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cz_population_targeted_priors_7eeb18af_seed420987

Local run directory: /home/synthestat/output/runs/CZ/cz_population_targeted_priors_7eeb18af_seed420987

This static page mirrors the run diagnostics/messages so they are clickable from the QA dashboard.

Output status

PeopleHouseholdsDwellingsHouses/buildingsMax marginal deviationHARD statusValidation rows
10,524,1674,813,103——0.00%pass_exact—

Run files

FileBytesKind
assignment_diagnostics.json719file
build_manifest.json5,287file
constraint_residuals.json3,458file
czso_lkod_obec_controls.parquet160,221file
distribution_diagnostics.json5,289file
dwelling_building_diagnostics.json277file
geography_quality_tiers.json466file
hidden_population_overlays.unavailable.json206file
household_diagnostics.json923file
model_notes.md1,586file
source_provenance.json18,245file
synthetic_building_assignments.unavailable.json277file
synthetic_dwellings.unavailable.json277file
synthetic_households.parquet22,338,478file
synthetic_persons.parquet54,033,406file
unavailable.json1,261file
uncertainty_summary.json812file
work_school_assignments.unavailable.json570file

Datasets and distributions

Lists come from the latest run bundle: source_provenance.json, distribution_diagnostics.json, and build_manifest.json.

Summary

Datasets used0
Distributions available0
Constraints/distributions used in synthesis12
Constraint types—
Dataset variants—
Finest-geography status—

Source gaps

  • No source gaps listed.

Datasets used

Dataset/source ID
None listed yet.

Best source by distribution family

Distribution familyDataset/source ID
None listed yet.

Available distributions / priors in registry

SpecLabelTypeGeoStatusVariantConfidenceData URI
None listed yet.

Constraints/distributions used in synthesis manifest

Constraint or distribution ID
{'actual': 10524167, 'constraint': 'national_person_count', 'precedence': 'HARD', 'source_id': 'sldb2021_vek1_pohlavi', 'status': 'pass_exact', 'target': 10524167}
{'actual': 4813103, 'constraint': 'national_household_count', 'precedence': 'FIRM', 'source_id': 'CZ_CZSO_CENS21_HH_TYPE_SIZE_CSV', 'status': 'pass_exact', 'target': 4813103}
{'constraint': 'household_type_x_size_prior', 'precedence': 'SOFT', 'source_id': 'CZ_CZSO_CENS21_HH_TYPE_SIZE_CSV', 'status': 'integrated_component_prior'}
{'constraint': 'dependent_children_by_household_type_prior', 'precedence': 'SOFT', 'source_id': 'CZ_CZSO_CENS21_HH_TYPE_CHILDREN_CSV', 'status': 'integrated_component_prior'}
{'constraint': 'education_age_munisize_sex_prior', 'precedence': 'SOFT', 'source_id': 'CZ_CZSO_CENS21_EDU_AGE_MUNISIZE_SEX_CSV', 'status': 'integrated_component_prior'}
{'constraint': 'economic_activity_age10_sex_prior', 'precedence': 'SOFT', 'source_id': 'CZ_CZSO_CENS21_ACTIVITY_AGE10_SEX_CSV', 'status': 'integrated_component_prior'}
{'constraint': 'work_status_sex_prior', 'precedence': 'SOFT', 'source_id': 'CZ_CZSO_CENS21_WORK_STATUS_SEX_CSV', 'status': 'integrated_component_prior'}
{'constraint': 'occupation_isco1_sex_prior', 'precedence': 'SOFT', 'source_id': 'CZ_CZSO_CENS21_OCCUPATION_SEX_CSV', 'status': 'integrated_component_prior'}
{'constraint': 'industry_sex_prior', 'precedence': 'SOFT', 'source_id': 'CZ_CZSO_CENS21_INDUSTRY_SEX_CSV', 'status': 'integrated_component_prior'}
{'constraint': 'direct_member_age_relationship_structure', 'precedence': 'GUIDE', 'source_id': None, 'status': 'EVIDENCE_EXHAUSTED_PUBLIC_CZ_DIRECT_MEMBER_AGE_STRUCTURE'}
{'constraint': 'isco2_isco3_fine_joint', 'precedence': 'GUIDE', 'source_id': None, 'status': 'EVIDENCE_EXHAUSTED_PUBLIC_CZ_ISCO2_3_BY_AGE_SEX_EDU_REGION'}
{'constraint': 'full_non_demographic_tensor', 'precedence': 'GUIDE', 'source_id': None, 'status': 'EVIDENCE_EXHAUSTED_PUBLIC_CZ_FULL_EDU_LABOUR_OCC_INDUSTRY_TENSOR'}

