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Datasets:
policyengine
/
populace-us

Tags:
policyengine
microsimulation
synthetic-population
tax-benefit
united-states
License:
Dataset card Files
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 Community
2
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Publish non-default release populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z

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Files changed (12) hide show
  1. populace_us_2024_acs_local.h5 +2 -2
  2. releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/build_manifest.json +169 -0
  3. releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/calibration_diagnostics.json +0 -0
  4. releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/consumer_export.json +13 -0
  5. releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/gate_summary.json +1057 -0
  6. releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/held_back_columns.json +9 -0
  7. releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/release_manifest.json +1028 -0
  8. releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/reviewed_null_fills.json +983 -0
  9. releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/run_identity.json +11 -0
  10. releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/sha256sums.txt +11 -0
  11. releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/spine_qa.json +22 -0
  12. releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/us_source_coverage.json +278 -0
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+ "manifest_path": "/Users/maxghenis/PolicyEngine/_buildo-runtime/out/buildo-run/sparse/releases/populace-us-2024-buildo-sparse-rmloss100-22bd902-20260722T232627Z/release_manifest.json",
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+ "families": "snap,medicaid,soi",
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+ "geographies": "state,cd",
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+ "n_targets": 4461,
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+ "epochs": 800,
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+ "gates": {
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+ "calibration": {
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+ }
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+ },
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+ "binds": "donor_certified_release",
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+ "note": "Input coverage is enforced on the certified donor release before transfer; the ACS spine inherits required inputs via QRF transfer. ACS native GQ-housing / source-universe nulls are reviewed_limitations (calibration_blocker: false) and are NOT re-imposed on the ACS spine."
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+ },
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+ "passed": true,
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+ "note": "Recorded evidence for the populace#403 weight-composition signature; not a pass/fail bound.",
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+ }
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+ }
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+ },
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+ "spine_ssi_qa": {
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+ "passed": true,
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+ "note": "populace#403 re-measure: per-spine SSI incidence and intensity, computed by loading the packaged artifact bytes PLAIN (no private projection or fill) \u2014 the probe doubles as the consumer-loadability proof. Recorded as evidence, not gated.",
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+ "detail": {
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+ }
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+ },
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+ "run_identity": {
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+ "staging_h5": "/Users/maxghenis/PolicyEngine/_buildo-runtime/out/acs-local/acs_multispine_staging.h5",
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+ "staging_sha256": "9955b04c0bb975dc770e4b01e2bec7ea7e2f9c7a24651f435bebd1e457d61e92",
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+ },
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+ "refresh_recipe": {
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+ "note": "When the next certified default publishes (e.g. the populace#508 SSI fix -> O-2), refresh this artifact by re-running the chain against the new certified release H5; everything else is unchanged.",
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+ "staging": "uv run tools/build_us_acs_multispine_base.py --base-h5 <next-certified-release>.h5 --donor-release-manifest <its release_manifest.json> --out-h5 <run>/acs_multispine_staging.h5 --inputs-dir <acs archive cache> --puma-ladder build/us/us_puma_ladder_2020.npz",
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+ "release": "uv run tools/build_us_acs_local_release.py --stage all --staging-h5 <run>/acs_multispine_staging.h5 --feed <ledger facts.jsonl> --feed-sha256 <sha> --ladder build/us/us_puma_ladder_2020.npz --checkpoint-dir <run>/checkpoints --out-h5 <run>/populace_us_2024_acs_local.h5 --out <run>/release",
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+ "publish": "tools/publish_release.sh <release_dir> --no-latest --artifact-root <run> --repo-id policyengine/populace-us"
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+ }
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+ }
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+ {
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+ "note": "The engine-pass contract (input-schema projection + reviewed-null default fill) is applied to the published artifact bytes, so plain USSingleYearDataset/Microsimulation consumers load it directly. The nullable staging H5 remains the archival nullable truth."
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+ }
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+ "note": "Input coverage is enforced on the certified donor release before transfer; the ACS spine inherits required inputs via QRF transfer. ACS native GQ-housing / source-universe nulls are reviewed_limitations (calibration_blocker: false) and are NOT re-imposed on the ACS spine."
