Generated from cat-harness/processes/kg/nquads-distribution.bpmn by gen-processes-viz.ts — do not edit here. All processes

Package and distribute partitioned W3C N-Quads and named queries

Process_NQuadsDistribution · strict · 7 step(s)

Extract, partition, package, and distribute knowledge graph datasets as W3C RDF 1.1 N-Quads with pre-compiled named SPARQL queries. Governed by skills nquads-distribution and named-query-execution, grounded in schemas/nquads-distribution.ts.

CRITICAL INVARIANTS:

1. 2-TIER SUBGRAPH ARCHITECTURE: A lightweight Spine backbone partition is loaded on startup, while bulky subgraphs (communities, workflow domains) are lazily fetched on demand.
2. UPSTREAM SKOLEMIZATION: Zero blank nodes across all partitions. Every node must carry a deterministic minted IRI.
3. PARTITION BUDGET CEILING: Partitions must strictly stay under 5 MB gzipped / 50k quads to protect browser heap and memory allocations.
4. GRAPH AVAILABILITY GUARD: Queries declare requiredSubgraphs; execution fails fast with MissingPartitionError rather than silently returning partial query results.
5. NO COMMITTED BINARY PAYLOADS: .nq.gz distribution payloads are gitignored, generated on demand or in CI, and served to Pages via ‘served: true’.

How it connects

• Called by: no call activity names this process
• Calls: none
• Presented on: no docs page section shows this diagram
• Skill: nquads-distribution

Lanes — who acts

lane	role	what it does here
Knowledge Graph Engineer	platform-authoring-agent	The agent or engineer authoring or packaging the knowledge graph dataset: extracts RDF triples, skolemizes blank nodes, splits by subgraph topology, checks partition budgets, and tests named queries.
CI/CD Pipeline	build-pipeline	Automated CI validation and deployment pipeline: validates schema conformance, enforces graph availability guards, and publishes to GitHub Pages.

Steps

Every one of the 7 step(s) is documented.

step	lane	skill / sub-process	what it does
Extract & Skolemize RDF Dataset A_ExtractSkolemize	Knowledge Graph Engineer	nquads-distribution	Extract the target RDF triples and ensure strict upstream skolemization: transform every blank node into a deterministic IRI under the dataset namespace. Zero blank nodes allowed in serialized N-Quads.
Stream W3C N-Quads into Subgraph Partitions A_PartitionQuads	Knowledge Graph Engineer	nquads-distribution	Serialize lines conforming to W3C RDF 1.1 N-Quads (subject predicate object graphIri .). Split into Tier 1 Spine (routing backbone) and Tier 2 Subgraphs (communities, domains). Compress each into .nq.gz.
Report Budget Finding; Refine Subgraph Splitting A_ReportBudgetExcess	Knowledge Graph Engineer	nquads-distribution	Record the oversized partition on the coordinating bean. Refine subgraph partitioning boundary or split into finer subgraphs. Do not ship oversized partition.
Declare Distribution Manifest & Named Queries A_DeclareManifest	Knowledge Graph Engineer	nquads-distribution named-query-execution	Write subgraph-manifest.json conforming to folio-nquads-distribution/v1. Declare datasetIri, servedRoute, spine, subgraphs, and audited named SPARQL queries with explicit requiredSubgraphs and typed parameter definitions.
Verify Queries via CLI & Test Graph Availability A_VerifyQueries	Knowledge Graph Engineer	named-query-execution	Execute named queries using scripts/nquads-query.ts and the nquads-query MCP tool. Assert that missing partition triggers MissingPartitionError and typed parameters prevent injection.
CI Gate Verification: Audit Manifest & Schemas A_GateCheck	CI/CD Pipeline	named-query-execution	Validate that subgraph-manifest.json conforms to NQuadsDistributionManifestSchema, all referenced partitions exist, and external schema w3c-n-quads is satisfied.
Publish Distribution via ‘served: true’ to Pages A_DeployPages	CI/CD Pipeline	nquads-distribution	Publish distribution directory to _site/ via mount-instance-docs.ts respecting ‘served: true’ declaration. Quads files become accessible identically to web clients and CLI/agent runners.

Decisions

1 of 2 decision(s) carry no documentation — gateway-documented lists them.

decision	what decides it	branches
All partitions under 5 MB / 50k quads budget? GW_PartitionBudget	Enforce partition size ceiling: verify that no partition exceeds MAX_RECOMMENDED_PARTITION_BYTES (5 MB gzipped) or 50,000 quads. Protects browser V8 heap and mobile allocations.	Under budget → Declare Distribution Manifest & Named Queries Over budget → Report Budget Finding; Refine Subgraph Splitting
Gate passes? GW_CiGreen	—	Green → Publish Distribution via ‘served: true’ to Pages Red → CI Gate Failed