ACaaS
Policy Evaluator (RBAC/ABAC)
Layer: Rules & Registries
Purpose: Authorize actions over registry and governance endpoints
Inputs → Outputs: subject, action, resource, attrs → permit|deny, obligations
Core Structures/Model: Decision trees · Policy engine
Complexity: O(n) policy rules · Determinism: Deterministic
Quality Metrics: policy_coverage, authz_latency
Failure Modes: Implicit denies; policy holes
Controls: Deny-by-default; policy tests
Upstream → Downstream: All → All
Selective Disclosure Packager
Layer: Rules & Registries
Purpose: Issue verifiable credentials with minimal disclosure
Inputs → Outputs: claims, policy → vc_token
Core Structures/Model: ZK-friendly encoding · Crypto/protocol
Complexity: O(n) · Determinism: Deterministic
Quality Metrics: disclosure_minimization, verification_success
Failure Modes: Incorrect redactions
Controls: Policy linting
Upstream → Downstream: ProvAaaS → External verifiers
AaaS
Specimen Anchor Matcher
Layer: Domain Anchoring
Purpose: Match a token to a voucher/specimen record
Inputs → Outputs: token, collection_db → anchor_binding, confidence
Core Structures/Model: BK-tree (string), LSH (features) · Similarity search
Complexity: O(log n) per search over indexed catalog · Determinism: Probabilistic
Quality Metrics: top1_acc, mAP@k, false_link_rate
Failure Modes: Duplicate catalog entries; OCR noise
Controls: Multi-field consensus; curator override
Upstream → Downstream: NaaS → ValaaS, RegaaS
Type Strain Resolver
Layer: Domain Anchoring
Purpose: Resolve prokaryote name to type strain(s) across collections
Inputs → Outputs: token, culture_accessions → type_strain_binding
Core Structures/Model: Hash maps, set-joins · Rule-based reconciliation
Complexity: O(k log n) across collections · Determinism: Deterministic
Quality Metrics: resolution_rate, cross_collection_consistency
Failure Modes: Retired strains; synonymy drift
Controls: Authority precedence table; deprecation flags
Upstream → Downstream: NaaS → ValaaS, RegaaS
Sequence Exemplar Selector
Layer: Domain Anchoring
Purpose: Choose best exemplar sequence for taxon/virus
Inputs → Outputs: token, sequence_set, quality_scores → exemplar_id, QC_report
Core Structures/Model: Suffix array (optional), score heap · Scoring + QC filters
Complexity: O(n) QC + O(n log n) ranking · Determinism: Deterministic
Quality Metrics: N50, coverage, contamination_rate
Failure Modes: Chimeras; low coverage
Controls: QC pipeline; contamination screen
Upstream → Downstream: Bio repos → ICTV/TaaS, ValaaS
AnaaS
Stability/Volatility Monitor
Layer: Cross-Disciplinary Recursion
Purpose: Track churn in names, trees, and registries
Inputs → Outputs: event_streams → volatility_scores, alerts
Core Structures/Model: Time-series store · Metrics/alerts
Complexity: O(n) streaming · Determinism: Deterministic
Quality Metrics: volatility_index, MTTA/MTTR
Failure Modes: Alert fatigue
Controls: Adaptive thresholds
Upstream → Downstream: VaaS, DaaS → VizaaS
Anomaly Detector
Layer: Cross-Disciplinary Recursion
Purpose: Detect outliers in synonym merges, anchor matches, or governance acts
Inputs → Outputs: metrics, graphs → anomaly_flags
Core Structures/Model: Streaming windows · Stat/ML detector
Complexity: O(n) with windowed stats · Determinism: Probabilistic
Quality Metrics: precision, recall, lead_time
Failure Modes: Concept drift; seasonal patterns
Controls: Feedback loops; retraining cadence
Upstream → Downstream: RaaS, AaaS, GaaS → GaaS, PRaaS
DaaS
Ingest & Index
Layer: Language Units
Purpose: Ingest tokens/anchors/acts and index for search/graph
Inputs → Outputs: records[*] → index_segments, graph
