Use this when
Several sources hold the same kind of knowledge and sometimes disagree, and you need a consistent way to decide which one wins.
The pattern
TOPIC: refund policy
1. HR-approved policy (system of record) ← wins
2. Team wiki summary
3. Old intranet page ← superseded
For each topic, put the sources in a ranked order of trust. When they conflict, the higher-ranked source wins. When the top source is silent, fall back to the next.
Why it works
Most source conflicts are not genuine dilemmas; they are an outdated copy disagreeing with a current one. A clear ranking resolves those automatically and consistently, for both people and AI, so nobody has to re-litigate which document to trust each time.
How to apply it
- For each important topic, identify the authoritative source and rank the rest.
- Base the ranking on ownership, currency and officialness.
- Encode the rule: on conflict, prefer the higher-ranked source.
- Reserve high-stakes conflicts for a person, rather than resolving them purely by rank. See how to handle conflicting sources.
Good fit
- Knowledge duplicated across official and informal sources.
- Retrieval systems that might otherwise return whichever passage matches the wording best.
Poor fit
- A single, well-owned source per topic, where no ranking is needed.
What this does not solve
Ranking sources decides which to believe; it does not make the top source correct, and it should not silently override a high-stakes disagreement that deserves a human. Use it for routine conflicts, and escalate the ones that matter.