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+ },
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+ "spine_composition": {
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+ "note": "Recorded evidence for the populace#403 weight-composition signature; not a pass/fail bound.",
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+ }
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+ }
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+ },
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+ "spine_ssi_qa": {
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+ "passed": true,
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+ "note": "populace#403 re-measure: per-spine SSI incidence and intensity, computed by loading the packaged artifact bytes PLAIN (no private projection or fill) \u2014 the probe doubles as the consumer-loadability proof. Recorded as evidence, not gated.",
70
+ "detail": {
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+ "asec_puf": {
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+ "person_weight": 228903600.242814,
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+ "filled_columns": 81,
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+ "total_values_filled": 216973543,
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+ "staging_sha256": "9955b04c0bb975dc770e4b01e2bec7ea7e2f9c7a24651f435bebd1e457d61e92"
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+ },
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+ "plain_load_proven_by": "spine_ssi_qa",
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+ "artifact_sha256": "71763290ded993789af0ad818fd833a6aabb9ca7ff7d14f78315340d8617c6f4"
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+ }
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+ },
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+ {
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+ "tenure_type",
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+ "acs_monthly_gross_rent",
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+ "acs_annual_property_tax"
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+ ],
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+ ],
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+ {
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+ "column": "pre_subsidy_rent",
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+ "dtype": "float",
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+ "entity": "person",
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+ "missing_rows": 183206,
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+ "missing_rows_by_spine": {
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+ },
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+ },
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+ {
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+ "column": "tenure_type",
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+ "dtype": "str",
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+ {
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+ "column": "spm_unit_tenure_type",
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+ "rows": 1588854
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+ },
781
+ {
782
+ "column": "net_worth",
783
+ "dtype": "float",
784
+ "entity": "household",
785
+ "missing_rows": 1531614,
786
+ "missing_rows_by_spine": {
787
+ "acs_2024_1yr": 1531614
788
+ },
789
+ "rows": 1588854
790
+ },
791
+ {
792
+ "column": "place_fips",
793
+ "dtype": "str",
794
+ "entity": "household",
795
+ "missing_rows": 1531614,
796
+ "missing_rows_by_spine": {
797
+ "acs_2024_1yr": 1531614
798
+ },
799
+ "rows": 1588854
800
+ },
801
+ {
802
+ "column": "qualified_passenger_vehicle_loan_interest",
803
+ "dtype": "float",
804
+ "entity": "household",
805
+ "missing_rows": 1531614,
806
+ "missing_rows_by_spine": {
807
+ "acs_2024_1yr": 1531614
808
+ },
809
+ "rows": 1588854
810
+ },
811
+ {
812
+ "column": "sldl",
813
+ "dtype": "str",
814
+ "entity": "household",
815
+ "missing_rows": 1531614,
816
+ "missing_rows_by_spine": {
817
+ "acs_2024_1yr": 1531614
818
+ },
819
+ "rows": 1588854
820
+ },
821
+ {
822
+ "column": "sldu",
823
+ "dtype": "str",
824
+ "entity": "household",
825
+ "missing_rows": 1531614,
826
+ "missing_rows_by_spine": {
827
+ "acs_2024_1yr": 1531614
828
+ },
829
+ "rows": 1588854
830
+ },
831
+ {
832
+ "column": "tract_geoid",
833
+ "dtype": "str",
834
+ "entity": "household",
835
+ "missing_rows": 1531614,
836
+ "missing_rows_by_spine": {
837
+ "acs_2024_1yr": 1531614
838
+ },
839
+ "rows": 1588854
840
+ },
841
+ {
842
+ "column": "second_home_mortgage_balance",
843
+ "dtype": "float",
844
+ "entity": "tax_unit",
845
+ "missing_rows": 2097745,
846
+ "missing_rows_by_spine": {
847
+ "acs_2024_1yr": 2097745
848
+ },
849
+ "rows": 2177474
850
+ },
851
+ {
852
+ "column": "second_home_mortgage_interest",
853
+ "dtype": "float",
854
+ "entity": "tax_unit",
855
+ "missing_rows": 2097745,
856
+ "missing_rows_by_spine": {
857
+ "acs_2024_1yr": 2097745
858
