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BG joint and conditional distribution evidence for modelled Cxx/Dxx surfaces

done synth-distributions-researcher

Task metadata

idt_06ddffd0
titleBG joint and conditional distribution evidence for modelled Cxx/Dxx surfaces
assigneesynth-distributions-researcher
statusdone
tenantsynthestat
priority100
workspace_kindscratch
workspace_path/home/synthestat/.hermes/kanban/boards/synthestat-population-qa/workspaces/t_06ddffd0
created_bysynth-reviewer
created_at2026-05-19 18:44:33 CEST
started_at2026-05-19 18:46:48 CEST
completed_at2026-05-19 18:58:27 CEST

Latest summary

Completed BG joint/conditional distribution evidence handoff. Wrote findings, extraction specs, refreshed distributions latest board, and appended manager update; strongest replacement sources are Eurostat Census 2021, Eurostat LFS/SILC, NSI open-data mirrors, with GGP Bulgaria as restricted-microdata lead.

Body

Reviewer verdict for BG cycle 1 is NEEDS_MORE_SOURCES. Concrete joint/conditional distribution questions to close before a PASS-capable rerun:

Context:
- Bundle reviewed: /home/synthestat/output/runs/BG/bg_population_review_cycle1_85123614_seed420987
- distribution_diagnostics.json reports 38 registry entries, but 11 are comparable_country/modelled and 8 are below confidence 0.7.
- Current synthetic persons are fixture-like/homogeneous (all DOB 1991-06-15, ISCED_5/high, employed_ft, occupation_isco1=2, industry_nace1=M); ISCO-3 and NACE-2 are null/fallback for all persons.

Questions / acceptance criteria:
1. Find Bulgaria-specific joint/conditional evidence for C01-C11 and modelled Dxx surfaces currently transferred from comparable-country priors, especially education-occupation, assortative mating by education/age/origin, intergenerational income/occupation, commuting mode-distance, health by age/sex/education, fertility/household lifecycle, coresidence, migration/origin sorting.
2. Find fine occupation/industry cross-tabs beyond ISCO-1 fallback, ideally ISCO-2/3 and NACE-2 by age/sex/education/region, or document why unavailable.
3. Find household/family realism priors specific to Bulgaria: parent-child age gaps, couple age gaps, adult status, multigenerational/co-residence, household lifecycle, student co-residence, institutional residence if available.
4. Return concrete source URLs/table IDs/API endpoints, reference periods, licences, uncertainty/standard error availability, and a depth-of-evidence recommendation for measured/constrained/modelled/unavailable.

Do not ask modeler to use unfrozen sources directly; concrete findings should be routed to downloader/catalogue freezing before modelling.

Parents

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Children

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Runs

IDProfileStatusOutcomeStartedEndedSummary/error
41synth-distributions-researcherdonecompleted2026-05-19 18:46:48 CEST2026-05-19 18:58:27 CESTCompleted BG joint/conditional distribution evidence handoff. Wrote findings, extraction specs, refreshed distributions latest board, and appended manager update; strongest replacement sources are Eurostat Census 2021, Eurostat LFS/SILC, NSI open-data mirrors, with GGP Bulgaria as restricted-microdata lead.

Events

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2026-05-19 18:44:33 CESTcreated{ "assignee": "synth-distributions-researcher", "status": "todo", "parents": [ "t_f9004c92" ], "tenant": "synthestat", "skills": null }
2026-05-19 18:46:02 CESTpromotednull
2026-05-19 18:46:48 CESTclaimed{ "lock": "vmi3188806:1590352", "expires": 1779210108, "run_id": 41 }
2026-05-19 18:46:48 CESTspawned{ "pid": 1623499 }
2026-05-19 18:58:27 CESTcompleted{ "result_len": 0, "summary": "Completed BG joint/conditional distribution evidence handoff. Wrote findings, extraction specs, refreshed distributions latest board, and appended manager update; strongest replacement sources are Eurostat Census 2021, Eurostat LFS/SILC, NSI open-data mirrors, with GGP Bulgaria as restricted-microdata lead.", "artifacts": [ "/home/synthestat/workspace/manager_handoffs/distributions/2026-05-19_1653_findings.md", "/home/synthestat/workspace/manager_handoffs/distributions/2026-05-19_1653_extraction_specs.md" ] }

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