model_notes.md

# CZ national population review bundle — targeted household/non-demographic priors

Run ID: `cz_population_targeted_priors_7eeb18af_seed420987`
Bundle path: `/home/synthestat/output/runs/CZ/cz_population_targeted_priors_7eeb18af_seed420987`
Created at: 2026-05-19T18:44:18Z

This bundle preserves the national CZ HARD/FIRM scale from the CZSO/LKOD national runner: 10,524,167 synthetic persons and 4,813,103 households. It replaces the prior unknown-only non-demographic review surface with frozen/catalogued CZSO Census component priors for household type x size, dependent children by household type, education, economic activity, broad occupation/work status, and industry.

## Constraint status
- HARD national persons: pass_exact; target 10,524,167, actual 10,524,167.
- FIRM national households: pass_exact; target 4,813,103, actual 4,813,103.
- SOFT component priors integrated: household type/size, dependent children, education, economic activity, work status, ISCO-1/broad occupation, and industry.
- GUIDE/unavailable retained: direct household member-age/relationship structure, public ISCO-2/3 fine joints, and full education-labour-occupation-industry tensor.

## Review caveat
The component priors are measured CZSO census aggregates but this run does not claim exact person-level truth or measured full joint cells. The new columns carry `*_source_id`, `*_status`, and uncertainty/status fields. Hidden-population overlays, work/school/facility assignments, and national real building/dwelling assignment remain explicitly unavailable rather than silently fabricated.

build_manifest.json

{
  "assignment_scope": {
    "dwelling_building": {
      "reason": "National RUIAN dwelling/building linkage remains unavailable in the CZ national runner; households carry synthetic obec dwelling placeholders only.",
      "status": "unavailable"
    },
    "work_school": {
      "reason": "Commuting/source evidence is not converted to person workplace/school assignments in this run.",
      "status": "unavailable"
    }
  },
  "classification_crosswalk_versions": {
    "education": "CZSO vzdelani_kod retained + status flags",
    "industry": "CZSO odvetvi_kod/NACE broad retained",
    "occupation": "CZSO klasif_kod broad class retained; ISCO2/3 unavailable"
  },
  "constraints_relaxed": [],
  "constraints_used": [
    {
      "actual": 10524167,
      "constraint": "national_person_count",
      "precedence": "HARD",
      "source_id": "sldb2021_vek1_pohlavi",
      "status": "pass_exact",
      "target": 10524167
    },
    {
      "actual": 4813103,
      "constraint": "national_household_count",
      "precedence": "FIRM",
      "source_id": "CZ_CZSO_CENS21_HH_TYPE_SIZE_CSV",
      "status": "pass_exact",
      "target": 4813103
    },
    {
      "constraint": "household_type_x_size_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_HH_TYPE_SIZE_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "dependent_children_by_household_type_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_HH_TYPE_CHILDREN_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "education_age_munisize_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_EDU_AGE_MUNISIZE_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "economic_activity_age10_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_ACTIVITY_AGE10_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "work_status_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_WORK_STATUS_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "occupation_isco1_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_OCCUPATION_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "industry_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_INDUSTRY_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "direct_member_age_relationship_structure",
      "precedence": "GUIDE",
      "source_id": null,
      "status": "EVIDENCE_EXHAUSTED_PUBLIC_CZ_DIRECT_MEMBER_AGE_STRUCTURE"
    },
    {
      "constraint": "isco2_isco3_fine_joint",
      "precedence": "GUIDE",
      "source_id": null,
      "status": "EVIDENCE_EXHAUSTED_PUBLIC_CZ_ISCO2_3_BY_AGE_SEX_EDU_REGION"
    },
    {
      "constraint": "full_non_demographic_tensor",
      "precedence": "GUIDE",
      "source_id": null,
      "status": "EVIDENCE_EXHAUSTED_PUBLIC_CZ_FULL_EDU_LABOUR_OCC_INDUSTRY_TENSOR"
    }
  ],
  "contract_files": [
    "synthetic_persons.parquet",
    "synthetic_households.parquet",
    "synthetic_dwellings.unavailable.json",
    "synthetic_building_assignments.unavailable.json",
    "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"
  ],
  "country": "CZ",
  "created_at": "2026-05-19T18:44:18Z",
  "firm_household_status": "pass_exact",
  "geography_version": "CZSO LKOD obec national controls from output/CZ/czso_lkod_obec_controls.parquet",
  "git_commit": "a5ad12d74bcf64a2c256e1fe83d99cc700e02bba+dirty",
  "hard_constraint_status": "pass_exact",
  "hidden_population_scope": {
    "reason": "No bounded CZ hidden-population overlay evidence integrated; not fabricated.",
    "status": "unavailable"
  },
  "known_limitations": [
    "Direct household member-age/relationship roster matrix remains public-evidence exhausted; household roles/age vectors are modelled.",
    "ISCO-2/3 and full education-labour-occupation-industry tensor remain GUIDE/modelled/unavailable; only broad component priors were integrated.",
    "Component priors are deterministic review-bundle assignments from measured aggregates, not individual truth or measured fine joint cells.",
    "National building/dwelling assignment, hidden-population overlays, and work/school assignments remain unavailable."
  ],
  "population_counts": {
    "households": 4813103,
    "persons": 10524167
  },
  "project_root": "/home/synthestat",
  "random_seed": 420987,
  "run_id": "cz_population_targeted_priors_7eeb18af_seed420987",
  "source_catalogue_version": {
    "official": "/home/synthestat/output/catalogue/cz_official_sources_catalogue_latest.json",
    "targeted_distribution": "/home/synthestat/output/catalogue/cz_targeted_distribution_catalogue_latest.json"
  },
  "zones_degraded": []
}

