Local run directory: /home/synthestat/output/runs/MT/mt_population_review_cycle1_8f28c2dd_seed420987
This static page mirrors the run diagnostics/messages so they are clickable from the QA dashboard.
Output status
People
Households
Dwellings
Houses/buildings
Max marginal deviation
HARD status
Validation rows
8
8
8
3
0.00%
pass_exact
74
Run files
File
Bytes
Kind
assignment_diagnostics.json
814
file
build_manifest.json
7,480
file
constraint_residuals.json
5,016
file
distribution_diagnostics.json
21,681
file
dwelling_building_diagnostics.json
2,854
file
geography_quality_tiers.json
14,728
file
hidden_population_overlays.unavailable.json
3,131
file
household_diagnostics.json
4,495
file
model_notes.md
4,275
file
source_provenance.json
71,627
file
synthetic_building_assignments.parquet
3,758
file
synthetic_dwellings.parquet
2,598
file
synthetic_households.parquet
2,900
file
synthetic_persons.parquet
5,600
file
unavailable.json
1,822
file
uncertainty_summary.json
17,224
file
work_school_assignments.unavailable.json
887
file
Datasets and distributions
Lists come from the latest run bundle: source_provenance.json, distribution_diagnostics.json, and build_manifest.json.
Summary
Datasets used
8
Distributions available
38
Constraints/distributions used in synthesis
43
Constraint types
FIRM: 7, GUIDE: 18, HARD: 2, SOFT: 11
Dataset variants
comparable_country: 11, current: 1, robust: 26
Finest-geography status
constrained: 27, modelled: 11
Source gaps
No live National Statistics Office Malta retrieval adapter is implemented yet for MT Task 01.
Open building geometry and registry-like context still require dwelling inference; no live Planning Authority Malta dwelling integration exists in this repo.
Current Malta implementation is seeded and documentation-first, not a production national extraction path.
Constraints/distributions used in synthesis manifest
Constraint or distribution ID
CORR_OCC_EMPLOYMENT
D01
D12
EMPLOYMENT_CODE_LINK
FIRM
GUIDE
HARD
HARMONIZATION
HH_CHILD_ADULT
HH_COUPLE_TWO_ADULTS
HH_SINGLE_SIZE_ONE
HH_SIZE_PLAUSIBLE
HMN_AGE_RANGE
HMN_BIRTH_DATE
HMN_BUILDING_SCHEMA
HMN_DWELLING_BUILDING_REF
HMN_DWELLING_SCHEMA
HMN_EDUCATION
HMN_EDUCATION_AGE
HMN_EDUCATION_GROUP
HMN_EMPLOYMENT
HMN_HOUSEHOLD_DWELLING_REF
HMN_HOUSEHOLD_SCHEMA
HMN_HOUSEHOLD_TYPE
HMN_INDUSTRY
HMN_MARITAL
HMN_OCCUPATION
HMN_ORIGIN
HMN_PERSON_HOUSEHOLD_REF
HMN_PERSON_SCHEMA
HMN_RETIRED_AGE
HMN_SEX
INFORMATIONAL
MODEL_FALLBACK_RATE
MODEL_REGISTRY_PROFILE
SPATIAL
SPT_BUILDING_COORDS
SPT_DWELLING_BUILDING_REF
SPT_DWELLING_HOUSEHOLD_REF
SPT_HH_DWELLING_REF
SPT_PERSON_HOUSEHOLD_REF
STRUCTURAL
XCN_COMPARABILITY
model_notes.md
# MT population review bundle — cycle 1
Run ID: `mt_population_review_cycle1_8f28c2dd_seed420987`
Bundle path: `/home/synthestat/output/runs/MT/mt_population_review_cycle1_8f28c2dd_seed420987`
Created at: 2026-05-19T16:55:24Z
Release mode: internal research review.
## What this bundle is
This is the best current MT review bundle that can be produced from the existing Synthestat source/code layer without fabricating precision. It packages the seeded Malta population slice: 8 synthetic persons in 8 households, linked to 8 inferred/seeded dwellings and 3 Planning Authority-style seeded buildings across 2 locality-style seeded test zones (LOC_MT_TEST_001, LOC_MT_TEST_002).
