A provenance and ingestion control plane connecting official sources, publisher datasets, checked releases, runtime providers and the evidence currently served.
Derived outputs are governed separately from upstream publications. Open the model registry.
Occupations, NOC groups, sectors, communities, businesses, postings, training, housing, economy profiles, signals, sources and providers publish typed links[]. Each link names the relationship, stable target identity, evidence strength, and human or machine route where one exists. Reciprocal links are emitted only when the inverse relationship is actually materialized.
Observation dates describe the measured phenomenon. Retrieval, verification and source-run dates describe VeilPoint processing. Those clocks never substitute for one another.
58 approved upstream datasets
Registered64Stable upstream IDs
Materialized54Checked artifacts
Conditional1Manual review
Pending5Link-only
No artifact4Approved, unserved
Gated6No ingestion
Refresh jobs16Policy-enabled
Blocked jobs0Permission gate
Only approved sources may refresh automatically. Candidate artifacts must pass schema, geography, count, checksum and permission gates before replacing the last known good snapshot.
Acquisition and reuse
Governed upstream sources
Reviewed 2026-08-04
eccc-geomet-climate-normals
ECCC MSC GeoMet Canadian Climate Normals
Environment and Climate Change Canada · eccc-geomet-climate-normals-1981-2010
approvedmaterialized
Access
reviewed-manual-access
Cadence
When ECCC publishes a new normals collection
Providers
geography
Releases
1
Governance and lineage
Approved use: Materialize complete Saskatchewan 1981–2010 climate-normal station observations and nearest-station context.
Excluded: Do not label climate normals as current weather, a forecast, or direct measurement at the municipality.
Federal Corporations — Corporations Canada open dataset
Innovation, Science and Economic Development Canada · 0032ce54-c5dd-4b66-99a0-320a7b5e99f2
approvedmaterialized
Access
automated-public-download
Cadence
Source updates daily; fetched as needed for the experiment
Providers
Not served
Releases
1
Governance and lineage
Approved use: Measure how much of the municipal business-observation universe can be candidate-matched to an authoritative federal corporate identity (the D2.5 experiment), and inform the resolver evidence contract with measured overlap rather than estimates.
Excluded: Not a resolution source: no record may be merged with, or presented as the identity of, any OEX organization on name or address similarity. No product surface, no graph writes, no runtime provider. A registered-office address is a filing address and must not be read as an operating establishment.
Approved use: Source linking and internal permission evaluation only. No CGC delivery rows are included in the production provider, refresh job, checked artifacts or public product claims.
Excluded: Do not reproduce or commercially redistribute the station-level delivery data without prior written permission; do not interpret station deliveries as farm-level production or inventory.
Great Plains College · great-plains-college-public-program-pages
approvedmaterialized
Access
automated-public-download
Cadence
Weekly verification of the reviewed allowlist
Providers
training
Releases
1
Governance and lineage
Approved use: Index a reviewed allowlist of bare program facts needed for training discovery: program and credential name, published location and delivery, duration, exact intake date, approximate tuition and canonical source URL. Recheck robots.txt and critical page facts on every acquisition.
Excluded: Do not mirror page prose, course lists, images or branding; infer seats, admission, availability or eligibility; generalize a campus-specific intake; or present approximate tuition as guaranteed.
Coverage: Great Plains College program delivery locations in Saskatchewan
Licence: Official public pages; bounded factual-reference use (no general redistribution licence stated)
Approved use: Materialize and redistribute accurately reproduced Saskatchewan housing-start counts and value-added normalized records with the prescribed CMHC source acknowledgment.
Excluded: Do not imply CMHC endorsement, misrepresent the source or geographic coverage, attempt re-identification, omit the prescribed acknowledgment, or continue use after a CMHC limitation or revocation notice.
Coverage: Canada and urban centres with population 50,000 and over; source geography applies
Licence: CMHC Licence Agreement for the Use of Data
Only the evidence group supports factual claims. Preview, planned, first-party and derived contracts remain discoverable without being presented as upstream evidence.
Evidence19Claim-eligible
Preview0Synthetic fixtures
Planned1No served records
First-party0Consent governed
Derived1Inherits inputs
Unknown freshness0Evidence providers
Empty evidence04 total blockers
Some runtime providers are empty
64 upstream datasets are registered; 58 are approved for defined uses. 21 runtime providers: 19 runtime providers serve published evidence: Advertised job demand, Community business counts, Community GDP engine, Cost of living, Education and apprenticeship pipeline, Geography, Hiring employers, Housing value and supply evidence, Job postings, Market Basket Measure costs, Municipal business licences, National occupational projection context, Occupational skills and requirements, Open-source economic signals, Rents, Trade, Training catalogue, Training pathways and crosswalks, Wages & vacancies. No runtime provider serves preview evidence. 2 runtime providers are empty. Do not use preview figures for employment, investment, or policy decisions; check each record's provenance and /about/data. Derived results inherit their weakest input.
Education and apprenticeship pipeline
Upstream: Statistics Canada PSIS and Registered Apprenticeship Information System
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: statcan-psis-enrolments-37100277, statcan-psis-graduates-37100276, statcan-rais-certifications-37100220, statcan-rais-registrations-37100219.
Serving readiness
969 enrolment, 259 graduate, 25 total-registration, 25 new-registration and 25 trade-certification observations are materialized. Counts are non-actionable aggregates, not seats or available workers.
Weakest record tier
Tier A
Freshness
Fresh
Validation
passed
Source kind
statistics-canada
Cadence
Annual.
Promotion
Reviewed before publication
Licence
Statistics Canada Open Licence
Last refresh
2026-08-11, 3:25:12 p.m.