+ },
859
+ "rows": 2177474
860
+ },
861
+ {
862
+ "column": "second_home_mortgage_origination_year",
863
+ "dtype": "int",
864
+ "entity": "tax_unit",
865
+ "missing_rows": 2097745,
866
+ "missing_rows_by_spine": {
867
+ "acs_2024_1yr": 2097745
868
+ },
869
+ "rows": 2177474
870
+ },
871
+ {
872
+ "column": "selected_marketplace_plan_benchmark_ratio",
873
+ "dtype": "float",
874
+ "entity": "tax_unit",
875
+ "missing_rows": 2097745,
876
+ "missing_rows_by_spine": {
877
+ "acs_2024_1yr": 2097745
878
+ },
879
+ "rows": 2177474
880
+ },
881
+ {
882
+ "column": "takes_up_aca_if_eligible",
883
+ "dtype": "bool",
884
+ "entity": "tax_unit",
885
+ "missing_rows": 2097745,
886
+ "missing_rows_by_spine": {
887
+ "acs_2024_1yr": 2097745
888
+ },
889
+ "rows": 2177474
890
+ },
891
+ {
892
+ "column": "takes_up_eitc",
893
+ "dtype": "bool",
894
+ "entity": "tax_unit",
895
+ "missing_rows": 2097745,
896
+ "missing_rows_by_spine": {
897
+ "acs_2024_1yr": 2097745
898
+ },
899
+ "rows": 2177474
900
+ },
901
+ {
902
+ "column": "would_file_taxes_voluntarily",
903
+ "dtype": "bool",
904
+ "entity": "tax_unit",
905
+ "missing_rows": 2097745,
906
+ "missing_rows_by_spine": {
907
+ "acs_2024_1yr": 2097745
908
+ },
909
+ "rows": 2177474
910
+ },
911
+ {
912
+ "column": "receives_housing_assistance",
913
+ "dtype": "bool",
914
+ "entity": "spm_unit",
915
+ "missing_rows": 1531614,
916
+ "missing_rows_by_spine": {
917
+ "acs_2024_1yr": 1531614
918
+ },
919
+ "rows": 1591514
920
+ },
921
+ {
922
+ "column": "spm_unit_energy_subsidy",
923
+ "dtype": "float",
924
+ "entity": "spm_unit",
925
+ "missing_rows": 1531614,
926
+ "missing_rows_by_spine": {
927
+ "acs_2024_1yr": 1531614
928
+ },
929
+ "rows": 1591514
930
+ },
931
+ {
932
+ "column": "takes_up_snap_if_eligible",
933
+ "dtype": "bool",
934
+ "entity": "spm_unit",
935
+ "missing_rows": 1531614,
936
+ "missing_rows_by_spine": {
937
+ "acs_2024_1yr": 1531614
938
+ },
939
+ "rows": 1591514
940
+ },
941
+ {
942
+ "column": "takes_up_tanf_if_eligible",
943
+ "dtype": "bool",
944
+ "entity": "spm_unit",
945
+ "missing_rows": 1531614,
946
+ "missing_rows_by_spine": {
947
+ "acs_2024_1yr": 1531614
948
+ },
949
+ "rows": 1591514
950
+ }
951
+ ],
952
+ "id": "native_acs_source_universe_blanks",
953
+ "reason": "Native ACS inputs retain official blank universes; the ACS mapping contract forbids inventing zeros or component splits.",
954
+ "status": "reviewed_source_missingness",
955
+ "treatment": "Preserve nullable source semantics after transferring every donor-observed model-required input with an eligible fit."
956
+ },
957
+ {
958
+ "assigned_geography": [
959
+ "puma",
960
+ "congressional_district_geoid",
961
+ "county_fips"
962
+ ],
963
+ "assignment_seed": 0,
964
+ "calibration_blocker": false,
965
+ "donor_geography": "preserved_assigned",
966
+ "id": "sub_puma_geographic_precision",
967
+ "layer_vintages": {
968
+ "congressional_district": "119th_congress",
969
+ "county": "2020_census",
970
+ "puma": "2020_puma",
971
+ "tract": "2020_census"
972
+ },
973
+ "observed_geography": {
974
+ "acs_2024_1yr": [
975
+ "state_fips",
976
+ "puma"
977
+ ],
978
+ "asec_puf": [
979
+ "state_fips",
980
+ "tract_geoid",
981
+ "congressional_district_geoid",
982
+ "county_fips"
983
+ ]
984
+ },
985
+ "reason": "ACS PUMS identifies residence only through state and 2020 PUMA; exact block, tract, county, and congressional district cannot be recovered for a source microrecord.",
986
+ "status": "reviewed_probabilistic_assignment",
987
+ "treatment": "Retain each ACS record's observed PUMA and assign its 119th-CD/county from official population-weighted PUMA overlaps using the recorded seed. Donor records keep their certified block-ladder district/county, with PUMA derived exactly from the assigned 2020 tract. Do not synthesize ACS block or tract.",
988
+ "unavailable_exact_geography": [
989
+ "block_geoid",
990
+ "tract_geoid"
991
+ ],
992
+ "unavailable_exact_geography_scope": "acs_2024_1yr"
993
+ },
994
+ {
995
+ "id": "ssi_aged_band_collapse_inherited",
996
+ "status": "reviewed_inherited_defect",
997
+ "reason": "The donor lineage (base-O via the certified Build O sparse release) carries the populace#507 SSI aged-band take-up collapse: the 65+ one-shot Bernoulli seed at 8.4% collapses the aged SSI baseline to roughly 0.94M against SSA's 2.42M. The QRF transfer replicates donor SSI participation onto the ACS spine, so both spines of this artifact inherit the defect by construction.",
998
+ "treatment": "populace#508 owns the fix; when the corrected base certifies, this artifact's refresh_recipe re-runs the chain against the new certified release in one command.",
999
+ "measured_spine_ssi": {
1000
+ "asec_puf": 0.01373,
1001
+ "acs_2024_1yr": 0.01749
1002
+ },
1003
+ "calibration_blocker": false
1004
+ },
1005
+ {
1006
+ "id": "miscellaneous_income_loss_side_donor_defect",
1007
+ "status": "reviewed_inherited_distortion",
1008
+ "column": "miscellaneous_income",
1009
+ "affected_spines": [
1010
+ "asec_puf",
1011
+ "acs_2024_1yr"
1012
+ ],
1013