Core Structures/Model: Inverted index, property graph · Indexing/graph
Complexity: O(n log n) · Determinism: Deterministic
Quality Metrics: ingest_latency, query_latency
Failure Modes: Skew bursts; field drift
Controls: Backpressure; schema registry
Upstream → Downstream: All → TLaaS, VizaaS
Semantic Search/Retrieval
Layer: Language Units
Purpose: Retrieve entities by tokens and context
Inputs → Outputs: query, context → ranked_results
Core Structures/Model: BM25/ANN · Hybrid IR (lex+vec)
Complexity: O(log n) per query · Determinism: Probabilistic
Quality Metrics: MRR@n, NDCG, recall
Failure Modes: Embedding drift; adversarial queries
Controls: Periodic reindex; filters
Upstream → Downstream: Ingest & Index → All
GaaS
Opinion Workflow Orchestrator
Layer: Governance Harmonization
Purpose: Route proposals to commissions/sections and collect signed outcomes
Inputs → Outputs: proposal, evidence → governance_action, signature_bundle
Core Structures/Model: State machine · Workflow engine
Complexity: O(n) on participants · Determinism: Deterministic
Quality Metrics: SLA_adherence, action_latency
Failure Modes: Stalled reviews; quorum failures
Controls: Escalation ladders; quorum checks
Upstream → Downstream: PRaaS, ValaaS → ProvAaaS, VaaS
IDaaS
PID Mint/Resolve
Layer: Rules & Registries
Purpose: Mint and resolve persistent IDs (GUID/DOI/URI)
Inputs → Outputs: entity, namespace_policy → pid, resolve_endpoint
Core Structures/Model: Hashids, KV store · Rule-based
Complexity: O(1) mint; O(log n) resolve · Determinism: Deterministic
Quality Metrics: mint_latency, collision_rate
Failure Modes: Namespace collision; orphaned IDs
Controls: Namespace policy; soft-deletes with tombstones
Upstream → Downstream: RegaaS → All
Synonym Graph Builder
Layer: Rules & Registries
Purpose: Build transitive closure of equivalence among tokens
Inputs → Outputs: equivalence_pairs → synonym_graph
Core Structures/Model: Union-Find, graph · Graph algorithm
Complexity: Near O(E α(V)) for union-find · Determinism: Deterministic
Quality Metrics: component_count, path_length_stats
Failure Modes: Cycles; noisy links
Controls: Edge confidences; manual splits
Upstream → Downstream: NaaS, RaaS → RaaS, DaaS
InteropaaS
Schema/Adapter Mapper
Layer: Cross-Disciplinary Recursion
Purpose: Map external schemas to UCLS canonical
Inputs → Outputs: external_payload, schema_map → ucls_payload
Core Structures/Model: Maps, transformers · Transform engine
Complexity: O(n) · Determinism: Deterministic
Quality Metrics: mapping_coverage, transform_error_rate
Failure Modes: Schema drift
Controls: Versioned adapters
Upstream → Downstream: All inputs → Downstream services
Rate/Backoff Orchestrator
Layer: Cross-Disciplinary Recursion
Purpose: Manage API quotas and retries across registries
Inputs → Outputs: endpoint_policies → throughput, retry_plan
Core Structures/Model: Leaky bucket queues · Policy/queueing
Complexity: O(1) per call · Determinism: Deterministic
Quality Metrics: throttle_events, retry_success_rate
Failure Modes: Throttling storms
Controls: Jittered backoff
Upstream → Downstream: All → All
NaaS
Canonical Tokenization
Layer: Language Units
Purpose: Normalize raw name strings into canonical tokens (case, diacritics, punctuation, hyphens)
Inputs → Outputs: raw_string, locale, code_hint → token, normalization_report
Core Structures/Model: Trie, DFA, Unicode NFKD maps · Rule-based
Complexity: O(n) over characters; rule-table lookup · Determinism: Deterministic
Quality Metrics: collision_rate, edit_distance_delta, normalization_latency
Failure Modes: Unicode edge cases; locale mis-detection; hyphenation loss
Controls: Locale autodetect fallback; reversible transforms; audit log