constraint_residuals.json

{
  "constraint_precedence": [
    "HARD",
    "FIRM",
    "SOFT",
    "GUIDE"
  ],
  "constraints_used": [
    {
      "actual": 10524167,
      "constraint": "national_person_count",
      "precedence": "HARD",
      "source_id": "sldb2021_vek1_pohlavi",
      "status": "pass_exact",
      "target": 10524167
    },
    {
      "actual": 4813103,
      "constraint": "national_household_count",
      "precedence": "FIRM",
      "source_id": "CZ_CZSO_CENS21_HH_TYPE_SIZE_CSV",
      "status": "pass_exact",
      "target": 4813103
    },
    {
      "constraint": "household_type_x_size_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_HH_TYPE_SIZE_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "dependent_children_by_household_type_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_HH_TYPE_CHILDREN_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "education_age_munisize_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_EDU_AGE_MUNISIZE_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "economic_activity_age10_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_ACTIVITY_AGE10_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "work_status_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_WORK_STATUS_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "occupation_isco1_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_OCCUPATION_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "industry_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_INDUSTRY_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "direct_member_age_relationship_structure",
      "precedence": "GUIDE",
      "source_id": null,
      "status": "EVIDENCE_EXHAUSTED_PUBLIC_CZ_DIRECT_MEMBER_AGE_STRUCTURE"
    },
    {
      "constraint": "isco2_isco3_fine_joint",
      "precedence": "GUIDE",
      "source_id": null,
      "status": "EVIDENCE_EXHAUSTED_PUBLIC_CZ_ISCO2_3_BY_AGE_SEX_EDU_REGION"
    },
    {
      "constraint": "full_non_demographic_tensor",
      "precedence": "GUIDE",
      "source_id": null,
      "status": "EVIDENCE_EXHAUSTED_PUBLIC_CZ_FULL_EDU_LABOUR_OCC_INDUSTRY_TENSOR"
    }
  ],
  "country": "CZ",
  "firm_household_status": "pass_exact",
  "hard_constraint_status": "pass_exact",
  "residuals_by_constraint_type": {
    "FIRM": {
      "max_abs_relative_error": 0,
      "row_count": 1,
      "status_counts": {
        "pass_exact": 1
      }
    },
    "GUIDE": {
      "max_abs_relative_error": null,
      "row_count": 3,
      "status_counts": {
        "evidence_exhausted_or_modelled": 3
      }
    },
    "HARD": {
      "max_abs_relative_error": 0,
      "row_count": 1,
      "status_counts": {
        "pass_exact": 1
      }
    },
    "SOFT": {
      "caveat": "SOFT component priors are integrated as review-bundle attributes; this run does not solve exact multiway IPF residuals.",
      "max_abs_relative_error": null,
      "row_count": 7,
      "status_counts": {
        "integrated_component_prior_not_exact_joint": 7
      }
    }
  },
  "run_id": "cz_population_targeted_priors_7eeb18af_seed420987"
}

