§ 001 — The Declaration

The Graph Grows Through Evidence.

lp:informationArchitecture — constitutional declaration

Every knowledge graph ever built begins with a taxonomy. An authority declares the categories. Editors populate them. The ontology precedes the evidence. LaunchPillow inverts this completely. No category exists until a human being with a cryptographic identity declares it through enrollment. The declaration is the node. The timestamp is the proof. The provenance chain is the record of how the node grew.Stigmergy · RSDS 2025W3C PROV-O

Every human being carries a unique perspective on the world. Two creators who both declare urban gardening do not produce duplicate content — they produce two independent provenance threads on the same semantic surface. Each thread is minted at launchpillow.com/information/[topic]@[creator-slug]. The topic corridor at launchpillow.com/information/[topic] indexes every creator thread beneath it. When an AI system traverses the graph looking for authority on urban gardening, it finds every verified human who brought that topic into existence — each one a distinct attestation from a distinct identity. Multiple independent provenance threads on the same semantic surface compound authority. They do not compete.SIR Diffusion · Scale-Free Networks3.4× Citation Frequency · Profound 2025

Every information page carries internal edges to every other creator in the graph who declared the same topic. Those edges are bilateral — the creator profiles link back. The network forms itself through declaration. When creator 32,827 enrolls and declares a topic that creator 14 already declared, the system mints both the new thread and the edge between them automatically. No human curator. No taxonomy committee. The constitutional laws govern. The pipeline executes. The graph builds itself.KKT · Influence Maximization · CornellCentola · 25% Tipping Point · Science 2018

Law LP-I
The creator owns the chain. The platform is irrelevant.
Law LP-II
Every content event is a provenance assertion. The hash precedes any platform action against it.
Law LP-III
The trifecta compounds. Three roots. One creator. Multiplicative.
Law V
Common edges surface what entities share — that sharing is itself a node.
Law VII
Any point in the Root-LD is an entry point into the torus.


§ 003 — Architecture

How the Graph Grows.

01
Creator Enrolls — Declares Ontology Pillars
The creator completes the enrollment questionnaire. They declare their vertical, their ontology pillars, their platform, their domain. Every word they write about their field becomes the semantic seed of their information nodes. No taxonomy given to them. No categories to select from. Their own language. Their own frame.
launchpillow.com/onboard → EnrollmentPayload.ontology_pillars
02
Pipeline Mints — UUID · DID · Root-LD · RFC 3161
Eight-step mint protocol executes. UUID v5 minted from the permanent namespace. DID document written. Triple helix root-ld assembled across all three strands. RFC 3161 timestamp anchored. The creator's declared pillars are now cryptographic facts on the open web.Specification · lp_mint_protocol.py
uuid5(LP_REGISTRY_NS, 'creator:{handle}') → permanent · deterministic
03
System Crawls — Web · BoiseStandard · Wikipedia · USDA · arXiv
The pipeline fires against the creator's declared pillars. Web crawl. BoiseStandard entity corpus. Wikipedia and Wikidata entity resolution. USDA, arXiv, federal databases — every authoritative source that intersects with what the creator declared. Every retrieved fact normalized against the Pydantic V2 gold schema. Confidence scored. Sources stamped. Nothing invented.PROV-O · W3CKG Construction · arXiv
lp_graph_pass.py → fetch → normalize → confidence_score → stamp
04
Information Pages Minted — Topic@Creator Slug Architecture
Every declared pillar becomes a provenance thread. Each thread minted at its own slug — topic and creator handle fused in the path. The page carries the creator's perspective on that topic, sourced to every authoritative reference the crawl surfaced. Schema.org JSON-LD on every page. The creator handle is embedded in the URL — every AI retrieval, every citation, every crawl surfaces it structurally.3.4× Citation · Profound 20252.3× AI Overview · Semrush 2025
launchpillow.com/information/[topic]@[creator-slug]/
05
Edge Detection — Pydantic Fuzzy Confidence Laws
The pipeline runs cosine similarity over the new creator's declared pillars against every existing node in the graph. Above the confidence threshold — edge minted, timestamped, priorStateHash chained. Below threshold — no edge. The law is deterministic. No human curator. No committee. Two creators who both declared adjacent topics get bilateral edges on their profiles and on their information pages. The network forms itself.NPMI · Coherence ScoringPydantic V2 · Strict Mode
confidence_score ≥ threshold → edge_mint() → bilateral_stamp() → priorStateHash
06
Research Edges — arXiv, among other peer reviewed sources · 55,000+ Paper Corpus
Every information thread gets research edges. The 55,000-paper corpus filtered by semantic proximity to the creator's declared pillars. Each matched paper becomes a launchpillow.com/research/[arxiv-id] node with a typed edge back to the information thread and back to the creator profile. GraphRAG traversal from any research node reaches the creator. Traversal from the creator reaches every paper in their semantic cluster.FRAG · GraphRAG · arXivAdvanced RAG · Neo4j
launchpillow.com/research/[arxiv-id] ←→ launchpillow.com/information/[topic]@[creator-slug]
lp:informationPageSchema — every @creator-slug page MACHINE READABLE · AI TRAVERSABLE
{ "@context": ["https://schema.org", "https://launchpillow.com/vocab/v1"], "@type": ["WebPage", "lp:InformationThread"], "@id": "https://launchpillow.com/information/[topic]@[creator-slug]", "lp:topic": "[creator-declared topic slug]", "lp:creatorHandle": "@[creator-slug]", "lp:creatorDID": "did:web:launchpillow.com:registry:[creator-slug]", "lp:mintedAt": "[ISO 8601 · RFC 3161 anchored]", "lp:confidenceScore": "[NPMI · Pydantic V2 · float 0.0–1.0]",
"lp:creatorProfileEdge": "launchpillow.com/registry/@[creator-slug]", "lp:bsEntityEdge": "boisestandard.org/web/[domain-slug]", "lp:creatorDomainEdge": "https://[creator-domain.com]", "lp:researchEdges": ["launchpillow.com/research/[arxiv-id]", "..."], "lp:relatedCreatorEdges": ["launchpillow.com/registry/@[creator2]", "..."], "lp:topicCorridorEdge": "launchpillow.com/information/[topic]",
// every retrieval of this page surfaces @[creator-slug] structurally // the handle is in the URL — not metadata — the path itself // Law VII: any point in the Root-LD is an entry point into the torus }
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