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.
Market Basket Measure costs
Upstream: Statistics Canada tables 11-10-0066-01 and 11-10-0104-01
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: statcan-mbm-11100066, statcan-mbm-11100104.
Serving readiness
Real 2025 MBM components and published family-size totals are materialized for all five Saskatchewan MBM regions.
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, 3:27:45 p.m.
Actionability
non-actionable
Coverage
Five Saskatchewan MBM regions, components and family sizes 1–10.
Reference period
2025 current dollars, 2023-base MBM
Dataset ID
11-10-0066-01; 11-10-0104-01
Normalization
mbm-cost-baskets-v1
80 records served
Municipal business licences
Upstream: City of Saskatoon — All Commercial and Home Based Businesses as of December 31, 2025
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: city-saskatoon-business-licences-2025, oex-business-participation, oex-field-intake.
Serving readiness
Published from a reviewed City workbook through a checksum-verified offline refresh. The count is the reviewed snapshot size; a deployment that has not run the refresh serves none of it. Saskatoon only; other communities have no reviewed licence workbook. The City publishes once a year and offers no feed, so this source has no scheduled refresh job by design: governance runs through the checked artifact and the named municipal-business-directory review workflow instead. Refresh by regenerating the checked artifact and republishing the graph snapshot.
Weakest record tier
Tier A
Freshness
Fresh
Validation
passed
Source kind
municipal
Cadence
Annual manual review of the City publication.
Promotion
Reviewed before publication
Licence
City of Saskatoon broad licence for published information. Attributed, source-scoped snapshot rows only; home-based addresses, contacts and owner fields are excluded.
Last refresh
2025-12-31, 12:00:00 a.m.
Actionability
non-actionable
13,120 records served
Municipal economics protocol
Upstream: OEX Statistics Canada-backed community GDP engine
derivedCurated real dataOperational
Registry alignment · internal-derived
GeoLayer is a serving/derivation layer; authoritative inputs are registered at their originating sources.
Serving readiness
The synthetic GeoLayer projection is disabled. Community economy pages use governed published inputs and clearly labelled allocation models instead.
Weakest record tier
Tier C
Freshness
Not applicable
Validation
passed
Source kind
statistics-canada
Cadence
With the community GDP evidence artifacts.
Promotion
Reviewed before publication
Licence
Statistics Canada Open Licence.
Actionability
non-actionable
0 records served
National occupational projection context
Upstream: Employment and Social Development Canada COPS 2024–2033
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: cops-2024-2033.
Serving readiness
Published Canada-wide projections are materialized by NOC 2021. They are context only and are never labelled as Saskatchewan forecasts.
Weakest record tier
Tier B
Freshness
Fresh
Validation
passed
Source kind
esdc
Cadence
Biennial, following a COPS projection release.
Promotion
Reviewed before publication
Licence
Open Government Licence – Canada
Last refresh
2026-08-11, 3:25:12 p.m.
Actionability
non-actionable
Coverage
Canada-wide COPS projections by NOC 2021 unit group; not Saskatchewan-specific.
Reference period
COPS 2024–2033
Dataset ID
e80851b8-de68-43bd-a85c-c72e1b3a3890
Normalization
cops-outlook-v1
516 records served
Occupational skills and requirements
Upstream: ESDC Occupational and Skills Information System (OaSIS) 2025
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: oasis-2025.
Serving readiness
Real published occupational metadata is materialized for all 27 OEX catalogue NOCs. It is national reference information, not Saskatchewan demand.
Weakest record tier
Tier B
Freshness
Fresh
Validation
passed
Source kind
esdc
Cadence
Annual or when ESDC publishes a corrected OaSIS release.
Promotion
Reviewed before publication
Licence
Open Government Licence – Canada
Last refresh
2026-08-11, 3:25:11 p.m.
Actionability
non-actionable
Coverage
National OaSIS metadata for 27 OEX catalogue NOC 2021 unit groups.