## HARD residual status
HARD constraints: PASS exact; no HARD residual rows failed.
Validation summary: {'pass': 68, 'warn': 4, 'skip': 2} across 74 rows. Warning rows are preserved in `constraint_residuals.json`; no constraint relaxation was performed for this review bundle.
## Measured/constrained/modelled/unknown separation
- Measured/constrained: seeded D01/D05/D12-style demographic/education/household constraints in the existing MT registry/validation artifacts, exactly as listed in provenance and diagnostics.
- Modelled/transfer: correlational, fine occupation/industry, income, migration, fertility, health, and comparable-country GUIDE/SOFT priors; uncertainty records are listed in `uncertainty_summary.json` and `source_provenance.json`.
- Unknown/unavailable: hidden-population overlays, work/school/facility assignments, live national building-register linkage, and nationwide locality coverage.
## Uncertainty and unavailable layers
Uncertainty/provenance are first-class outputs. Registry/modelled/transfer inputs are listed in `distribution_diagnostics.json`, `uncertainty_summary.json`, and `source_provenance.json`. Hidden populations are explicitly unavailable because the current MT path lacks separate uncertainty-aware small-area sources. Work/school/facility assignments are also unavailable; the bundle does not infer them from weak evidence.
## Remediations applied after cycle-1 reviewer feedback
- Dwelling-household references: `synthetic_dwellings.parquet` is remediated so every occupied/observed dwelling carries the household_id already present in `synthetic_households.parquet` and `synthetic_building_assignments.parquet`. Details are in `dwelling_building_diagnostics.json` under `dwelling_household_ref_remediations`.
- HH_SINGLE_Y/M/E semantics: these labels are age-coded in this seeded path. The canonical codebook is emitted in `household_diagnostics.json`, and representative seeded birth dates are now generated for young/middle/elderly single-person households.
- Provenance metadata: `source_provenance.json` now emits explicit per-source and per-registry source URL/data_uri status, retrieval timestamp status, licence/license status, reference period, and source-universe fields. Missing live/manual metadata are marked explicitly rather than silently omitted.
- Seeded degeneracy: `distribution_diagnostics.json` and `household_diagnostics.json` mark repeated/generated person attributes as toy seeded limitations, not evidence of distribution realism.
## Quality caveats for reviewer
- Scope is seeded/internal, not nationwide Malta 1:1 synthesis.
- Current finest supported geography is seeded locality-style test zones, not all Maltese localities.
- Building/dwelling realism is a Planning Authority-style seeded fixture plus dwelling inference, not live national building-register assignment.
- Occupation/industry at fine geography are modelled; ISCO-3 is unavailable and flagged as `fallback_1digit`.
- Repeated socioeconomic attributes in the tiny seeded slice are toy fixture/model limitations and must not be treated as measured uniformity or production realism.
- No live National Statistics Office Malta retrieval adapter is implemented; current bundle relies on existing seeded/manual catalogue artifacts.
## Expected routing
The bundle is contract-complete for synth-reviewer inspection. Because scope is intentionally seeded and several layers are unavailable, likely routing should be either EVIDENCE_EXHAUSTED_HUMAN_REVIEW or MODEL_IMPROVEMENT_EXHAUSTED_HUMAN_REVIEW unless reviewer finds a contract violation.
