## §SELF — miscsubjects (paste without context)

**Principle:** Self-explaining payload — no external context required. This _self block describes what you are reading and where to look next.

**This widget:** `article_bundle` — **LLM article bundle**
Paste-ready package: body + claims + sources + voxels + provenance + manifest + constitution.
- **article slug:** `convergence-schema`
- **contains:** body, claims, sources, voxels, provenance, question graph, constitution, llm_manifest
- **how to use:** Paste entire block into Grok/GPT/Gemini. Section §SELF explains the system.
- **read:** https://miscsubjects.com/api/articles/convergence-schema/bundle?format=markdown

### Logical proof (verify each step)
1. Articles are voxel graphs of tiered claims, not prose blobs. → https://miscsubjects.com/api/articles/constitution
2. Claims link to hash-chained sources via source_ids. → https://miscsubjects.com/api/articles/convergence-schema/sources
3. Ask reads topology; ingest/claim append to ledger. → https://miscsubjects.com/api/protocol
4. Models queue growth: populate → collaborate → repair → reflex. → https://miscsubjects.com/api/protocol/grow
5. Graph proves its own shape (reflex) and $/claim (yield). → https://miscsubjects.com/graph.html?layer=reflex
6. Full feature index + _explain on every API response. → https://miscsubjects.com/api/articles/system-map

### Related features (explains other parts of the system)
- **topology** — Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER. · https://miscsubjects.com/api/articles/convergence-schema/topology
- **voxels** — Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance. · https://miscsubjects.com/api/articles/convergence-schema/voxels
- **ask** — Answer only from topology; creates question_node with gaps and ingest_hint. · https://miscsubjects.com/api/articles/convergence-schema/prompts
- **ingest** — Parse pasted evidence → source ledger + claims + evidence_ingest node.
- **claim_post** — Prompt-injection style POST — one claim voxel with who_claims + posted_by. · https://miscsubjects.com/api/articles/convergence-schema/voxels
- **llm_manifest** — Machine-readable read/write contract for external LLMs. · https://miscsubjects.com/api/articles/llm-manifest

### Full index
- JSON: https://miscsubjects.com/api/articles/system-map
- Markdown: https://miscsubjects.com/api/articles/system-map?format=markdown

*Not medical advice. Tier-honest. Cite claim/source ids.*

---

# miscsubjects article bundle

> Paste this entire block into Grok, GPT, or Gemini. They can READ the ledger below and RETURN evidence via ingest (see § LLM manifest).

## Article
- **slug:** `convergence-schema`
- **title:** Convergence: 0. The Schema
- **url:** https://miscsubjects.com/a/convergence-schema
- **register:** oip_protocol
- **updated:** 2026-07-04T07:53:13.153Z
- **tags:** OIP, convergence, philosophy, systems-theory, catalogue

## Body

## The Claim
A schema scores convergence claims by tier, independence, and depth.

## Definitions
A schema scores claims.
A node is a documented claim.
An edge is a relationship between nodes.
Tier is the epistemic status of a claim.
T0 = theorem. T1 = established. T2 = contested. T3 = philosophical. T4 = experiential. T5 = metaphor.
Domain independence measures whether multiple fields derived a pattern without borrowing.
Citation depth measures source specificity.
Depth = 1.0 if source has name, year, and result.
Depth = 0.5 if source has name only.
Depth = 0.1 if source shows vagueness.
Convergence strength is a weighted sum of tier, independence, and depth.
A load-bearing node carries structural weight.
Strength exceeds 6.0.
Tier does not exceed T2.
A carried node does not carry structural weight.
Tier meets or exceeds T3.
Or strength falls below 6.0.

## The Logic
1. If a claim matches T0, then weight = 4.
2. If a claim matches T1, then weight = 3.
3. If a claim matches T2, then weight = 2.
4. If a claim matches T3, then weight = 1.
5. If a claim matches T4, then weight = 0.5.
6. If a claim matches T5, then weight = 0.
7. If domains derived a pattern independently, then independence = 1.0.
8. If domains partially borrowed, then independence = 0.5.
9. If one domain imported from another, then independence = 0.2.
10. If a source has name, year, and result, then depth = 1.0.
11. If a source has name only, then depth = 0.5.
12. If a source shows vagueness, then depth = 0.1.
13. If strength exceeds 6.0 and tier stays below T3, then the node carries weight.
14. If tier meets or exceeds T3, then the node does not carry weight.
15. If strength falls below 6.0, then the node does not carry weight.