+ "reason": "The donor pool's miscellaneous_income loss side remains distorted (populace#393, open at build time; roughly 4.6x SOI's loss-return prevalence measured in the Build J dense remedy experiments). The QRF transfer replicates the donor distribution onto the ACS spine.",
1014
+ "treatment": "Tracked via populace#393; propagates on re-transfer.",
1015
+ "calibration_blocker": false
1016
+ },
1017
+ {
1018
+ "id": "tips_return_count_carrier_deficit_inherited",
1019
+ "status": "reviewed_inherited_defect",
1020
+ "reason": "The certified Build O sparse donor under-carries tip-return counts (-50.25% against its ledger target, recorded in its own release evidence). Tip columns transfer from that donor, so the deficit rides this artifact too.",
1021
+ "calibration_blocker": false
1022
+ },
1023
+ {
1024
+ "id": "cd_population_marginal_vintage_2020",
1025
+ "status": "reviewed_vintage",
1026
+ "reason": "Congressional-district population marginals use 119th-boundary / 2020-apportionment Census populations from the PUMA ladder; the build period is 2024. Boundaries are 2020-census-drawn (honest v1).",
1027
+ "calibration_blocker": false
1028
+ },
1029
+ {
1030
+ "id": "low_effective_sample_size_lambda_zero",
1031
+ "status": "reviewed_concentration",
1032
+ "reason": "Kish ESS is 14382.4 = 0.91% of 1588854 households under the hard 5x weight cap with l2_lambda=0 (kept for consistency with the certified default and the Build L doctrine; no new calibration knobs per populace#492).",
1033
+ "calibration_blocker": false
1034
+ },
1035
+ {
1036
+ "id": "donor_sparse_selection_training_set",
1037
+ "status": "reviewed_construction",
1038
+ "reason": "The QRF transfer donor is the certified Build O sparse release (populace-us-2024-buildo-sparse-rmloss100-22bd902-20260722T232627Z): the 57,240-household certified selection rather than a dense full-row donor (buildl trained on the June dense artifact). The conditioning set is thinner; per-fit donor row counts are recorded in the staging provenance.",
1039
+ "calibration_blocker": false
1040
+ },
1041
+ {
1042
+ "id": "mixed_sub_puma_column_coverage",
1043
+ "status": "reviewed_construction",
1044
+ "columns": [
1045
+ "block_geoid",
1046
+ "tract_geoid",
1047
+ "cbsa_code",
1048
+ "place_fips",
1049
+ "sldl",
1050
+ "sldu"
1051
+ ],
1052
+ "reason": "Donor rows keep their certified block-ladder geography columns; ACS rows carry no sub-PUMA geography, so these columns are donor-spine-only. Consumers filtering on them must scope to the asec_puf spine.",
1053
+ "calibration_blocker": false
1054
+ }
1055
+ ],
1056
+ "generated_at": "2026-07-24T11:09:03.605701+00:00"
1057
+ }
releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/held_back_columns.json ADDED
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1
+ {
2
+ "period": 2024,
3
+ "held_back_formula_owned_columns": {
4
+ "person": [
5
+ "weeks_worked"
6
+ ]
7
+ },
8
+ "total": 1
9
+ }
releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/release_manifest.json ADDED
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1
+ {
2
+ "schema_version": 1,
3
+ "data_package": {
4
+ "name": "populace-data",
5
+ "version": "0.1.0"
6
+ },
7
+ "default_datasets": {},
8
+ "dataset_role": "non_default_local_area",
9
+ "is_default": false,
10
+ "namespace": "buildo_acs_local",
11
+ "build": {
12
+ "build_id": "populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z",
13
+ "built_at": "2026-07-24T11:09:11.997359+00:00",
14
+ "built_with_core_package": {
15
+ "name": "policyengine-core",
16
+ "version": "3.26.11"
17
+ },
18
+ "built_with_model_package": {
19
+ "name": "policyengine-us",
20
+ "version": "1.764.6"
21
+ }
22
+ },
23
+ "artifacts": {
24
+ "populace_us_2024_acs_local": {
25
+ "kind": "microdata",
26
+ "path": "populace_us_2024_acs_local.h5",
27
+ "repo_id": "policyengine/populace-us",
28
+ "revision": "populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z",
29
+ "sha256": "71763290ded993789af0ad818fd833a6aabb9ca7ff7d14f78315340d8617c6f4"
30
+ },
31
+ "calibration_diagnostics": {
32
+ "kind": "diagnostics",
33
+ "path": "calibration_diagnostics.json",
34
+ "repo_id": "policyengine/populace-us",
35
+ "revision": "populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z",
36
+ "sha256": "54251f2209c2e71bb1cce9f5626a3e59879847747156e873de51011c8e8b508f"
37
+ },
38
+ "gate_summary": {
39
+ "kind": "diagnostics",
40
+ "path": "gate_summary.json",
41
+ "repo_id": "policyengine/populace-us",
42
+ "revision": "populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z",
43
+ "sha256": "69cc9f0d40f5144b5b48b04134fcb0f5a1fcd3deae9e96ccbbdfb4df7f6ab48f"
44
+ },
45
+ "us_source_coverage": {
46
+ "kind": "diagnostics",
47
+ "path": "us_source_coverage.json",
48
+ "repo_id": "policyengine/populace-us",
49
+ "revision": "populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z",
50
+ "sha256": "880f90c5c3287ab674021ba4724826a88e3d138656f2d67139f2b996be3966da"
51
+ }
52
+ },
53
+ "reviewed_limitations": [
54
+ {
55
+ "affected_columns": {
56
+ "household": [
57
+ "tenure_type",
58
+ "acs_monthly_contract_rent",
59
