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.
Evidence17Claim-eligible
Preview0Synthetic fixtures
Planned3No served records
First-party0Consent governed
Derived1Inherits inputs
Unknown freshness0Evidence providers
Empty evidence06 total blockers
Some runtime providers are empty
64 upstream datasets are registered; 58 are approved for defined uses. 21 runtime providers: 17 runtime providers serve published evidence: Advertised job demand, Community business counts, Community GDP engine, Cost of living, Education and apprenticeship pipeline, Geography, Housing value and supply evidence, 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. 4 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.
Advertised job demand
Upstream: ESDC Job Bank monthly open-data archive
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: job-bank-open-demand.
Serving readiness
Real monthly Saskatchewan advertised-demand evidence is materialized. It does not contain employer identity, application URLs, expiry, or current-active status.
Weakest record tier
Tier B
Freshness
Stale
Validation
passed
Source kind
esdc-job-bank
Cadence
Monthly, following the Job Bank open-data release.
The Advertised job demand snapshot is past its declared freshness window.
Latest source run · succeeded
Read 3,876 · stored 3,876 · skipped 0 · issues 0
Operational alerts
The Advertised job demand snapshot is past its declared freshness window. [error]
3,876 records served
Community business counts
Upstream: Statistics Canada table 33-10-1097-01
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: statcan-business-counts-33101097.
Serving readiness
Real counts of businesses with employees are materialized for every Saskatchewan CSD and CMA published in the table. These are aggregates, not a business directory.
Weakest record tier
Tier A
Freshness
Fresh
Validation
passed
Source kind
statistics-canada
Cadence
Semi-annual.
Promotion
Reviewed before publication
Licence
Statistics Canada Open Licence
Last refresh
2026-08-11, 3:27:45 p.m.
Actionability
non-actionable
Coverage
417 Saskatchewan CSDs and 2 CMAs published in the July 2025 reference.
Reference period
July 2025 reference, December 2025 release
Dataset ID
33-10-1097-01
Normalization
business-counts-v1
7,145 records served
Community GDP engine
Upstream: Statistics Canada 36-10-0711-01 — GDP at basic prices by industry, Saskatchewan, 2022 current dollars (vintage 2026-05-01) · Statistics Canada 33-10-0661/0662/0663-01 — Canadian Business Counts, December 2022 release (reference 2022-07) · Statistics Canada 98-10-0002-01 — 2021 Census population and dwelling counts · Statistics Canada 98-10-0057-01 — 2021 Census household income (2020 income year) · Statistics Canada 92-151-X — 2021 Geographic Attribute File
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: city-moose-jaw-afs-2024, city-prince-albert-afs-2024, city-regina-afs-2024, city-saskatoon-afs-2024, city-swift-current-afs-2024, saskatchewan-dashboard-economic-indicators, statcan-building-permits-34100292, statcan-business-counts-33101097, statcan-capital-investment-34100035, statcan-cbc-33100661, statcan-cbc-33100662, statcan-cbc-33100663, statcan-census-dwelling-values-98100257, statcan-census-income-98100057, statcan-census-population-dwellings-98100002, statcan-cpi-18100004, statcan-employment-14100017, statcan-gaf-92-151-x-2021, statcan-gdp-36100711, statcan-manufacturing-sales-16100048, statcan-merchandise-exports-12100175, statcan-unemployment-rate-14100287.
Serving readiness
Real curated inputs: official Statistics Canada provincial GDP, Business Counts, Census dwellings, Census income and geography snapshots. Community figures are modeled allocations, not official measurements; refresh by regenerating the GDP-engine source tables.
Weakest record tier
Tier C
Freshness
Fresh
Validation
passed
Source kind
modeled
Cadence
Refresh when Statistics Canada benchmark, Business Counts, Census or geography inputs are regenerated.
The public profile joins registered CMHC rent observations to registered Statistics Canada MBM components; uncovered fields remain null. Source IDs: statcan-cpi-18100004, statcan-mbm-11100066, statcan-mbm-11100104, statcan-rents-34100133, statcan-vacancy-34100130, statcan-vacancy-34100131, statcan-vacancy-34100132.
Serving readiness
Public-source-only profile: surveyed rents and vacancy rates are joined to published MBM household components. Communities or fields without published evidence remain absent or null.
Upstream: Reviewed public housing-market publications
plannedCurated real dataOperational
Registry alignment · partial
No listing mirror is served. Historical public housing evidence is governed separately, and current market records require a reviewed public publication.
Serving readiness
Public-source-only mode is active. No synthetic prices, listings or velocity figures are served; dated Census housing values remain available through housing evidence.
Weakest record tier
Tier A
Freshness
Not applicable
Validation
passed
Source kind
statistics-canada
Cadence
On reviewed public release.
Promotion
Reviewed before publication
Licence
Statistics Canada Open Licence for the separate historical evidence layer.
Actionability
non-actionable
0 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.