Transparency

Where this data comes from

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.

Complete registry:Sources JSON Providers JSON Markdown

One source hierarchy

Upstream datasets → runtime providers → served evidence

Registered64Upstream datasets

Approved58For defined uses

Runtime21Providers

Published19Serving evidence

Preview / empty0 / 2Serving preview / no records

Source register schema 2.0 · reviewed 2026-08-04. Dataset counts describe upstream publications; provider counts describe runtime delivery contracts.

Cross-linked entity graph

Every entity carries its onward references

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.

Source registry · schema 2.0

Publisher → dataset → release → provider → evidence

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

statcan-unemployment-rate-14100287
Labour force characteristics by province, monthly, seasonally adjusted
Statistics Canada · 14-10-0287-01
approvedmaterialized
Access
automated-public-download
Cadence
Monthly
Providers
economy
Releases
1
Governance and lineage
Approved use: Materialize the Saskatchewan monthly seasonally-adjusted unemployment-rate estimate.
Excluded: Do not interpret a survey rate as a count of registered unemployed people or a municipality-specific rate.
Coverage: Canada and provinces
Licence: Statistics Canada Open Licence
sk-dashboard-economic-indicators-current.json · scheduled · checksum + validation
Publisher dataset
statcan-employment-14100017
Labour force characteristics by sex and age group, monthly, unadjusted for seasonality
Statistics Canada · 14-10-0017-01
approvedmaterialized
Access
automated-public-download
Cadence
Monthly
Providers
economy
Releases
1
Governance and lineage
Approved use: Materialize Saskatchewan monthly seasonally-unadjusted total, full-time and part-time employment estimates.
Excluded: Do not present survey estimates as payroll records, job postings or seasonally adjusted employment.
Coverage: Canada and provinces
Licence: Statistics Canada Open Licence
sk-dashboard-economic-indicators-current.json · scheduled · checksum + validation
Publisher dataset
statcan-manufacturing-sales-16100048
Manufacturing sales by industry and province
Statistics Canada · 16-10-0048-01
approvedmaterialized
Access
automated-public-download
Cadence
Monthly
Providers
economy
Releases
1
Governance and lineage
Approved use: Materialize Saskatchewan monthly seasonally-unadjusted manufacturing sales by published industry aggregate.
Excluded: Do not infer firm-level sales, profitability or seasonally adjusted momentum.
Coverage: Canada and provinces
Licence: Statistics Canada Open Licence
sk-dashboard-economic-indicators-current.json · scheduled · checksum + validation
Publisher dataset
pspc-unspsc-gsin-mapping
Mapping of Goods and Services Identification Number to United Nations Standard Products and Services Code
Public Services and Procurement Canada · 588eab5b-7b16-4a26-b996-23b955965ffa
approvedmaterialized
Access
automated-public-download
Cadence
As published
Providers
Not served
Releases
1
Governance and lineage
Approved use: Provide the canonical product and service vocabulary businesses describe their capabilities and purchasing needs in, and that procurement notices are classified against.
Excluded: Do not present a code as evidence that anything was bought, supplied, or tendered under it. This is the GSIN-mapped subset of UNSPSC, not the complete catalogue.
Coverage: Canada
Licence: Open Government Licence – Canada
pspc-unspsc-vocabulary.json · scheduled · checksum + validation
Publisher dataset
statcan-mbm-11100066
Market Basket Measure thresholds by component and region
Statistics Canada · 11-10-0066-01
approvedmaterialized
Access
automated-public-download
Cadence
Annual
Providers
cost-baskets, cost-of-living
Releases
1
Governance and lineage
Approved use: Materialize Saskatchewan MBM-region basket components and documented community-region mappings.
Excluded: Do not claim municipality-level price measurement where only an MBM-region value exists.
Coverage: Canada by MBM region
Licence: Statistics Canada Open Licence
statcan-11100066-11100104-mbm-sk-2025.json · scheduled · checksum + validation
Publisher dataset
statcan-mbm-11100104
Market Basket Measure thresholds by economic family size
Statistics Canada · 11-10-0104-01
approvedmaterialized
Access
automated-public-download
Cadence
Annual
Providers
cost-baskets, cost-of-living
Releases
1
Governance and lineage
Approved use: Materialize Saskatchewan MBM-region thresholds for economic family sizes one through ten.
Excluded: Do not claim municipality-level measurement or infer unpublished household compositions.
Coverage: Canada by MBM region
Licence: Statistics Canada Open Licence
statcan-11100066-11100104-mbm-sk-2025.json · scheduled · checksum + validation
Publisher dataset
statcan-noc-cip-98100403
Occupation by major field of study (detailed, 4-digit): Canada
Statistics Canada · 98-10-0403-01
approvedmaterialized
Access
automated-public-download
Cadence
Census
Providers
training-pathways
Releases
1
Governance and lineage
Approved use: Derive transparent empirical NOC 2021 to CIP 2021 field-of-study distributions for analytical pathway discovery.
Excluded: Do not represent empirical worker distributions as admission, certification, licensing or job eligibility rules.
Coverage: Canada
Licence: Statistics Canada Open Licence
statcan-98100403-noc-cip-oex-2021.json · scheduled · checksum + validation
Publisher dataset
oasis-2025
Occupational and Skills Information System (OaSIS) – 2025 Version 1.0
Employment and Social Development Canada · 10ce43bd-fb58-4969-806b-4bffebc87bec
approvedmaterialized
Access
automated-public-download
Cadence
Annual or corrected release
Providers
occupational-profiles, training-pathways
Releases
2
Governance and lineage
Approved use: Normalize occupational skills, abilities, knowledge, activities, context, duties, titles, and requirements by NOC 2021.
Excluded: Do not present national occupational metadata as Saskatchewan demand or an available job.
Coverage: Canada
Licence: Open Government Licence – Canada
oasis-2025-oex-occupations.json · scheduled · checksum + validation
training-pathways-oex-2025.json · scheduled · checksum + validation
Publisher dataset
statcan-census-population-dwellings-98100002
Population and dwelling counts: Canada and census subdivisions
Statistics Canada · 98-10-0002-01
approvedmaterialized
Access
reviewed-manual-access
Cadence
Census
Providers
economy, geography
Releases
1
Governance and lineage
Approved use: Materialize 2021 Saskatchewan CSD population, dwelling and land-area attributes with published suppression preserved.
Excluded: Do not replace suppressed values with zero or present Census counts as current population estimates.
Coverage: Canada, provinces, census divisions and census subdivisions
Licence: Statistics Canada Open Licence
packages/gdp-engine/src/registry/generated/sk-communities.ts · scheduled · validation
Publisher dataset
statcan-psis-enrolments-37100277
Postsecondary enrolments by field, institution, program, and student characteristics
Statistics Canada · 37-10-0277-01
approvedmaterialized
Access
automated-public-download
Cadence
Annual
Providers
education-pipeline
Releases
1
Governance and lineage
Approved use: Materialize Saskatchewan enrolment counts by institution and CIP as education-pipeline observations.
Excluded: Do not interpret enrolments as open seats, current intakes, or completion capacity.
Coverage: Canada, provinces, territories and institutions
Licence: Statistics Canada Open Licence
statcan-education-pipeline-sk-2024.json · scheduled · checksum + validation
Publisher dataset
statcan-psis-graduates-37100276
Postsecondary graduates by detailed field of study and ISCED
Statistics Canada · 37-10-0276-01
approvedmaterialized
Access
automated-public-download
Cadence
Annual
Providers
education-pipeline
Releases
1
Governance and lineage
Approved use: Materialize Saskatchewan graduate counts by CIP 2021 field as education-pipeline observations.
Excluded: Do not interpret aggregate graduates as contactable candidates or current local labour supply.
Coverage: Canada, provinces and territories
Licence: Statistics Canada Open Licence
statcan-education-pipeline-sk-2024.json · scheduled · checksum + validation
Publisher dataset
prince-albert-chamber-member-directory
Prince Albert & District Chamber of Commerce Business Directory
Prince Albert & District Chamber of Commerce · prince-albert-chamber-member-directory
pendinggovernance-gated
Access
source-link-only
Cadence
Permission-gated; review after chamber authorization
Providers
Not served
Releases
0
Governance and lineage
Approved use: Retain the direct source link and pursue written permission for normalized member-directory facts.
Excluded: Do not scrape, bulk ingest, redistribute or describe chamber membership as a complete municipal business register until written reuse terms and coverage metadata are established.
Coverage: Prince Albert & District chamber members only
Licence: Permission for bulk reuse and redistribution not established
Publisher dataset