Upstream → Downstream: Input streams, ingestion → AaaS, RegaaS, DaaS
Homonymy/Polysemy Detector
Layer: Language Units
Purpose: Detect same-string different-meaning vs. same-meaning different-strings
Inputs → Outputs: token, code_context, references → homonymy_flags, equivalence_sets
Core Structures/Model: Inverted index, Disjoint-set (Union-Find) · Heuristic + graph stats
Complexity: O(n log n) via inverted index & graph clustering · Determinism: Semi-deterministic
Quality Metrics: precision/recall on equivalence, false_merge_rate
Failure Modes: Over-merge synonyms; under-merge aliases
Controls: Threshold tuning; manual adjudication queue
Upstream → Downstream: Canonical Tokenization → RaaS, PRaaS
Binomial Grammar Parser
Layer: Language Units
Purpose: Validate and parse binomials (genus + epithet, authorship)
Inputs → Outputs: token, code_hint(ICZN/ICNafp) → parsed_name, flags
Core Structures/Model: LL(*) grammar, AST · Grammar/rule-based
Complexity: O(n) parse; small grammar · Determinism: Deterministic
Quality Metrics: parse_success_rate, rule_coverage
Failure Modes: Abbrev. authors; hybrid notation variants
Controls: Fallback productions; strict mode switch
Upstream → Downstream: Canonical Tokenization → ValaaS, TaaS
Clade Name Def Parser
Layer: Language Units
Purpose: Parse PhyloCode-style node/branch/apomorphy definitions
Inputs → Outputs: definition_text, tree_refs → specifier_set, definition_AST
Core Structures/Model: AST, pointers to nodes · Parser + schema checks
Complexity: O(n) + tree lookups · Determinism: Deterministic
Quality Metrics: definition_validity, pointer_resolvability
Failure Modes: Ambiguous node labels; missing tree refs
Controls: Tree disambiguation; RegNum cross-check
Upstream → Downstream: DaaS trees → PhyloCode registry, TaaS
OaaS
Ontology Diff/Merge
Layer: Language Units
Purpose: Three-way semantic diff + merge for OWL/JSON-LD models
Inputs → Outputs: old, current, proposed → merged, conflicts
Core Structures/Model: Hash maps, graph · Semantic diff
Complexity: O(n log n) by entity · Determinism: Deterministic
Quality Metrics: conflict_rate, merge_time
Failure Modes: IRI clashes; domain/range breakage
Controls: IRI policy; reasoner checks
Upstream → Downstream: All design → VaaS, DaaS
Reasoner Checks
Layer: Language Units
Purpose: Class satisfiability and property consistency checks
Inputs → Outputs: ontology_graph → consistency_report
Core Structures/Model: DL reasoner structures · Description Logic
Complexity: Reasoner-dependent · Determinism: Deterministic
Quality Metrics: unsat_classes, axiom_violations
Failure Modes: Open-world surprises, punning
Controls: Profiles (EL/QL/RL); rule guards
Upstream → Downstream: Ontology Diff/Merge → All
PRaaS
Priority Engine
Layer: Governance Harmonization
Purpose: Compute precedence per code (priority, conservation/rejection)
Inputs → Outputs: conflict_set, code_rules, dates → decision, ranked_candidates
Core Structures/Model: Sorted lists · Rule-based
Complexity: O(n log n) sort by rules/dates · Determinism: Deterministic
Quality Metrics: tie_rate, override_rate
Failure Modes: Date ambiguities; rule exceptions
Controls: Stamped evidence; override with rationale
Upstream → Downstream: ValaaS → GaaS, TaaS
ProvAaaS
Provenance Chain Builder
Layer: Rules & Registries
Purpose: Assemble signed lineage chains over names, anchors, and acts
Inputs → Outputs: events[*], signatures → provenance_graph
Core Structures/Model: DAG · Cryptographic + graph
Complexity: O(n) · Determinism: Deterministic
Quality Metrics: chain_completeness, signature_validity
Failure Modes: Key rotation; missing links