build_manifest.json
{
"assignment_scope": {
"dwelling_building": "available_seeded",
"facility": "unavailable",
"school": "unavailable",
"work": "unavailable"
},
"classification_crosswalk_versions": {
"education": "ISCED-2011 seeded mapping",
"industry": "NACE Rev.2 seeded/modelled mapping",
"occupation": "ISCO-08 seeded/modelled fallback to 1 digit"
},
"constraints_relaxed": [],
"constraints_used": [
"CORR_OCC_EMPLOYMENT",
"D01",
"D12",
"EMPLOYMENT_CODE_LINK",
"FIRM",
"GUIDE",
"HARD",
"HARMONIZATION",
"HH_CHILD_ADULT",
"HH_COUPLE_TWO_ADULTS",
"HH_SINGLE_SIZE_ONE",
"HH_SIZE_PLAUSIBLE",
"HMN_AGE_RANGE",
"HMN_BIRTH_DATE",
"HMN_BUILDING_SCHEMA",
"HMN_DWELLING_BUILDING_REF",
"HMN_DWELLING_SCHEMA",
"HMN_EDUCATION",
"HMN_EDUCATION_AGE",
"HMN_EDUCATION_GROUP",
"HMN_EMPLOYMENT",
"HMN_HOUSEHOLD_DWELLING_REF",
"HMN_HOUSEHOLD_SCHEMA",
"HMN_HOUSEHOLD_TYPE",
"HMN_INDUSTRY",
"HMN_MARITAL",
"HMN_OCCUPATION",
"HMN_ORIGIN",
"HMN_PERSON_HOUSEHOLD_REF",
"HMN_PERSON_SCHEMA",
"HMN_RETIRED_AGE",
"HMN_SEX",
"INFORMATIONAL",
"MODEL_FALLBACK_RATE",
"MODEL_REGISTRY_PROFILE",
"SPATIAL",
"SPT_BUILDING_COORDS",
"SPT_DWELLING_BUILDING_REF",
"SPT_DWELLING_HOUSEHOLD_REF",
"SPT_HH_DWELLING_REF",
"SPT_PERSON_HOUSEHOLD_REF",
"STRUCTURAL",
"XCN_COMPARABILITY"
],
"contract_files": [
"synthetic_persons.parquet",
"synthetic_households.parquet",
"synthetic_dwellings.parquet",
"synthetic_building_assignments.parquet",
"hidden_population_overlays.unavailable.json",
"work_school_assignments.unavailable.json",
"build_manifest.json",
"constraint_residuals.json",
"distribution_diagnostics.json",
"household_diagnostics.json",
"dwelling_building_diagnostics.json",
"assignment_diagnostics.json",
"geography_quality_tiers.json",
"uncertainty_summary.json",
"source_provenance.json",
"model_notes.md",
"unavailable.json"
],
"country": "MT",
"created_at": "2026-05-19T16:55:24Z",
"geography_version": {
"seeded_test_zones": [
"LOC_MT_TEST_001",
"LOC_MT_TEST_002"
],
"target": "MT_LOCALITY_SEEDED_REVIEW"
},
"git_commit": "a5ad12d74bcf64a2c256e1fe83d99cc700e02bba-dirty",
"git_dirty": true,
"hard_constraint_status": "pass_exact",
"hidden_population_scope": {
"homelessness": {
"reason": "No MT small-area measured homelessness distribution with uncertainty bounds is integrated in the current source layer.",
"status": "unavailable"
},
"institutional_populations": {
"reason": "No MT institution/group-quarter person layer is integrated in the current seeded path.",
"status": "unavailable"
},
"refugees_asylum_seekers": {
"reason": "No integrated MT age/sex/household/locality distribution with uncertainty bounds is available in current inputs.",
"status": "unavailable"
},
"students": {
"reason": "Education is a synthetic/modelled person attribute only; no separate student-location/school/institution overlay is integrated.",
"status": "unavailable_overlay"
},
"syrian_refugees": {
"reason": "No MT-specific small-area measured source with bounds integrated; model-only synthesis would be invalid without uncertainty.",
"status": "unavailable"
},
"ukrainian_displaced_people": {
"reason": "Policy-relevant group, but no separate uncertainty-aware small-area overlay source is wired into the MT seeded path.",
"status": "unavailable"
},
"undocumented_seasonal_populations": {
"reason": "No measured MT distribution with uncertainty bounds in current repository inputs.",
"status": "unavailable"
}
},
"hierarchical_model_report": {
"country": "MT",
"evidence_depth": "well_constrained",
"inputs": {
"manifest_summary_path": "output/MT/manifest_summary.json",
"registry_assembly_report_path": "output/MT/registry_assembly_report.json"
},
"model_path": "output/MT/hierarchical_model.json",
"quality_tier": "A",
"readiness_status": "pass",
"zone_prediction_count": 2,
"zone_predictions_path": "output/MT/zone_predictions_registry.json"
},
"known_limitations": [
"Small seeded MT review slice only: 2 locality-style test zones, 8 persons/households; not nationwide 1:1 Malta synthesis.",
"No live National Statistics Office Malta retrieval adapter is implemented; no silent promotion to production evidence.",
"Buildings are Planning Authority-style seeded fixtures; dwellings may be inferred and are not full national register integration.",
"Hidden populations and work/school assignments unavailable rather than modelled without bounds.",
"Fine occupation detail is model-driven/fallback; ISCO-3 unavailable and flagged as fallback_1digit."