Actionability
non-actionable
Coverage
Saskatchewan totals and 10 published Saskatchewan institutions by CIP 2021, plus province-wide trade certifications.
Upstream: AAFC Soils of Canada · Detailed Soil Survey · Saskatchewan Geological Survey — Mineral Deposit Index (SMDI) · Government of Saskatchewan — Industrial and Mining Facilities · ECCC Canadian Climate Normals 1981–2010
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: aafc-detailed-soil-survey, aafc-soils-canada-derived, eccc-geomet-climate-normals, sk-industrial-mining-facilities, sk-smdi-mineral-exploration, statcan-census-population-dwellings-98100002, statcan-gaf-92-151-x-2021.
Serving readiness
Real curated data: soil zone and agricultural capability per community, every current mineral operation, the approved provincial industrial-facility roster, and climate normals from the nearest ECCC station. Refreshed by re-running the recipes documented in the reference files.
Weakest record tier
Tier B
Freshness
Fresh
Validation
passed
Source kind
provincial
Cadence
As published · When ECCC publishes a new normals collection · Annual curated verification · Census
Promotion
Reviewed before publication
Licence
Open Government Licence – Canada · Saskatchewan Standard Unrestricted Use Data Licence · Government of Saskatchewan Standard Unrestricted Use Data Licence (Version 2.0) · Statistics Canada Open Licence
Last verification
2026-07-23, 12:00:00 a.m.
Actionability
non-actionable
Reference period
Mixed official reference periods: soils and 1981–2010 climate normals; mineral operations verified 2026-07-23.
Upstream: SaskJobs public search-index routes employer fields
evidenceLive modeOperational
Registry alignment · linked
Current hiring-employer signals come from governed SaskJobs posting records; this is intentionally not a complete corporate registry. Source IDs: saskjobs-public-search-index.
Serving readiness
Current hiring-employer signals are derived only from live public postings. Organizations without a current indexed posting are absent.
Weakest record tier
Tier B
Freshness
Fresh
Validation
warning
Source kind
provincial
Cadence
Background and on-access refresh, no more than once every 15 minutes per process; robots policy rechecked daily.
Promotion
Reviewed before publication
Licence
SaskJobs robots Content-Signal search=yes; search-result links and short excerpts only, subject to Crown Copyright.
Last refresh
2026-11-11, 8:37:39 a.m.
Actionability
mixed
Latest source run · succeeded
Read 10 · stored 10 · skipped 0 · issues 2
7 records served
Housing value and supply evidence
Upstream: Statistics Canada 2021 Census dwelling values; CMHC monthly housing starts via Saskatchewan Dashboard
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: saskatchewan-dashboard, statcan-census-dwelling-values-98100257, statcan-cmhc-housing-starts-34100151.
Serving readiness
The dated 2021 owner-estimated dwelling-value baseline and monthly housing starts for Saskatchewan urban centres of 50,000+ are materialized. Current sale prices, listings, completions and municipal inventory are not included.
Weakest record tier
Tier A
Freshness
Stale
Validation
passed
Source kind
cmhc
Cadence
Census dwelling-value baseline plus monthly housing-starts releases.
Promotion
Reviewed before publication
Licence
Statistics Canada Open Licence; CMHC Licence Agreement for the Use of Data; Saskatchewan Dashboard Terms of Use
Last refresh
2026-08-11, 3:25:37 p.m.
Actionability
non-actionable
Coverage
17 published Saskatchewan province/CSD Census geographies; housing starts are Aggregate of Saskatchewan urban centres with population 50,000 and over; not all provincial or municipal housing construction.
Reference period
Monthly housing starts plus 2021 Census dwelling-value baseline
Dataset ID
98-10-0257-01|34-10-0151-01
Normalization
housing-evidence-v2
Public launch blockers
Last successful refresh is stale.
The Housing value and supply evidence snapshot is past its declared freshness window.
Operational alerts
The Housing value and supply evidence snapshot is past its declared freshness window. [error]
2,625 records served
Job postings
Upstream: SaskJobs public search-index routes
evidenceLive modeOperational
Registry alignment · linked
Current actionable links and short factual records use the reviewed SaskJobs public search-index boundary. Source IDs: saskjobs-public-search-index.
Serving readiness
SaskJobs hiring evidence is enabled. OEX indexes only homepage-discovered records from robots-allowed detail routes and excludes application instructions and employer contact details.
Weakest record tier
Tier B
Freshness
Fresh
Validation
warning
Source kind
provincial
Cadence
Background and on-access refresh, no more than once every 15 minutes per process; robots policy rechecked daily.
Promotion
Reviewed before publication
Licence
SaskJobs robots Content-Signal search=yes; search-result links and short excerpts only, subject to Crown Copyright.
Last refresh
2026-11-11, 8:37:39 a.m.
Actionability
actionable
Latest source run · succeeded
Read 10 · stored 10 · skipped 0 · issues 2
10 records served
Provider modes
Public-source-only is the default. Placeholder modes require an explicit test/demo selection.
OEX_JOBS_PROVIDER = placeholder | saskjobs | jobbank
OEX_COL_PROVIDER = public | live | placeholder
OEX_GEOLAYER_PROVIDER = public | http | placeholder
OEX_TRAINING_PROVIDER = public | live | placeholder
OEX_TALENT_PROVIDER = placeholder | live
OEX_BUSINESSES_PROVIDER = saskjobs | live | placeholder
OEX_REAL_ESTATE_PROVIDER = public | live | placeholder
Empty and null fields mean the upstream did not publish a reviewed value; they are never filled synthetically.