+ "acs_monthly_gross_rent",
60
+ "acs_annual_property_tax"
61
+ ],
62
+ "person": [
63
+ "pre_subsidy_rent",
64
+ "real_estate_taxes"
65
+ ],
66
+ "spm_unit": [
67
+ "spm_unit_tenure_type"
68
+ ]
69
+ },
70
+ "affected_rows": {
71
+ "household": 183206,
72
+ "person": 183206,
73
+ "spm_unit": 183206
74
+ },
75
+ "affected_spine": "acs_2024_1yr",
76
+ "calibration_blocker": false,
77
+ "engine_input_nulls": [
78
+ {
79
+ "column": "pre_subsidy_rent",
80
+ "dtype": "float",
81
+ "entity": "person",
82
+ "missing_rows": 183206,
83
+ "missing_rows_by_spine": {
84
+ "acs_2024_1yr": 183206
85
+ },
86
+ "rows": 3589209
87
+ },
88
+ {
89
+ "column": "tenure_type",
90
+ "dtype": "str",
91
+ "entity": "household",
92
+ "missing_rows": 183206,
93
+ "missing_rows_by_spine": {
94
+ "acs_2024_1yr": 183206
95
+ },
96
+ "rows": 1588854
97
+ },
98
+ {
99
+ "column": "spm_unit_tenure_type",
100
+ "dtype": "str",
101
+ "entity": "spm_unit",
102
+ "missing_rows": 183206,
103
+ "missing_rows_by_spine": {
104
+ "acs_2024_1yr": 183206
105
+ },
106
+ "rows": 1591514
107
+ }
108
+ ],
109
+ "id": "acs_group_quarters_housing_universe",
110
+ "reason": "ACS PUMS housing-unit tenure, rent, and property-tax fields are outside the TYPEHUGQ 2/3 group-quarters universe.",
111
+ "status": "reviewed_structural_absence",
112
+ "transfer_evidence": [
113
+ {
114
+ "column": "pre_subsidy_rent",
115
+ "entity": "person",
116
+ "reason": "ACS group-quarters rows are outside the housing-tenure universe",
117
+ "rows": 183206
118
+ }
119
+ ],
120
+ "treatment": "Preserve those values as structural nulls; filling them with zero or donor housing values would synthesize an unobserved housing unit."
121
+ },
122
+ {
123
+ "affected_spine": "acs_2024_1yr",
124
+ "calibration_blocker": false,
125
+ "engine_input_nulls_excluding_group_quarters_housing": [
126
+ {
127
+ "column": "attends_eligible_educational_institution_for_american_opportunity_credit",
128
+ "dtype": "bool",
129
+ "entity": "person",
130
+ "missing_rows": 3422888,
131
+ "missing_rows_by_spine": {
132
+ "acs_2024_1yr": 3422888
133
+ },
134
+ "rows": 3589209
135
+ },
136
+ {
137
+ "column": "child_support_expense",
138
+ "dtype": "float",
139
+ "entity": "person",
140
+ "missing_rows": 3422888,
141
+ "missing_rows_by_spine": {
142
+ "acs_2024_1yr": 3422888
143
+ },
144
+ "rows": 3589209
145
+ },
146
+ {
147
+ "column": "child_support_received",
148
+ "dtype": "float",
149
+ "entity": "person",
150
+ "missing_rows": 3422888,
151
+ "missing_rows_by_spine": {
152
+ "acs_2024_1yr": 3422888
153
+ },
154
+ "rows": 3589209
155
+ },
156
+ {
157
+ "column": "cps_race",
158
+ "dtype": "int",
159
+ "entity": "person",
160
+ "missing_rows": 3422888,
161
+ "missing_rows_by_spine": {
162
+ "acs_2024_1yr": 3422888
163
+ },
164
+ "rows": 3589209
165
+ },
166
+ {
167
+ "column": "detailed_occupation_recode",
168
+ "dtype": "int",
169
+ "entity": "person",
170
+ "missing_rows": 3422888,
171
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+ "missing_rows_by_spine": {
813
+ "acs_2024_1yr": 2097745
814
+ },
815
+ "rows": 2177474
816
+ },
817
+ {
818
+ "column": "second_home_mortgage_origination_year",
819
+ "dtype": "int",
820
+ "entity": "tax_unit",
821
+ "missing_rows": 2097745,
822
+ "missing_rows_by_spine": {
823
+ "acs_2024_1yr": 2097745
824
+ },
825
+ "rows": 2177474
826
+ },
827
+ {
828
+ "column": "selected_marketplace_plan_benchmark_ratio",
829
+ "dtype": "float",
830
+ "entity": "tax_unit",
831
+ "missing_rows": 2097745,
832
+ "missing_rows_by_spine": {
833
+ "acs_2024_1yr": 2097745
834
+ },
835
+ "rows": 2177474
836
+ },
837
+ {
838
+ "column": "takes_up_aca_if_eligible",
839
+ "dtype": "bool",
840
+ "entity": "tax_unit",
841
+ "missing_rows": 2097745,
842
+ "missing_rows_by_spine": {
843
+ "acs_2024_1yr": 2097745
844
+ },
845
+ "rows": 2177474
846
+ },
847
+ {
848
+ "column": "takes_up_eitc",
849
+ "dtype": "bool",
850
+ "entity": "tax_unit",
851
+ "missing_rows": 2097745,
852
+ "missing_rows_by_spine": {
853
+ "acs_2024_1yr": 2097745
854
+ },
855
+ "rows": 2177474
856
+ },
857
+ {
858
+ "column": "would_file_taxes_voluntarily",
859
+ "dtype": "bool",
860
+ "entity": "tax_unit",
861
+ "missing_rows": 2097745,
862
+ "missing_rows_by_spine": {
863
+ "acs_2024_1yr": 2097745
864
+ },
865
+ "rows": 2177474
866
+ },
867
+ {
868
+ "column": "receives_housing_assistance",
869
+ "dtype": "bool",
870
+ "entity": "spm_unit",
871
+ "missing_rows": 1531614,
872
+ "missing_rows_by_spine": {
873
+ "acs_2024_1yr": 1531614
874
+ },
875
+ "rows": 1591514
876
+ },
877
+ {
878
+ "column": "spm_unit_energy_subsidy",
879
+ "dtype": "float",
880
+ "entity": "spm_unit",
881
+ "missing_rows": 1531614,
882
+ "missing_rows_by_spine": {
883
+ "acs_2024_1yr": 1531614
884
+ },
885
+ "rows": 1591514
886
+ },
887
+ {
888
+ "column": "takes_up_snap_if_eligible",
889
+ "dtype": "bool",
890
+ "entity": "spm_unit",
891
+ "missing_rows": 1531614,
892
+ "missing_rows_by_spine": {
893
+ "acs_2024_1yr": 1531614
894
+ },
895
+ "rows": 1591514
896
+ },
897
+ {
898
+ "column": "takes_up_tanf_if_eligible",
899
