sensor_fixed_v1 / dataset_info.json
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{
"name": "sensor-fixed-v1",
"condition": "fixed",
"version": "v1",
"description": "Sensor fixed-mapping dataset v1. Cross-domain replication of CS7-fixed-v3 in the ecological sensor monitoring domain. Identical SQL structure and split sizes; vocabulary changed from SQL business domain to sensor phenomena and non-lexical sensor codes. Outer alias pool = {thr,gst,prt,clr,stn,mst,hub,ref}: 4 T1 sensor codes (overlap inner pool) + 4 station-only codes. T1=4, T2=14, T3=0. All inner-only aliases are T2 codes.",
"structural_invariants": {
"outer_aliases": [
"thr",
"gst",
"prt",
"clr",
"stn",
"mst",
"hub",
"ref"
],
"outer_inner_overlap": [
"clr",
"gst",
"prt",
"thr"
],
"inner_only_aliases": [
"brt",
"cnd",
"drt",
"evp",
"flx",
"frs",
"ftu",
"grvl",
"hgr",
"mbl",
"nbl",
"rnfl",
"snw",
"tnd"
],
"inner_aliases": [
"thr",
"gst",
"prt",
"clr",
"rnfl",
"hgr",
"grvl",
"brt",
"mbl",
"nbl",
"evp",
"cnd",
"frs",
"snw",
"flx",
"tnd",
"drt",
"ftu"
],
"inner_alias_imbalance_ratio": "1.0x (perfectly balanced)",
"inner_table_count": 18,
"aliases_per_table": 1,
"inner_alias_never_in_prompt": true
},
"alias_groups": {
"T1": [
"thr",
"gst",
"prt",
"clr"
],
"T2": [
"rnfl",
"hgr",
"grvl",
"brt",
"mbl",
"nbl",
"evp",
"cnd",
"frs",
"snw",
"flx",
"tnd",
"drt",
"ftu"
]
},
"table_alias_map": {
"temperature": "thr",
"wind_speed": "gst",
"air_quality": "prt",
"visibility": "clr",
"rainfall": "rnfl",
"humidity": "hgr",
"soil_moisture": "grvl",
"sunlight": "brt",
"pressure": "mbl",
"cloud_cover": "nbl",
"evaporation": "evp",
"dew_point": "cnd",
"frost": "frs",
"snow_depth": "snw",
"uv_index": "flx",
"lightning": "tnd",
"drought_index": "drt",
"turbidity": "ftu"
},
"alias_intermediate": {
"thr": "thermal",
"gst": "gust",
"prt": "particulate",
"clr": "clarity",
"rnfl": "precipitation",
"hgr": "hygrometer",
"grvl": "gravimetric",
"brt": "brightness",
"mbl": "millibar",
"nbl": "nebulosity",
"evp": "evaporation",
"cnd": "condensation",
"frs": "frost",
"snw": "snow",
"flx": "flux",
"tnd": "thunder",
"drt": "dryness",
"ftu": "murky"
},
"fan_out_by_alias": {
"thr": 1,
"gst": 1,
"prt": 1,
"clr": 1,
"rnfl": null,
"hgr": null,
"grvl": null,
"brt": null,
"mbl": null,
"nbl": null,
"evp": null,
"cnd": null,
"frs": null,
"snw": null,
"flx": null,
"tnd": null,
"drt": null,
"ftu": null
},
"split_sizes": {
"train": 84240,
"val": 9720
},
"examples_per_alias": {
"train": 4680,
"val": 540
},
"generation": {
"seed": 42,
"generated_at": "2026-06-26T22:55:55.318181",
"script": "src/00_data/generate_sensor_fixed_v1.py"
}
}