observed elsewhere, or a measurement that is not visible. In those cases, record the claim but clearly note that the detail is not captured in the image. Avoid estimating measurements or converting missing observations into numeric values. After entering all information, review the record to confirm that no single name has been presented as the winner and that each observer’s original wording is preserved. The result is successful when a third party can examine the entry and understand exactly why the conflict exists, without needing to infer confidence levels or make additional judgments.