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"task_id": "census_002",
"domain": "CENSUS_GOV",
"autonomy_type": "ordered table",
"oracle_output_cardinality": 5,
"instruction": "我想基于 2015–2019 年 American Community Survey 五年估计数据，在新墨西哥州各县中筛选出同时具有较大租户规模、明显语言障碍、网络接入不足、交通不便、收入偏低和租住压力的县。请以这份数据中的新墨西哥州县级数据为范围，并使用同一份数据里的 New Mexico 全州值作为比较基准；先筛出至少有 2,500 个租房住户、且至少有 500 个英语能力有限住户的县，再保留同时满足以下条件的县：英语能力有限住户占比高于全州；无互联网接入住户占比高于全州；无车住户占比高于全州；家庭收入中位数低于全州。随后核对租房住户的住房压力指标，只保留满足以下至少一项的县：租房住户中租金收入比达到 35% 及以上的占比高于全州，或租房住户中每房间人数大于 1 的占比高于全州；如果两项都满足，需一并标出。最后，请将所有符合条件的县按县名字母顺序输出为一行；每个县写成 County|RenterHH|LEPHH|LEPSharePct|NoInternetPct|NoVehiclePct|SevereRentBurdenPct|CrowdedRenterPct|MedianIncome|StressPath，县与县之间用英文逗号分隔；其中 StressPath 只能写 RENT、CROWD 或 BOTH。百分比字段保留三位小数，不加百分号。",
"start_url": "https://data.census.gov/advanced",
"output_format": "请将所有符合条件的县按县名字母顺序输出为一行；每个县写成 County|RenterHH|LEPHH|LEPSharePct|NoInternetPct|NoVehiclePct|SevereRentBurdenPct|CrowdedRenterPct|MedianIncome|StressPath，县与县之间用英文逗号分隔；其中 StressPath 只能写 RENT、CROWD 或 BOTH。百分比字段保留三位小数，不加百分号。",
"oracle_answer": "Doña Ana County|28729|7883|10.127|22.612|6.079|44.172|6.391|40973|BOTH,Luna County|3482|1109|12.455|34.030|8.165|42.700|1.407|29360|RENT,McKinley County|6090|1610|7.688|50.587|10.978|27.568|16.256|33834|CROWD,San Miguel County|3443|1200|10.337|38.470|7.684|47.376|2.440|30946|RENT,Taos County|2854|652|5.387|28.844|5.726|48.823|4.555|38329|RENT",
"metadata": {
"State-Gated Retrieval": [
"只使用 2015-2019 American Community Survey 5-year estimates 的 New Mexico 县级数据，并使用同一发布中的 New Mexico 全州值作为比较基准。",
"候选县必须至少有 2,500 个租房住户、至少 500 个英语能力有限住户，并且 LEP 占比、无互联网占比、无车占比均高于全州，同时家庭收入中位数低于全州。",
"LEPHH 必须由 C16002 中全部四个 limited-English 语言分组合并计算；最后只保留 Severe Rent Burden 或 Crowded Renter 至少一项高于全州的县，并按规则写出 StressPath。"
],
"dependency_type": "Data + Control",
"intra_chain": true,
"inter_chain": true,
"data_dependency": [
"the 2015-2019 ACS 5-year county geography yields New Mexico county candidates and the statewide baseline row",
"C16002 and the downstream housing/income tables yield LEPHH, LEP share, no-internet share, no-vehicle share, severe rent burden, crowded-renter share, and median income for counties and the state baseline",
"final rows are produced only after the LEPHH numerator is computed from all four limited-English language groups and the downstream stress-path filters are applied"
],
"control_dependency": [
"the LEPHH numerator must be computed from all four limited-English language groups in C16002 rather than from Spanish-only counts",
"county eligibility and StressPath labels must be determined from the LEPHH measure and statewide LEP baseline defined under that full four-group calculation",
"the RENT / CROWD / BOTH classification must be determined by evaluating the same county set against both downstream housing-stress branches"
],
"freeze": {
"historical_window": "2015-2019 American Community Survey 5-year estimates for New Mexico counties, using the New Mexico statewide row from the same release as the comparison baseline"
},
"answer_type": "multi-row ordered table"
},
"rubric": {
"inclusion_conditions": [
"只使用 2015-2019 American Community Survey 5-year estimates 的 New Mexico 县级数据，并使用同一发布中的 New Mexico 全州值作为比较基准。",
"候选县必须至少有 2,500 个租房住户、至少 500 个英语能力有限住户，并且 LEP 占比、无互联网占比、无车占比均高于全州，同时家庭收入中位数低于全州。",
"LEPHH 必须由 C16002 中全部四个 limited-English 语言分组合并计算；最后只保留 Severe Rent Burden 或 Crowded Renter 至少一项高于全州的县，并按规则写出 StressPath。"
],
"exclusion_conditions": [
"排除把西班牙语 limited-English 住户单独当作全部 LEPHH 的结果。",
"排除未使用同一发布中全州基准、或未重算 LEPHH/LEPSharePct/LEPShare_state 的结果。",
"排除不满足 RENT、CROWD 或 BOTH 最终压力路径条件的县。"
],
"normalization": {
"field_separator": "|",
"record_separator": ",",
"schema": [
"County",
"RenterHH",
"LEPHH",
"LEPSharePct",
"NoInternetPct",
"NoVehiclePct",
"SevereRentBurdenPct",
"CrowdedRenterPct",
"MedianIncome",
"StressPath"
],
"county": "use the county display name including the word `County` and excluding a trailing state suffix",
"dedup_key": "county FIPS / GEOID",
"LEPHH": "sum the four designated limited-English-proficient renter-household cells before emitting the integer total",
"percentage_fields": "all percentage fields are plain numbers with exactly three decimal places and no percent sign",
"numeric_fields": "household counts and median income are emitted as plain integers without commas",
"StressPath": {
"allowed_values": [
"RENT",
"CROWD",
"BOTH"
],
"rule": "emit BOTH only when both the severe-rent-burden and crowded-renter signals survive; otherwise emit the single surviving label"
},
"sorting_or_selection": "county name alphabetical ascending",
"stop_condition": [
"all candidate counties are validated under the same geography and product settings",
"the renter scope and LEP aggregation are checked before the final line is emitted"
]
}
}
}
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