## The Evidence
Convergence_Strength = sum over all instances of [tier_weight * domain_independence * citation_depth].

## The Falsifier
If a node with tier T3 or above carries structural weight, the schema fails.
If a node with strength below 6.0 carries structural weight, the schema fails.
If the weights have no derivation, the schema fails.

## The Uncertainty
No one knows the optimal weights.
No one knows the optimal thresholds.
No one knows the optimal formula.


## Claims (0)


## Voxel graph (0 atoms · 0 edges)
- full graph: https://miscsubjects.com/api/articles/convergence-schema/voxels

## Article constitution

- full: https://miscsubjects.com/api/articles/constitution

## Source ledger (0)
- chain valid: yes · head: `genesis`

## Provenance (0 model passes)
- chain valid: yes · head: `genesis`


## Question graph
- questions: 0 · evidence ingests: 0

## LLM manifest — how to communicate with this ledger

- system map: https://miscsubjects.com/api/articles/system-map?format=markdown
- topology (ranked): https://miscsubjects.com/api/articles/convergence-schema/topology
- ingest: POST https://miscsubjects.com/api/protocol/ingest
- claim: POST https://miscsubjects.com/api/protocol/claim

### Quick actions for this article
- **Read live:** https://miscsubjects.com/api/articles/convergence-schema/topology
- **Ask (API):** POST https://miscsubjects.com/api/protocol/ask `{"slug":"convergence-schema","question":"..."}`
- **Ingest your findings:** POST https://miscsubjects.com/api/protocol/ingest or text `ingest convergence-schema|your evidence`
- **Post one claim:** POST https://miscsubjects.com/api/protocol/claim or text `claim convergence-schema|tier|assertion`
- **iMessage ask:** `convergence-schema|your question`
- **System map:** https://miscsubjects.com/api/articles/system-map?format=markdown


---

## §SELF — miscsubjects (paste without context)

**Principle:** Self-explaining payload — no external context required. This _self block describes what you are reading and where to look next.

**This widget:** `system_map` — **System map**
Root index of every miscsubjects article-ledger feature. Start here if you have zero context.
- **article slug:** `convergence-schema`
- **contains:** body, claims, sources, voxels, provenance, question graph, constitution, llm_manifest
- **how to use:** Root index of every miscsubjects article-ledger feature. Start here if you have zero context.
- **read:** https://miscsubjects.com/api/articles/system-map

### Logical proof (verify each step)
1. Articles are voxel graphs of tiered claims, not prose blobs. → https://miscsubjects.com/api/articles/constitution
2. Claims link to hash-chained sources via source_ids. → https://miscsubjects.com/api/articles/convergence-schema/sources
3. Ask reads topology; ingest/claim append to ledger. → https://miscsubjects.com/api/protocol
4. Models queue growth: populate → collaborate → repair → reflex. → https://miscsubjects.com/api/protocol/grow
5. Graph proves its own shape (reflex) and $/claim (yield). → https://miscsubjects.com/graph.html?layer=reflex
6. Full feature index + _explain on every API response. → https://miscsubjects.com/api/articles/system-map

### Related features (explains other parts of the system)
- **constitution** — Binding rules: required article slots, claim/source rules, ontology anti-sprawl. · https://miscsubjects.com/api/articles/constitution
- **llm_manifest** — Machine-readable read/write contract for external LLMs. · https://miscsubjects.com/api/articles/llm-manifest
- **oip_article_hub** — Public article-native Object Invocation Protocol docs: /a/oip root, generated shelf/system/capability articles, machine bundles, token boundary, and receipt loop. · https://miscsubjects.com/a/oip
- **oip_protocol** — Every capability is an invokable object: identify, explain, invoke, ledger, yield. · https://miscsubjects.com/a/oip
- **bundle** — Paste-ready package: body + claims + sources + voxels + provenance + manifest + constitution. · https://miscsubjects.com/api/articles/convergence-schema/bundle?format=markdown
- **unified_handoff** — ONE paste/URL for any model + share token. Same self-explaining pattern as article bundle, but whole build. · https://miscsubjects.com/api/handoff?format=markdown

### Full index
- JSON: https://miscsubjects.com/api/articles/system-map
- Markdown: https://miscsubjects.com/api/articles/system-map?format=markdown

*Not medical advice. Tier-honest. Cite claim/source ids.*