{"confidence_buckets":["high","medium","low"],"counts":{"level_one":14,"level_two":36,"promoted":2,"seeded":34},"description":"Application-domain vocabulary for DSAIL rulesets (TJP-642). Level one is a closed, slow-moving list. Level two is an open vocabulary: the terms below are a sparse cold-start seed drawn from design-partner and sales conversations, and every further term enters only by promotion (K distinct external accounts proposing it independently). Events and stored labels carry ids, never strings; this document is where an id gets its name.","level_one":[{"description":"Expense and reimbursement, spending accounts and approval limits, treasury, accounting, tax.","id":"finance","name":"Corporate finance and spend"},{"description":"Loan and mortgage underwriting, credit decisions, retail banking, collections, fair-lending rules.","id":"consumer_finance","name":"Consumer finance and lending"},{"description":"Trading desks, hedge funds and asset managers: trading limits, position and exposure rules, asset pricing and mispricing screens, fixed income and distressed credit, fund mandates.","id":"capital_markets","name":"Capital markets and trading"},{"description":"Underwriting guidelines, claims adjudication, treaty and facultative reinsurance terms, coverage eligibility.","id":"insurance","name":"Insurance and reinsurance"},{"description":"Rules that restate an external regulator's requirements: FINRA, SEC, banking and market regulation, AML/KYC, reporting obligations.","id":"regulatory_compliance","name":"Regulatory compliance"},{"description":"Hiring, leave, conduct, compensation, benefits, contractor and workforce policy.","id":"hr_workforce","name":"HR and workforce"},{"description":"Identity, access control, data handling, incident response and security controls.","id":"security_access","name":"Security and access"},{"description":"Classified or controlled information: classification guides, marking, need-to-know, release and disclosure restrictions, export control. A category only — controlled content itself does not belong on a public model or service.","id":"security_classification","name":"Security classification and release"},{"description":"Clinical, coverage, eligibility, privacy and care-delivery policy.","id":"healthcare","name":"Healthcare"},{"description":"Contract terms, obligations, legal review and approval. Regulator-driven rules go under regulatory_compliance.","id":"legal_contracts","name":"Legal and contracts"},{"description":"Vendor selection, purchasing authority, sourcing and supplier policy.","id":"procurement","name":"Procurement"},{"description":"Change management, release gates, code review, deployment and operational readiness.","id":"engineering_release","name":"Engineering and release"},{"description":"Acceptable use, moderation, publishing standards and safety review.","id":"content_safety","name":"Content and safety"},{"description":"Nothing above fits. The share of the corpus landing here is the trigger for revising this list.","id":"other","name":"Other"}],"level_two":[{"aliases":["expense policy","reimbursement policy","travel and expense"],"id":"l2-0001","promoted_at":"2026-09-06T02:42:29+00:00","provenance":"promoted","since_version":"v1","term":"expense reimbursement"},{"aliases":["credit underwriting","mortgage underwriting"],"id":"l2-0002","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"loan underwriting"},{"aliases":["approval limits","signing authority","spending accounts"],"id":"l2-0003","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"spending authority"},{"aliases":["leave policy","pto policy"],"id":"l2-0004","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"leave and time off"},{"aliases":["candidate eligibility"],"id":"l2-0005","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"hiring eligibility"},{"aliases":["access management","least 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treatment"},{"aliases":["cash management","treasury policy"],"id":"l2-0020","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"treasury and cash management"},{"aliases":["consumer credit","credit approval","credit decision"],"id":"l2-0021","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"credit decisioning"},{"aliases":["ecoa","fair lending compliance"],"id":"l2-0022","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"fair lending"},{"aliases":["exposure limits","position limits","risk limits"],"id":"l2-0023","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"trading limits"},{"aliases":["asset mispricing","bond mispricing","distressed credit screening","low grade bond screening","whale shit"],"id":"l2-0024","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"mispriced assets"},{"aliases":["investment guidelines","investment mandate","mandate restrictions"],"id":"l2-0025","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"fund mandate compliance"},{"aliases":["order compliance","pre trade checks","restricted list"],"id":"l2-0026","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"pre trade compliance"},{"aliases":["policy underwriting","underwriting guidelines"],"id":"l2-0027","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"insurance underwriting"},{"aliases":["claims handling","claims policy"],"id":"l2-0028","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"claims adjudication"},{"aliases":["facultative reinsurance","reinsurance","treaty compliance"],"id":"l2-0029","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"reinsurance treaty terms"},{"aliases":["finra","finra rules"],"id":"l2-0030","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"finra compliance"},{"aliases":["sec compliance","sec rules","securities regulation"],"id":"l2-0031","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"sec regulation"},{"aliases":["aml","anti money laundering","know your customer","kyc"],"id":"l2-0032","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"aml and kyc"},{"aliases":["classification guide","marking rules","scg","security classification guide"],"id":"l2-0033","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"classification marking"},{"aliases":["disclosure restrictions","need to know","public release review"],"id":"l2-0034","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"release and disclosure"},{"aliases":["ear","export compliance","itar"],"id":"l2-0035","promoted_at":null,"provenance":"seeded","since_version":"v1","term":"export control"},{"aliases":[],"id":"l2-0036","promoted_at":"2026-09-06T02:42:29+00:00","provenance":"promoted","since_version":"v1","term":"onboarding checklist"}],"ok":true,"promotion":{"k":5,"proposal_ttl_days":90,"rule":"A proposed level-two term enters this vocabulary when at least 5 distinct external accounts have independently proposed it. Jaxon's own accounts do not count. Proposals that have not reached that count within the TTL are deleted."},"published_at":"2026-09-06","version":"v1","version_history":[{"level_one_count":14,"mapping_from_prior":null,"published_at":"2026-09-06","seeded_level_two_count":35,"version":"v1"}],"versions":{"engine":"dsail-core","engine_version":"3.0.0.2","language_version":"1.3","service_version":"0.1.0","supported_language_versions":["1.2","1.3"],"wire_version":"2.8.0"}}