| { |
| "task_id": "census_004", |
| "domain": "CENSUS_GOV", |
| "autonomy_type": "ordered table", |
| "oracle_output_cardinality": 7, |
| "instruction": "我想基于 2012–2016 年 American Community Survey 五年估计数据，在宾夕法尼亚州各县中筛选出老年人疏散支持需求较高、应在冬季风暴前提前开展线下外展的县。请以 2012–2016 年 American Community Survey 五年估计中的宾夕法尼亚州县级数据为范围，并使用同一份数据里的 Pennsylvania 全州值作为比较基准；先筛出 65 岁及以上人口不少于 15,000 人的县，再保留 65 岁及以上行走困难人口不少于 4,000 人、且该占比高于全州的县。在此基础上，家庭收入中位数还需低于全州。随后核对四类疏散支持障碍，只保留其中至少两类高于全州的县：户主为 65 岁及以上且独居的住户占比、无车住户占比、无车租房户占比、移动式住房占全部住房单元的比重。最后，请将所有符合条件的县按县名字母顺序写成一行；每个县写成 County|SeniorPop|AmbulatoryDifficulty65Plus|AmbDiffPct|SeniorLivingAloneSharePct|NoVehiclePct|RenterNoVehiclePct|MobileHomePct|MedianIncome|BarrierPath，县与县之间用英文逗号分隔。BarrierPath 只使用 ALONE、MOBILE_HOME、NO_VEHICLE、RENTER_NO_VEHICLE 四个标签；若多个标签同时适用，按 ALONE、MOBILE_HOME、NO_VEHICLE、RENTER_NO_VEHICLE 的固定顺序用加号连接。", |
| "start_url": "https://www.census.gov/data.html", |
| "output_format": "请将所有符合条件的县按县名字母顺序写成一行；每个县写成 County|SeniorPop|AmbulatoryDifficulty65Plus|AmbDiffPct|SeniorLivingAloneSharePct|NoVehiclePct|RenterNoVehiclePct|MobileHomePct|MedianIncome|BarrierPath，县与县之间用英文逗号分隔。BarrierPath 只使用 ALONE、MOBILE_HOME、NO_VEHICLE、RENTER_NO_VEHICLE 四个标签；若多个标签同时适用，按 ALONE、MOBILE_HOME、NO_VEHICLE、RENTER_NO_VEHICLE 的固定顺序用加号连接。", |
| "oracle_answer": "Blair County|23013|5576|24.230|14.917|9.440|24.316|6.388|44033|ALONE+MOBILE_HOME, Cambria County|27058|6308|23.313|15.243|10.309|26.627|4.070|42917|ALONE+MOBILE_HOME+RENTER_NO_VEHICLE, Fayette County|25186|5886|23.370|14.961|9.302|22.290|10.489|40511|ALONE+MOBILE_HOME, Lycoming County|19486|4311|22.124|12.164|9.257|23.312|6.726|48731|ALONE+MOBILE_HOME, Mercer County|21537|4799|22.283|14.090|9.572|24.413|7.912|45831|ALONE+MOBILE_HOME, Philadelphia County|188185|56935|30.255|11.553|30.954|44.924|0.250|39770|NO_VEHICLE+RENTER_NO_VEHICLE, Schuylkill County|26613|6465|24.293|14.357|9.676|23.652|4.080|46573|ALONE+MOBILE_HOME", |
| "metadata": { |
| "State-Gated Retrieval": [ |
| "只使用 2012-2016 American Community Survey 5-year estimates 的 Pennsylvania 县级数据，并使用同一发布中的 Pennsylvania 全州值作为比较基准。", |
| "只保留 65 岁及以上人口不少于 15,000、65 岁及以上行走困难人口不少于 4,000 且占比高于全州、并且家庭收入中位数低于全州的县。", |
| "65+ ambulatory difficulty 必须合并 B18105 中 65-74 / 75+、male / female 的四个目标单元格；最终县还需在 Alone、No Vehicle、Renter No Vehicle、Mobile Home 四类障碍中至少两类高于全州。" |
| ], |
| "dependency_type": "Data + Control", |
| "intra_chain": true, |
| "inter_chain": true, |
| "data_dependency": [ |
| "ACS tables B01001 and B18105 yield county senior-population totals and the full 65+ ambulatory-difficulty numerator", |
| "statewide comparison tables yield Pennsylvania baselines plus county barrier metrics for living alone, no vehicle, renter no vehicle, mobile home, and median income", |
| "final rows are produced only after the county candidate set is defined from the full ambulatory-difficulty numerator and the downstream six-table filters are applied" |
| ], |
| "control_dependency": [ |
| "the ambulatory-difficulty numerator must include the full 65+ population across 65-74 / 75+ and male / female cells rather than only the 75+ cells", |
| "downstream county eligibility and barrier labels must be determined from the county candidate set defined under that full ambulatory numerator", |
| "the at-least-two-barriers test must compare every county metric against the same Pennsylvania statewide baselines from the same ACS release" |
| ], |
| "freeze": { |
| "historical_window": "2012-2016 American Community Survey 5-year estimates for Pennsylvania counties, with Pennsylvania statewide baselines taken from the same release" |
| }, |
| "answer_type": "multi-row ordered table" |
| }, |
| "rubric": { |
| "inclusion_conditions": [ |
| "只使用 2012-2016 American Community Survey 5-year estimates 的 Pennsylvania 县级数据，并使用同一发布中的 Pennsylvania 全州值作为比较基准。", |
| "只保留 65 岁及以上人口不少于 15,000、65 岁及以上行走困难人口不少于 4,000 且占比高于全州、并且家庭收入中位数低于全州的县。", |
| "65+ ambulatory difficulty 必须合并 B18105 中 65-74 / 75+、male / female 的四个目标单元格；最终县还需在 Alone、No Vehicle、Renter No Vehicle、Mobile Home 四类障碍中至少两类高于全州。" |
| ], |
| "exclusion_conditions": [ |
| "排除只取 75 years and over 行走困难单元格并把它误当成全部 65+ 的结果。", |
| "排除未使用同一发布中 Pennsylvania 全州基准的结果。", |
| "排除最终 BarrierPath 不满足至少两类障碍高于全州的县。" |
| ], |
| "normalization": { |
| "field_separator": "|", |
| "record_separator": ",", |
| "schema": [ |
| "County", |
| "SeniorPop", |
| "AmbulatoryDifficulty65Plus", |
| "AmbDiffPct", |
| "SeniorLivingAloneSharePct", |
| "NoVehiclePct", |
| "RenterNoVehiclePct", |
| "MobileHomePct", |
| "MedianIncome", |
| "BarrierPath" |
| ], |
| "county": "use the county display name including the word `County` and excluding a trailing state suffix", |
| "dedup_key": "county FIPS / GEOID", |
| "percentage_fields": "all percentage fields are plain numbers with exactly three decimal places and no percent sign", |
| "numeric_fields": "population counts and median income are emitted as plain integers without commas", |
| "BarrierPath": "use only ALONE, MOBILE_HOME, NO_VEHICLE, and RENTER_NO_VEHICLE, and when multiple labels apply join them with `+` in the fixed order ALONE+MOBILE_HOME+NO_VEHICLE+RENTER_NO_VEHICLE", |
| "sorting_or_selection": "county name alphabetical ascending", |
| "stop_condition": [ |
| "all candidate counties are validated under the same geography and product settings", |
| "the senior ambulatory-difficulty gate and all barrier-signal gates are checked before the final line is emitted" |
| ] |
| } |
| } |
| } |
|
|