],
"population_counts": {
"buildings": 3,
"dwellings": 8,
"households": 8,
"persons": 8
},
"population_synthesis_report": {
"completed_zone_count": 2,
"completed_zones": [
"LOC_MT_TEST_001",
"LOC_MT_TEST_002"
],
"consistency": {
"matches_completed_manifest_zones": true,
"prediction_zone_codes": [
"LOC_MT_TEST_001",
"LOC_MT_TEST_002"
]
},
"country": "MT",
"hierarchical_model_path": "output/MT/hierarchical_model.json",
"household_count": 8,
"notes": [
"Seeded MT Task 05 slice assembled from completed seeded zone outputs.",
"This is a small seeded Malta synthesis slice, not broad national synthesis."
],
"person_count": 8,
"source_manifest_summary_path": "output/MT/manifest_summary.json",
"zone_household_counts": {
"LOC_MT_TEST_001": 5,
"LOC_MT_TEST_002": 3
},
"zone_person_counts": {
"LOC_MT_TEST_001": 5,
"LOC_MT_TEST_002": 3
},
"zone_prediction_count": 2,
"zone_predictions_path": "output/MT/zone_predictions_registry.json"
},
"project_root": "/home/synthestat",
"random_seed": 420987,
"release_mode": "internal_research_review",
"run_id": "mt_population_review_cycle1_8f28c2dd_seed420987",
"source_catalogue_version": {
"readiness_status": "pass",
"registry": "output/catalogue/distribution_registry_MT.json",
"source_inventory_report": "output/MT/source_inventory_report.json"
},
"validation_slice_report": {
"completed_zone_count": 2,
"completed_zones": [
"LOC_MT_TEST_001",
"LOC_MT_TEST_002"
],
"country": "MT",
"degraded_zone_count": 0,
"manifest_summary_path": "output/MT/manifest_summary.json",
"notes": [
"Aggregated root validation from completed seeded MT zone outputs through INFRA-05.",
"This seeded validation slice passes for INFRA-05 scope only and is not full-country Malta validation."
],
"population_synthesis_report_path": "output/MT/population_synthesis_report.json",
"seeded_scope_completion": "through_INFRA-05",
"synthesis_log_path": "output/MT/synthesis_log.yaml",
"validation_framework_status": "pass_for_seeded_slice",
"validation_report_html_path": "output/MT/validation_report.html",
"validation_report_parquet_path": "output/MT/validation_report.parquet",
"validation_row_count": 74,
"validation_rows_by_zone": {
"LOC_MT_TEST_001": 37,
"LOC_MT_TEST_002": 37
}
},
"zones_degraded": []
}
{
"best_distribution_sources": {
"D01_demographics_finest": "MT_NATIONAL_population",
"D05_education": "MT_NATIONAL_education",
"D12_household_type": "MT_NATIONAL_households",
"building_stock": "MT_PLANNING_seeded_buildings",
"employment_occupation_industry": "MT_NATIONAL_employment",
"geography_boundaries": "MT_PLANNING_boundaries",
"income": "MT_NATIONAL_income"
},
"catalogue_sources": {
"coverage": "output/catalogue/distribution_coverage_MT.json",
"readiness": "output/catalogue/distribution_readiness_MT.json",
"registry": "output/catalogue/distribution_registry_MT.json"
},
"country": "MT",
"created_at": "2026-05-19T16:55:24Z",
"geography_levels": [
"NUTS-2",
"NUTS-3",
"commune",
"national",
"unknown"
],
"live_download": {
"enabled": false,
"path": null,
"summary": "No live MT national download artifact is available; seeded/manual sources are used."