+ "dtype": "bool",
900
+ "entity": "spm_unit",
901
+ "missing_rows": 1531614,
902
+ "missing_rows_by_spine": {
903
+ "acs_2024_1yr": 1531614
904
+ },
905
+ "rows": 1591514
906
+ }
907
+ ],
908
+ "id": "native_acs_source_universe_blanks",
909
+ "reason": "Native ACS inputs retain official blank universes; the ACS mapping contract forbids inventing zeros or component splits.",
910
+ "status": "reviewed_source_missingness",
911
+ "treatment": "Preserve nullable source semantics after transferring every donor-observed model-required input with an eligible fit."
912
+ },
913
+ {
914
+ "assigned_geography": [
915
+ "puma",
916
+ "congressional_district_geoid",
917
+ "county_fips"
918
+ ],
919
+ "assignment_seed": 0,
920
+ "calibration_blocker": false,
921
+ "donor_geography": "preserved_assigned",
922
+ "id": "sub_puma_geographic_precision",
923
+ "layer_vintages": {
924
+ "congressional_district": "119th_congress",
925
+ "county": "2020_census",
926
+ "puma": "2020_puma",
927
+ "tract": "2020_census"
928
+ },
929
+ "observed_geography": {
930
+ "acs_2024_1yr": [
931
+ "state_fips",
932
+ "puma"
933
+ ],
934
+ "asec_puf": [
935
+ "state_fips",
936
+ "tract_geoid",
937
+ "congressional_district_geoid",
938
+ "county_fips"
939
+ ]
940
+ },
941
+ "reason": "ACS PUMS identifies residence only through state and 2020 PUMA; exact block, tract, county, and congressional district cannot be recovered for a source microrecord.",
942
+ "status": "reviewed_probabilistic_assignment",
943
+ "treatment": "Retain each ACS record's observed PUMA and assign its 119th-CD/county from official population-weighted PUMA overlaps using the recorded seed. Donor records keep their certified block-ladder district/county, with PUMA derived exactly from the assigned 2020 tract. Do not synthesize ACS block or tract.",
944
+ "unavailable_exact_geography": [
945
+ "block_geoid",
946
+ "tract_geoid"
947
+ ],
948
+ "unavailable_exact_geography_scope": "acs_2024_1yr"
949
+ },
950
+ {
951
+ "id": "ssi_aged_band_collapse_inherited",
952
+ "status": "reviewed_inherited_defect",
953
+ "reason": "The donor lineage (base-O via the certified Build O sparse release) carries the populace#507 SSI aged-band take-up collapse: the 65+ one-shot Bernoulli seed at 8.4% collapses the aged SSI baseline to roughly 0.94M against SSA's 2.42M. The QRF transfer replicates donor SSI participation onto the ACS spine, so both spines of this artifact inherit the defect by construction.",
954
+ "treatment": "populace#508 owns the fix; when the corrected base certifies, this artifact's refresh_recipe re-runs the chain against the new certified release in one command.",
955
+ "measured_spine_ssi": {
956
+ "asec_puf": 0.01373,
957
+ "acs_2024_1yr": 0.01749
958
+ },
959
+ "calibration_blocker": false
960
+ },
961
+ {
962
+ "id": "miscellaneous_income_loss_side_donor_defect",
963
+ "status": "reviewed_inherited_distortion",
964
+ "column": "miscellaneous_income",
965
+ "affected_spines": [
966
+ "asec_puf",
967
+ "acs_2024_1yr"
968
+ ],
969
+ "reason": "The donor pool's miscellaneous_income loss side remains distorted (populace#393, open at build time; roughly 4.6x SOI's loss-return prevalence measured in the Build J dense remedy experiments). The QRF transfer replicates the donor distribution onto the ACS spine.",
970
+ "treatment": "Tracked via populace#393; propagates on re-transfer.",
971
+ "calibration_blocker": false
972
+ },
973
+ {
974
+ "id": "tips_return_count_carrier_deficit_inherited",
975
+ "status": "reviewed_inherited_defect",
976
+ "reason": "The certified Build O sparse donor under-carries tip-return counts (-50.25% against its ledger target, recorded in its own release evidence). Tip columns transfer from that donor, so the deficit rides this artifact too.",
977
+ "calibration_blocker": false
978
+ },
979
+ {
980
+ "id": "cd_population_marginal_vintage_2020",
981
+ "status": "reviewed_vintage",
982
+ "reason": "Congressional-district population marginals use 119th-boundary / 2020-apportionment Census populations from the PUMA ladder; the build period is 2024. Boundaries are 2020-census-drawn (honest v1).",
983
+ "calibration_blocker": false
984
+ },
985
+ {
986
+ "id": "low_effective_sample_size_lambda_zero",
987
+ "status": "reviewed_concentration",
988
+ "reason": "Kish ESS is 14382.4 = 0.91% of 1588854 households under the hard 5x weight cap with l2_lambda=0 (kept for consistency with the certified default and the Build L doctrine; no new calibration knobs per populace#492).",
989
+ "calibration_blocker": false
990
+ },
991
+ {
992
+ "id": "donor_sparse_selection_training_set",
993
+ "status": "reviewed_construction",
994
+ "reason": "The QRF transfer donor is the certified Build O sparse release (populace-us-2024-buildo-sparse-rmloss100-22bd902-20260722T232627Z): the 57,240-household certified selection rather than a dense full-row donor (buildl trained on the June dense artifact). The conditioning set is thinner; per-fit donor row counts are recorded in the staging provenance.",
995
+ "calibration_blocker": false
996
+ },
997
+ {
998
