2026-04-24-topic-crossrefs.md
Audit — Topic Cross-References — 2026-04-24
Target. 10 posts (5 from topics/bitcoin-protocol.md, 5 from topics/law-governance.md).
Question. Are dual-listings honest, or are long posts getting cross-referenced by keyword drag-net?
Verdict. Mixed — 1 genuine over-crossref + 4 systematic under-crossrefs. The classifier under-represents the legitimate overlap between protocol and law.
Per-post results
| Post | Listed under | bitcoin-protocol | law-governance | Drift? |
|---|---|---|---|---|
| Geographical Aspects of Cybercrime | bp + lg | tangential | core-topic | YES — bp drift |
| Blockchain and Digital Assets | bp + lg | major-theme | major-theme | no — justified |
| Letters of Indemnity (7.1K) | bp | core-topic | core-topic | no — under-tagged |
| Doctoral Study Components | bp | core-topic | not-about-it | no — correct |
| Nodes, Hash Rate, Signalling | bp | core-topic | major-theme | no — under-tagged |
| Creating a Smart Contract Registry | lg | major-theme | core-topic | no — under-tagged |
| Two steps forward, one step back | lg | tangential | major-theme | no — correct |
| Bitcoin as a Notary | lg | major-theme | core-topic | no — under-tagged |
(Two additional posts omitted for space — see JSON.)
Findings
1. One drift: "Geographical Aspects of Cybercrime" is listed under bitcoin-protocol but is primarily a criminology/law paper with Bitcoin in one case-study section. Remove the bp cross-ref.
2. Four systematic under-crossrefs: Posts that substantively engage both pillars (Letters of Indemnity, Nodes/Hash Rate, Creating a Smart Contract Registry, Bitcoin as a Notary) are single-tagged. Wright's whole distinctive move IS fusing protocol mechanics with legal doctrine — the classifier systematically under-represents this.
3. One genuine dual-listing: "Blockchain and Digital Assets" legitimately spans both pillars.
Recommendations
- Remove
bitcoin-protocoltag frombitcoin-blockchain-tech/geographical-aspects-of-cybercrime-a-literature-review. - Add
law-governancetag to: Letters of Indemnity, Nodes/Hash Rate, Bitcoin as a Notary. - Add
bitcoin-protocoltag to: Creating a Smart Contract Registry. - New classifier rule: posts ≥5K words engaging both protocol mechanics AND legal doctrine substantively should auto-cross-reference. If one pillar is merely illustrative, single-tag.
Re-run on all 10 topic files quarterly.