},
"live_probe": {
"enabled": false,
"path": null,
"summary": "No live National Statistics Office Malta retrieval adapter is implemented in the current MT path."
},
"manual_sources": [
"MT_NATIONAL_population",
"MT_NATIONAL_households",
"MT_NATIONAL_education",
"MT_NATIONAL_employment",
"MT_NATIONAL_income",
"MT_PLANNING_boundaries",
"MT_PLANNING_seeded_buildings",
"MT_PLANNING_address_context"
],
"provenance_completeness_note": "Registry/source rows include source_url/data_uri status, retrieval timestamp status, licence/license status, reference period, and source universe. Unavailable manual/seeded fields are explicit because MT live retrieval is not integrated.",
"quality_flags": {
"readiness_status": "pass",
"source_gaps": [
"No live National Statistics Office Malta retrieval adapter is implemented yet for MT Task 01.",
"Open building geometry and registry-like context still require dwelling inference; no live Planning Authority Malta dwelling integration exists in this repo.",
"Current Malta implementation is seeded and documentation-first, not a production national extraction path."
],
"warning_issues": []
},
"reference_periods": "Per-entry reference_period fields are included where present; seeded/manual entries explicitly mark unavailable status instead of silently omitting period metadata.",
"registry_entries": [
{
"bundle_packaged_at": "2026-05-19T16:55:24Z",
"catalogue_id": "literature:fr-c01_education_occupation_coupling__transfer_from_fr",
"confidence": 0.595,
"constraint_type": "GUIDE",
"country": "MT",
"data_uri": "data/literature/seeded_occupation_priors.yaml",
"data_uri_status": "local_or_seeded_path",
"dataset_variant": "comparable_country",
"evidence_quality": "academic_literature",
"finest_geography_status": "modelled",
"geo_level": "national",
"geo_version": "FR_COM_CURRENT",
"licence": null,
"licence_status": "not_available_in_seeded_registry",
"license": null,
"pooling_level": "comparable_country",
"priority_weight": "low",
"reference_period": "not_available_in_seeded_registry",
"region_id": null,
"retrieval_timestamp": null,
"retrieval_timestamp_status": "not_available_in_seeded_registry; bundle_packaged_at records packaging time, not live retrieval",
"schema_hash": "37dd178fbfc096717d310f69212adab59f44c786ab0a7ba3a619cd14a1ad25a8",
"source_universe": "not_available_in_seeded_registry; seeded/modelled/comparable-country registry entry",
"source_url": null,
"source_url_status": "not_available_in_seeded_registry; data_uri/local/manual status governs this review bundle",
"spec_id": "C01_education_occupation_coupling",
"spec_label": "Education-occupation coupling strength",
"uncertainty": {
"bounds_uri": null,
"credible_level": 0.9,
"mean_cell_cv": 0.202,
"method": "literature_regression"
}
},
{
"bundle_packaged_at": "2026-05-19T16:55:24Z",
"catalogue_id": "literature:fr-c02_assortative_mating_education__transfer_from_fr",
"confidence": 0.605,
"constraint_type": "GUIDE",
"country": "MT",
"data_uri": "data/literature/seeded_occupation_priors.yaml",
"data_uri_status": "local_or_seeded_path",
"dataset_variant": "comparable_country",
"evidence_quality": "academic_literature",
"finest_geography_status": "modelled",
"geo_level": "commune",
"geo_version": "FR_COM_CURRENT",
"licence": null,
"licence_status": "not_available_in_seeded_registry",
"license": null,
"pooling_level": "comparable_country",
"priority_weight": "low",
"reference_period": "not_available_in_seeded_registry",
"region_id": null,
"retrieval_timestamp": null,
"retrieval_timestamp_status": "not_available_in_seeded_registry; bundle_packaged_at records packaging time, not live retrieval",
"schema_hash": "eaee1a327700e2d610d66250874c4a02384c91acf0978dc0da7068f160c72ccb",
"source_universe": "not_available_in_seeded_registry; seeded/modelled/comparable-country registry entry",