Controls: Key rollover policy; partial chains allowed
Upstream → Downstream: All → PRaaS, VaaS
Tamper-evident Snapshoter
Layer: Rules & Registries
Purpose: Emit immutable snapshots of states (Merkle/ledger anchoring)
Inputs → Outputs: state_graph → snapshot_id, merkle_root
Core Structures/Model: Merkle trees · Crypto/protocol
Complexity: O(n) hashing · Determinism: Deterministic
Quality Metrics: replay_success, integrity_checks
Failure Modes: Hash collisions (practically nil); clock skew
Controls: Stable clocks; 2-phase commit
Upstream → Downstream: All → VaaS
RaaS
Record Linkage (Blocking + Pairwise)
Layer: Cross-Disciplinary Recursion
Purpose: Detect duplicates across sources using blocking and pairwise scoring
Inputs → Outputs: records[*] → clusters, links
Core Structures/Model: LSH, BK-tree, cosine sims · Heuristic + ML scoring
Complexity: O(n log n) blocking + O(k) verify · Determinism: Probabilistic
Quality Metrics: precision, recall, F1, cluster_purity
Failure Modes: Over-merge/under-merge; adversarial noise
Controls: Thresholding; human-in-the-loop; provenance
Upstream → Downstream: NaaS, IDaaS → IDaaS, DaaS
Synonym Collapse
Layer: Cross-Disciplinary Recursion
Purpose: Collapse synonym sets to a chosen canonical
Inputs → Outputs: synonym_graph → collapsed_map
Core Structures/Model: Graph · Rule-based
Complexity: O(V) graph traversal · Determinism: Deterministic
Quality Metrics: canonical_stability, revert_rate
Failure Modes: Wrong canonical; shifting usage
Controls: Governance override; versioning
Upstream → Downstream: IDaaS → NaaS, TaaS
RegaaS
Registry Record Resolver
Layer: Rules & Registries
Purpose: Resolve name/anchor to authoritative registry record
Inputs → Outputs: token|anchor, registry_hint → registry_record, URI
Core Structures/Model: B-Tree, hashmap · Rule + API client
Complexity: O(log n) over registry index · Determinism: Deterministic
Quality Metrics: resolve_latency, hit_rate
Failure Modes: Registry downtime; API drift
Controls: Retry/backoff; schema adapters
Upstream → Downstream: AaaS, NaaS → IDaaS, ProvAaaS
Cross-Registry Reconciler
Layer: Rules & Registries
Purpose: Merge multiple registry records into one authority view
Inputs → Outputs: registry_records[*] → merged_record, provenance
Core Structures/Model: Blocking keys, DSU · Heuristic + provenance scoring
Complexity: O(n log n) blocking + pairwise verify · Determinism: Semi-deterministic
Quality Metrics: precision, recall, disagreement_rate
Failure Modes: Conflicts; losing provenance
Controls: Provenance graph; conservative merge
Upstream → Downstream: Registry Record Resolver → IDaaS, DaaS
TLaaS
Morpheme-Aware Transliterator
Layer: Language Units
Purpose: Transliterate while preserving morpheme boundaries and code-required endings
Inputs → Outputs: token, lang_from, lang_to → transliterated_token
Core Structures/Model: Trie + morphological lexicon · Rule-based
Complexity: O(n) · Determinism: Deterministic
Quality Metrics: morpheme_preservation_rate
Failure Modes: Non-1:1 scripts; loanwords
Controls: Back-transliteration checks
Upstream → Downstream: NaaS → NaaS, DaaS
Cross-lingual Label Ranker
Layer: Language Units
Purpose: Rank labels by usage, authority, and semantic proximity
Inputs → Outputs: labels[*], signals → best_label, ranking
Core Structures/Model: Heaps, scores · Ranking/heuristics
Complexity: O(n log n) · Determinism: Probabilistic
Quality Metrics: top1_acc, MRR
Failure Modes: Popularity bias; source skew
Controls: Authority weighting; locale pinning
Upstream → Downstream: DaaS → VizaaS
TaaS
Tree Reconciler
Layer: Cross-Disciplinary Recursion
Purpose: Reconcile competing trees into consensus with evidence weights