+ "id": "mixed_sub_puma_column_coverage",
999
+ "status": "reviewed_construction",
1000
+ "columns": [
1001
+ "block_geoid",
1002
+ "tract_geoid",
1003
+ "cbsa_code",
1004
+ "place_fips",
1005
+ "sldl",
1006
+ "sldu"
1007
+ ],
1008
+ "reason": "Donor rows keep their certified block-ladder geography columns; ACS rows carry no sub-PUMA geography, so these columns are donor-spine-only. Consumers filtering on them must scope to the asec_puf spine.",
1009
+ "calibration_blocker": false
1010
+ }
1011
+ ],
1012
+ "donor_release": {
1013
+ "artifact": "populace_us_2024",
1014
+ "dataset_role": null,
1015
+ "is_default": null,
1016
+ "manifest_path": "/Users/maxghenis/PolicyEngine/_buildo-runtime/out/buildo-run/sparse/releases/populace-us-2024-buildo-sparse-rmloss100-22bd902-20260722T232627Z/release_manifest.json",
1017
+ "release_id": "populace-us-2024-buildo-sparse-rmloss100-22bd902-20260722T232627Z",
1018
+ "repo_id": "policyengine/populace-us",
1019
+ "revision": "populace-us-2024-buildo-sparse-rmloss100-22bd902-20260722T232627Z",
1020
+ "sha256": "d28dd2bb133041e4b74d444f7bbef2eee0a6b027e77af7e3e832f2bcb8ee7d6b"
1021
+ },
1022
+ "refresh_recipe": {
1023
+ "note": "When the next certified default publishes (e.g. the populace#508 SSI fix -> O-2), refresh this artifact by re-running the chain against the new certified release H5; everything else is unchanged.",
1024
+ "staging": "uv run tools/build_us_acs_multispine_base.py --base-h5 <next-certified-release>.h5 --donor-release-manifest <its release_manifest.json> --out-h5 <run>/acs_multispine_staging.h5 --inputs-dir <acs archive cache> --puma-ladder build/us/us_puma_ladder_2020.npz",
1025
+ "release": "uv run tools/build_us_acs_local_release.py --stage all --staging-h5 <run>/acs_multispine_staging.h5 --feed <ledger facts.jsonl> --feed-sha256 <sha> --ladder build/us/us_puma_ladder_2020.npz --checkpoint-dir <run>/checkpoints --out-h5 <run>/populace_us_2024_acs_local.h5 --out <run>/release",
1026
+ "publish": "tools/publish_release.sh <release_dir> --no-latest --artifact-root <run> --repo-id policyengine/populace-us"
1027
+ }
1028
+ }
releases/populace-us-2024-buildo-acs-local-77e2061-20260724T110908Z/reviewed_null_fills.json ADDED
@@ -0,0 +1,983 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "period": 2024,
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+ "register_entries": 81,
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+ "columns_filled": 81,
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+ "total_values_filled": 216973543,
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+ "count_mismatch_warnings": [],
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+ "unregistered_violations": [],
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+ "fills": [
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+ {
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+ "entity": "person",
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+ "column": "attends_eligible_educational_institution_for_american_opportunity_credit",
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+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "False",
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+ "fill_kind": "bool",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "child_support_expense",
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+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "0",
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+ "fill_kind": "int",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "child_support_received",
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+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "0",
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+ "fill_kind": "int",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "cps_race",
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+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "0",
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+ "fill_kind": "int",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "detailed_occupation_recode",
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+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "0",
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+ "fill_kind": "int",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "disability_benefits",
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+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "0",
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+ "fill_kind": "int",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "educational_assistance",
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+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "0",
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+ "fill_kind": "int",
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+ "missing_rows_by_spine": {
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "employment_income_before_lsr",
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+ "filled_rows": 510098,