"source_url": null,
"source_url_status": "not_available_in_seeded_registry; data_uri/local/manual status governs this review bundle",
"spec_id": "C02_assortative_mating_education",
"spec_label": "Assortative mating by education",
"uncertainty": {
"bounds_uri": null,
"credible_level": 0.9,
"mean_cell_cv": 0.193,
"method": "literature_transition"
}
},
{
"bundle_packaged_at": "2026-05-19T16:55:24Z",
"catalogue_id": "literature:fr-c03_assortative_mating_age__transfer_from_fr",
"confidence": 0.675,
"constraint_type": "GUIDE",
"country": "MT",
"data_uri": "data/literature/seeded_occupation_priors.yaml",
"data_uri_status": "local_or_seeded_path",
"dataset_variant": "comparable_country",
"evidence_quality": "academic_literature",
"finest_geography_status": "modelled",
"geo_level": "commune",
"geo_version": "FR_COM_CURRENT",
"licence": null,
"licence_status": "not_available_in_seeded_registry",
"license": null,
"pooling_level": "comparable_country",
"priority_weight": "low",
"reference_period": "not_available_in_seeded_registry",
"region_id": null,
"retrieval_timestamp": null,
"retrieval_timestamp_status": "not_available_in_seeded_registry; bundle_packaged_at records packaging time, not live retrieval",
"schema_hash": "3eb83fc2d668330c0741a9ecbc79396899723ab82c36e6ea65145422ab21298e",
"source_universe": "not_available_in_seeded_registry; seeded/modelled/comparable-country registry entry",
"source_url": null,
"source_url_status": "not_available_in_seeded_registry; data_uri/local/manual status governs this review bundle",
"spec_id": "C03_assortative_mating_age",
"spec_label": "Assortative mating by age",
"uncertainty": {
"bounds_uri": null,
"credible_level": 0.9,
"mean_cell_cv": 0.142,
"method": "literature_transition"
}
},
{
"bundle_packaged_at": "2026-05-19T16:55:24Z",
"catalogue_id": "literature:fr-c04_assortative_mating_origin__transfer_from_fr",
"confidence": 0.615,
"constraint_type": "GUIDE",
"country": "MT",
"data_uri": "data/literature/seeded_occupation_priors.yaml",
"data_uri_status": "local_or_seeded_path",
"dataset_variant": "comparable_country",
"evidence_quality": "academic_literature",
"finest_geography_status": "modelled",
"geo_level": "commune",
"geo_version": "FR_COM_CURRENT",
"licence": null,
"licence_status": "not_available_in_seeded_registry",
"license": null,
"pooling_level": "comparable_country",
"priority_weight": "low",
"reference_period": "not_available_in_seeded_registry",
"region_id": null,
"retrieval_timestamp": null,
"retrieval_timestamp_status": "not_available_in_seeded_registry; bundle_packaged_at records packaging time, not live retrieval",
"schema_hash": "28af2b98be831deada16d0cb59fff8c508690bec693dba1d2ada30ed79847f7c",
"source_universe": "not_available_in_seeded_registry; seeded/modelled/comparable-country registry entry",
"source_url": null,
"source_url_status": "not_available_in_seeded_registry; data_uri/local/manual status governs this review bundle",
"spec_id": "C04_assortative_mating_origin",
"spec_label": "Assortative mating by origin",
"uncertainty": {
"bounds_uri": null,
"credible_level": 0.9,
"mean_cell_cv": 0.193,
"method": "literature_transition"
}
},
{
"bundle_packaged_at": "2026-05-19T16:55:24Z",
"catalogue_id": "literature:fr-c05_spatial_sorting_education__transfer_from_fr",
"confidence": 0.695,
"constraint_type": "GUIDE",
"country": "MT",
"data_uri": "data/literature/seeded_occupation_priors.yaml",
"data_uri_status": "local_or_seeded_path",
"dataset_variant": "comparable_country",
"evidence_quality": "academic_literature",
"finest_geography_status": "modelled",
"geo_level": "national",
"geo_version": "FR_COM_CURRENT",
"licence": null,
"licence_status": "not_available_in_seeded_registry",
"license": null,
"pooling_level": "comparable_country",
"priority_weight": "low",