Inputs → Outputs: trees[*], evidence → consensus_tree, support_scores
Core Structures/Model: Bipartition sets, PQ trees · Algorithmic reconciliation
Complexity: O(n log n) for bipartition merges · Determinism: Deterministic
Quality Metrics: RF_distance, normalized_support
Failure Modes: Incompatible sources; polytomies
Controls: Evidence weighting; track conflicts
Upstream → Downstream: IDaaS, RaaS → VizaaS, DaaS
Rank Normalizer
Layer: Cross-Disciplinary Recursion
Purpose: Map ranks across codes into UCLS homologous levels
Inputs → Outputs: code_ranks, crosswalk → normalized_ranks
Core Structures/Model: Lookup tables · Rule-based
Complexity: O(n) mapping · Determinism: Deterministic
Quality Metrics: coverage, missing_map_rate
Failure Modes: Unknown ranks; legacy variants
Controls: Fallback/defaults; manual map slots
Upstream → Downstream: OaaS → All
VaaS
Semantic Version Bumper
Layer: Rules & Registries
Purpose: Compute semver change based on diffs (major/minor/patch)
Inputs → Outputs: diff_report → version_tag
Core Structures/Model: Diff trees · Rule-based
Complexity: O(n) · Determinism: Deterministic
Quality Metrics: version_accuracy, downgrade_rate
Failure Modes: Misclassified impact
Controls: Policy tables; human confirm
Upstream → Downstream: OaaS, TaaS → All
Delta Packager
Layer: Rules & Registries
Purpose: Package minimal deltas for efficient distribution
Inputs → Outputs: old,new → delta_bundle
Core Structures/Model: Rsync-like rolling hash · Compression/delta
Complexity: O(n) · Determinism: Deterministic
Quality Metrics: bundle_size, apply_success
Failure Modes: Patch drift
Controls: Apply checksums
Upstream → Downstream: All → All
ValaaS
Validity Function Evaluator
Layer: Rules & Registries
Purpose: Evaluate code-specific validity (pub, typification, registration)
Inputs → Outputs: token, anchor, registry_evidence, code_rules → valid|invalid, reasons
Core Structures/Model: Rule engine, SHACL shapes · Rules/constraint engine
Complexity: O(m) rule checks · Determinism: Deterministic
Quality Metrics: validity_pass_rate, false_positive_rate
Failure Modes: Missing evidence; misapplied rule
Controls: Per-code rule sets; evidence templates
Upstream → Downstream: AaaS, RegaaS → PRaaS, GaaS
SHACL/Schema Validator
Layer: Rules & Registries
Purpose: Validate graph payloads against SHACL/JSON-Schema
Inputs → Outputs: jsonld_graph, shapes → validation_report
Core Structures/Model: RDF graph, SHACL · Schema validation
Complexity: O(n) over triples · Determinism: Deterministic
Quality Metrics: shape_coverage, violation_density
Failure Modes: Under-specified shapes; drift
Controls: Shape versioning; test suites
Upstream → Downstream: OaaS → All downstream
VizaaS
Hierarchy Renderer
Layer: Cross-Disciplinary Recursion
Purpose: Render layered trees (particles→taxonomy→codes)
Inputs → Outputs: graph, layout_params → SVG/PNG
Core Structures/Model: DAG layout · Graph layout
Complexity: O(V+E) layout · Determinism: Deterministic
Quality Metrics: render_time, label_overlap
Failure Modes: Label collisions
Controls: Auto-layout + bundling
Upstream → Downstream: DaaS, TaaS → WordPress, reports
KG Explorer
Layer: Cross-Disciplinary Recursion
Purpose: Interactive exploration of tokens, anchors, registries, governance actions
Inputs → Outputs: graph, query → UI state, drilldowns
Core Structures/Model: Property graph · UI/graph
Complexity: O(V+E) per view · Determinism: Deterministic
Quality Metrics: click_depth, task_success
Failure Modes: Overplotting
Controls: Facets, focus+context
Upstream → Downstream: DaaS → Stakeholders
Unified Categorical Language System – SolveForce Communications