household_diagnostics.json

{
  "country": "CZ",
  "dependent_children_prior_source": "CZ_CZSO_CENS21_HH_TYPE_CHILDREN_CSV",
  "household_assignment_summary": {
    "assigned_type_counts_top20": {
      "10|Domácnost - 2 a více rodin": 70114,
      "1100|Domácnost jednotlivce": 1880336,
      "11|Nerodinné domácnosti": 1969058,
      "12|Rodinné domácnosti": 893595
    },
    "dependent_children_counts_top20": {
      "00039999|3 a více": 302016,
      "0|0": 4511087
    },
    "household_count": 4813103,
    "size_counts": {
      "1": 3668427,
      "2": 1273,
      "3": 1152,
      "4": 1229,
      "5": 1310,
      "6": 1139712
    }
  },
  "household_count": 4813103,
  "household_type_size_prior_source": "CZ_CZSO_CENS21_HH_TYPE_SIZE_CSV",
  "member_age_relationship_status": "EVIDENCE_EXHAUSTED_PUBLIC_CZ_DIRECT_MEMBER_AGE_STRUCTURE",
  "person_count": 10524167,
  "run_id": "cz_population_targeted_priors_7eeb18af_seed420987"
}

dwelling_building_diagnostics.json

{
  "country": "CZ",
  "reason": "National RUIAN dwelling/building linkage remains unavailable in the CZ national runner; households carry synthetic obec dwelling placeholders only.",
  "run_id": "cz_population_targeted_priors_7eeb18af_seed420987",
  "status": "unavailable"
}