"reference_period": "not_available_in_seeded_registry",
"region_id": null,
"retrieval_timestamp": null,
"retrieval_timestamp_status": "not_available_in_seeded_registry; bundle_packaged_at records packaging time, not live retrieval",
"schema_hash": "81919503e223cee02fbe214f9f58eee6beea943d8f4c47532dfb1f637823c718",
"source_universe": "not_available_in_seeded_registry; seeded/modelled/comparable-country registry entry",
"source_url": null,
"source_url_status": "not_available_in_seeded_registry; data_uri/local/manual status governs this review bundle",
"spec_id": "C05_spatial_sorting_education",
"spec_label": "Spatial sorting by education",
"uncertainty": {
"bounds_uri": null,
"credible_level": 0.9,
"mean_cell_cv": 0.133,
"method": "literature_prior"
}
},
{
"bundle_packaged_at": "2026-05-19T16:55:24Z",
"catalogue_id": "literature:fr-c06_spatial_sorting_income__transfer_from_fr",
"confidence": 0.695,
"constraint_type": "GUIDE",
"country": "MT",
"data_uri": "data/literature/seeded_occupation_priors.yaml",
"data_uri_status": "local_or_seeded_path",
"dataset_variant": "comparable_country",
"evidence_quality": "academic_literature",
"finest_geography_status": "modelled",
"geo_level": "national",
"geo_version": "FR_COM_CURRENT",
"licence": null,
"licence_status": "not_available_in_seeded_registry",
"license": null,
"pooling_level": "comparable_country",
"priority_weight": "low",
"reference_period": "not_available_in_seeded_registry",
"region_id": null,
"retrieval_timestamp": null,
"retrieval_timestamp_status": "not_available_in_seeded_registry; bundle_packaged_at records packaging time, not live retrieval",
"schema_hash": "67a18b48874fd2b61c8c75faae79efcac77b098d9bf8731158987b9606f47fa8",
"source_universe": "not_available_in_seeded_registry; seeded/modelled/comparable-country registry entry",
"source_url": null,
"source_url_status": "not_available_in_seeded_registry; data_uri/local/manual status governs this review bundle",
"spec_id": "C06_spatial_sorting_income",
"spec_label": "Spatial sorting by income",
"uncertainty": {
"bounds_uri": null,
"credible_level": 0.9,
… truncated after 12,000 characters …
unavailable.json
{
"categories": {
"homelessness": {
"reason": "No MT small-area measured homelessness distribution with uncertainty bounds is integrated in the current source layer.",
"status": "unavailable"
},
"institutional_populations": {
"reason": "No MT institution/group-quarter person layer is integrated in the current seeded path.",
"status": "unavailable"
},
"refugees_asylum_seekers": {
"reason": "No integrated MT age/sex/household/locality distribution with uncertainty bounds is available in current inputs.",
"status": "unavailable"
},
"students": {
"reason": "Education is a synthetic/modelled person attribute only; no separate student-location/school/institution overlay is integrated.",
"status": "unavailable_overlay"
},
"syrian_refugees": {
"reason": "No MT-specific small-area measured source with bounds integrated; model-only synthesis would be invalid without uncertainty.",
"status": "unavailable"
},
"ukrainian_displaced_people": {
"reason": "Policy-relevant group, but no separate uncertainty-aware small-area overlay source is wired into the MT seeded path.",
"status": "unavailable"
},
"undocumented_seasonal_populations": {
"reason": "No measured MT distribution with uncertainty bounds in current repository inputs.",
"status": "unavailable"
}
},
"country": "MT",
"created_at": "2026-05-19T16:55:24Z",
"files": {
"hidden_population_overlays.parquet": "hidden_population_overlays.unavailable.json",
"work_school_assignments.parquet": "work_school_assignments.unavailable.json"
},
"principle": "Unavailable/weak layers are explicit and do not alter de jure/core HARD constraints.",
"run_id": "mt_population_review_cycle1_8f28c2dd_seed420987"
}