Runtime provider contracts

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.
Reference period
OaSIS 2025 Version 1.0
Dataset ID
10ce43bd-fb58-4969-806b-4bffebc87bec
Normalization
oasis-2025-v1
Latest source run · succeeded
Read 10,514 · stored 10,514 · skipped 0 · issues 0
10,514 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.

Where this data comes from

Upstream datasets → runtime providers → served evidence

Every entity carries its onward references

Publisher → dataset → release → provider → evidence

Governed upstream sources

Labour force characteristics by province, monthly, seasonally adjusted

Labour force characteristics by sex and age group, monthly, unadjusted for seasonality

Manufacturing sales by industry and province

Mapping of Goods and Services Identification Number to United Nations Standard Products and Services Code

Market Basket Measure thresholds by component and region

Market Basket Measure thresholds by economic family size

Occupation by major field of study (detailed, 4-digit): Canada

Occupational and Skills Information System (OaSIS) – 2025 Version 1.0

Population and dwelling counts: Canada and census subdivisions

Postsecondary enrolments by field, institution, program, and student characteristics

Postsecondary graduates by detailed field of study and ISCED

Prince Albert & District Chamber of Commerce Business Directory

Runtime provider contracts

Some runtime providers are empty

Market Basket Measure costs

Municipal business licences

Municipal economics protocol

National occupational projection context

Occupational skills and requirements

Provider modes