distribution_diagnostics.json

{
  "country": "CZ",
  "fine_joint_caveat": "Component priors are not promoted to a measured education-labour-occupation-industry tensor.",
  "household_assignment_summary": {
    "assigned_type_counts_top20": {
      "10|Domácnost - 2 a více rodin": 70114,
      "1100|Domácnost jednotlivce": 1880336,
      "11|Nerodinné domácnosti": 1969058,
      "12|Rodinné domácnosti": 893595
    },
    "dependent_children_counts_top20": {
      "00039999|3 a více": 302016,
      "0|0": 4511087
    },
    "household_count": 4813103,
    "size_counts": {
      "1": 3668427,
      "2": 1273,
      "3": 1152,
      "4": 1229,
      "5": 1310,
      "6": 1139712
    }
  },
  "integrated_priors": [
    {
      "constraint": "household_type_x_size_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_HH_TYPE_SIZE_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "dependent_children_by_household_type_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_HH_TYPE_CHILDREN_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "education_age_munisize_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_EDU_AGE_MUNISIZE_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "economic_activity_age10_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_ACTIVITY_AGE10_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "work_status_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_WORK_STATUS_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "occupation_isco1_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_OCCUPATION_SEX_CSV",
      "status": "integrated_component_prior"
    },
    {
      "constraint": "industry_sex_prior",
      "precedence": "SOFT",
      "source_id": "CZ_CZSO_CENS21_INDUSTRY_SEX_CSV",
      "status": "integrated_component_prior"
    }
  ],
  "non_demographic_tensor_status": "GUIDE_MODELLED_NOT_MEASURED",
  "person_assignment_summary": {
    "activity_top20": {
      "13|Osoby v domácnosti, děti předškolního věku, ostatní závislé osoby": 425418,
      "14|Osoby na rodičovské dovolené": 109242,
      "1|Zaměstnaní bez důchodců, žáků a studentů a osob na mateřské dovolené": 2226294,
      "2|Pracující důchodci": 282906,
      "3|Pracující žáci a studenti": 115787,
      "4|Osoby na mateřské dovolené (28 nebo 37 týdnů)": 20049,
      "51|Zaměstnaní": 2645035,
      "52|Nezaměstnaní": 136593,
      "53|Pracovní síla": 2781630,
      "54|Mimo pracovní sílu": 1781213
    },
    "education_top20": {
      "001|Bez vzdělání": 83539,
      "105|Střední vč. vyučení (bez maturity)": 4106085,
      "109|Vysokoškolské": 1847625,
      "117|Základní vč. neukončeného": 1107860,
      "130|Vyšší odborné, konzervatoř": 138588,
      "132|Úplné střední (s maturitou), vč. nástavbového a pomaturitního": 2729091,
      "900|Nezjištěno": 511379
    },
    "industry_top20": {
      "A|Zemědělství, lesnictví, rybářství": 351533,
      "B|Těžba a dobývání": 74832,
      "C|Zpracovatelský průmysl": 2989810,
      "D|Výroba a rozvod elektřiny, plynu, tepla a klimatizovaného vzduchu": 140130,
      "E|Zásobování vodou; činnosti související s odpadními vodami, odpady a sanacemi": 112428,
      "F|Stavebnictví": 728226,
      "G|Velkoobchod a maloobchod; opravy a údržba motorových vozidel": 1179494,
      "H|Doprava a skladování": 637908,
      "I|Ubytování, stravování a pohostinství": 380130,
      "J|Informační a komunikační činnosti": 419716,
      "K|Peněžnictví a pojišťovnictví": 233668,
      "L|Činnosti v oblasti nemovitostí": 74438,
      "M|Profesní, vědecké a technické činnosti": 555058,
      "N|Administrativní a podpůrné činnosti": 365109,
      "O|Veřejná správa a obrana; povinné sociální zabezpečení": 491242,
      "P|Vzdělávání": 650086,
      "Q|Zdravotní a sociální péče": 738790,
      "R|Kulturní, zábavní a rekreační činnosti": 137671,
      "S|Ostatní činnosti": 176603,
      "X|Nezjištěno": 57805
    },
    "occupation_top20": {
      "0|Zaměstnanci v ozbrojených silách": 29814,
      "1|Zákonodárci a řídící pracovníci": 636545,
      "2|Specialisté": 2339768,
      "3|Techničtí a odborní pracovníci": 1717186,
      "4|Úředníci": 733292,
      "5|Pracovníci ve službách a prodeji": 1356942,
      "6|Kvalifikovaní pracovníci v zemědělství, lesnictví a rybářství": 105972,
      "7|Řemeslníci a opraváři": 1221882,
      "8|Obsluha strojů a zařízení, montéři": 1217030,
      "9999|nezjištěno": 803452,
      "9|Pomocní a nekvalifikovaní pracovníci": 362284
    },
    "person_count": 10524167,
    "sex_top20": {
      "F": 5337619,
      "M": 5186548
    },
    "work_status_top20": {
      "1|Zaměstnanci": 8506755,
      "2|Zaměstnavatelé": 106908,
      "3|Osoby pracující na vlastní účet": 1226175,
      "9|nezjištěno": 684329
    }
  },
  "run_id": "cz_population_targeted_priors_7eeb18af_seed420987"
}

uncertainty_summary.json

{
  "bounds_status": "HARD person and FIRM household counts exact; SOFT component priors integrated; full fine joints unavailable.",
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}

source_provenance.json

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… truncated after 12,000 characters …

unavailable.json

{
  "country": "CZ",
  "created_at": "2026-05-19T18:44:18Z",
  "direct_household_member_age_relationship_structure": {
    "evidence_flag": "EVIDENCE_EXHAUSTED_PUBLIC_CZ_DIRECT_MEMBER_AGE_STRUCTURE",
    "status": "GUIDE_MODELLED"
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  "dwelling_building_assignments": {
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    "status": "unavailable"
  },
  "full_education_labour_occupation_industry_tensor": {
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    "status": "GUIDE_MODELLED"
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  "status": "unavailable_or_guide_where_not_evidence_supported",
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}