Uncertainty Flags
Learn how to use uncertainty flags to document unresolved claims, ambiguous criteria, source conflicts, and incomplete event context.
Context only. Not betting advice, financial advice, legal advice, or investment advice.
Why uncertainty flags are essential
Uncertainty flags prevent overconfident summaries when evidence is incomplete or conflicting.
They make interpretation more transparent and easier to review.
Common uncertainty flag types
Different uncertainty categories help teams communicate what is unclear and what follow-up is needed.
Consistent flag taxonomy improves workflow quality.
- Source reliability uncertainty
- Criteria wording ambiguity
- Timing or cutoff uncertainty
- Conflict between credible sources
When to add or remove flags
Add flags when evidence quality is weak, language is unclear, or source records conflict.
Remove or downgrade flags only when new, credible evidence resolves the uncertainty.
How to report flags in briefs
Place uncertainty flags near the claim they affect, not only in a separate appendix.
Include reason, evidence gap, and next verification step.
Context-only methodology note
Uncertainty flags support neutral analysis and should remain visible in context-only workflows.
Context only. Not betting advice, financial advice, legal advice, or investment advice.
Related resources
How to Research a Polymarket Market Before Interpreting Odds
Apply uncertainty flags in Polymarket workflows.
How to Research a Kalshi Market
Apply uncertainty flags in Kalshi workflows.
Why Market Probabilities Move
Connect uncertainty flags to movement interpretation.
Prediction Market Research
Use uncertainty flags in broader event intelligence workflows.
Frequently asked questions
Are uncertainty flags a weakness?
No. They are a strength because they preserve transparency about evidence limits.
Should flags be hidden from summaries?
No. They should be visible where interpretation claims are made.
Uncertainty management
Keep uncertainty visible in source-backed research briefs
Use OddsAware to document unresolved claims, evidence gaps, and ambiguity alongside market context.
Early access is currently available. Context only - not betting advice.