Nw Source Verification

Source Verification

Source Reputation Tiers

Validate every source against the trusted source domains provided via prompt context.

| Tier | Score | Examples | Verification |

|------|-------|---------|-------------|

| High | 1.0 | Academic (*.edu, arxiv.org, ieee.org), Official (*.gov, w3.org, ietf.org), Tech docs (developer.mozilla.org), OSS foundations (apache.org, cncf.io) | Standard citation |

| Medium-High | 0.8 | Industry leaders (martinfowler.com, stackoverflow.com, infoq.com) | Cross-ref with 1+ high-tier |

| Medium | 0.6 | Community (medium.com verified experts, dev.to, hashnode.com) | Author verification + 3-source cross-ref |

| Excluded | 0.0 | Unverified blogs (*.blogspot.com, wordpress.com), quora.com, pastebin.com | Reject, log warning, find alternative |

Cross-Referencing Methodology

• Identify the specific assertion to verify
• Find 2+ independent sources not citing each other (avoid circular refs)
• Verify independence: different authors, publishers, organizations
• Compare: agree on substance (minor wording differences OK)
• Document: verified / partially verified / unverified per finding

Circular Reference Detection

• Source B cites Source A = one source, not two
• Multiple sources referencing single study = cite the original
• Prefer primary over secondary sources

Bias Detection Checklist

Evaluate before citing:

• Commercial interest: selling related product/service?
• Sponsorship: sponsored/funded content?
• Conflict of interest: author benefits from conclusion?
• Geographic/cultural bias: limited to single region?
• Temporal bias: publication dates skewed to specific era?
• Cherry-picking: contradictory evidence acknowledged?
• Logical fallacies: correlation as causation, authority without evidence

When bias detected: note in Source Analysis, reduce confidence.

Citation Format

[1] {Author/Organization}. "{Title}". {Publication/Website}. {Date}. {Full URL}. Accessed {YYYY-MM-DD}.

Required Metadata Per Source

Source URL | Domain | Access date | Reputation score (from tiers) | Verification status

Paywalled or Restricted Sources

Mark "[Paywalled]"/"[Restricted Access]" | Provide URL | Find open-access alternative | Note in Knowledge Gaps