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+ "rows": 3589209,
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "filled_rows": 3422888,
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "has_american_opportunity_credit_1098_t_or_exception",
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+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "False",
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+ "fill_kind": "bool",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "has_american_opportunity_credit_institution_ein",
132
+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "False",
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "has_never_worked",
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+ "rows": 3589209,
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+ },
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+ {
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+ "entity": "person",
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+ "column": "health_insurance_premiums",
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+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "0",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "hourly_wage",
168
+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "0",
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+ "fill_kind": "int",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "immigration_status_str",
180
+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "'CITIZEN'",
183
+ "fill_kind": "enum",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
188
+ },
189
+ {
190
+ "entity": "person",
191
+ "column": "is_computer_scientist",
192
+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "False",
195
+ "fill_kind": "bool",
196
+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
201
+ {
202
+ "entity": "person",
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+ "column": "is_enrolled_at_least_half_time_for_american_opportunity_credit",
204
+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "False",
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+ "fill_kind": "bool",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
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+ {
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+ "entity": "person",
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+ "column": "is_executive_administrative_professional",
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+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "False",
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+ "fill_kind": "bool",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ }
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+ },
225
+ {
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+ "entity": "person",
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+ "column": "is_farmer_fisher",
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+ "filled_rows": 3422888,
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+ "rows": 3589209,
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+ "fill_value": "False",
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+ "fill_kind": "bool",
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+ "register_missing_rows": 3422888,
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+ "missing_rows_by_spine": {
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+ "acs_2024_1yr": 3422888
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+ "taxable_private_pension_income",
246
+ "traditional_ira_contributions_desired",
247
+ "unadjusted_basis_qualified_property",
248
+ "unemployment_compensation",
249
+ "unrecaptured_section_1250_gain",
250
+ "unreimbursed_business_employee_expenses",
251
+ "veterans_benefits",
252
+ "w2_wages_from_qualified_business"
253
+ ],
254
+ "structural_pending": [
255
+ {
256
+ "column": "pre_subsidy_rent",
257
+ "entity": "person",
258
+ "reason": "ACS group-quarters rows are outside the housing-tenure universe",
259
+ "rows": 183206
260
+ }
261
+ ]
262
+ },
263
+ "donor_release": {
264
+ "artifact": "populace_us_2024",
265
+ "dataset_role": null,
266
+ "is_default": null,
267
+ "manifest_path": "/Users/maxghenis/PolicyEngine/_buildo-runtime/out/buildo-run/sparse/releases/populace-us-2024-buildo-sparse-rmloss100-22bd902-20260722T232627Z/release_manifest.json",
268
+ "release_id": "populace-us-2024-buildo-sparse-rmloss100-22bd902-20260722T232627Z",
269
+ "repo_id": "policyengine/populace-us",
270
+ "revision": "populace-us-2024-buildo-sparse-rmloss100-22bd902-20260722T232627Z",
271
+ "sha256": "d28dd2bb133041e4b74d444f7bbef2eee0a6b027e77af7e3e832f2bcb8ee7d6b"
272
+ },
273
+ "input_coverage_gate": {
274
+ "passed": true,
275
+ "binds": "donor_certified_release",
276
+ "note": "Input coverage is enforced on the certified donor release before transfer; the ACS spine inherits required inputs via QRF transfer. ACS native GQ-housing / source-universe nulls are reviewed_limitations (calibration_blocker: false) and are NOT re-imposed on the ACS spine."
277
+ }
278
+ }