SemiHS-Bench / data /MANIFEST.json
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{
"by_source_tier1": {
"eval": {
"BOL": 318,
"catalog": 582
},
"train": {
"BOL": 575,
"catalog": 325
}
},
"coverage_note": "Two matched 900-record splits (eval and train) drawn from the expert-validated catalog and bill-of-lading pools. The splits share identical HS6 coverage but differ in per-code counts and source mix; per-split distributions are reported separately below. Catalog gold labels are the domain-expert verdict; confidence_tier reflects the expert assessment. Balanced by water-fill across every HS4 code, then HS6 within each.",
"distributions": {
"eval": {
"boundary_records": {
"tagged": 718,
"untagged": 182
},
"by_confidence_tier": {
"high": 525,
"low": 3,
"medium": 372
},
"by_difficulty_tag": {
"2804_gas_purity": 24,
"3707_photochemical": 29,
"8471_adp_splits": 16,
"8486_process_stage": 81,
"8504_power_splits": 81,
"8536_connection_splits": 38,
"8541_siblings": 81,
"8541_vs_8542": 55,
"8542_ic_function": 81,
"9027_analysis_splits": 6,
"9030_measurement_splits": 81,
"9031_inspection_splits": 81,
"amplifier_boundary": 7,
"cable_vs_connector": 6,
"crystal_substrate_boundary": 16,
"display_module_boundary": 2,
"doped_vs_undoped": 18,
"furnace_boundary": 20,
"led_device_vs_luminaire": 3,
"machine_with_function": 4,
"parts_attribution": 13,
"sensor_boundary": 15,
"storage_boundary": 45
},
"by_hs2": {
"28": 73,
"37": 29,
"38": 57,
"71": 5,
"73": 2,
"76": 8,
"84": 166,
"85": 379,
"90": 179,
"94": 2
},
"by_hs4": {
"2804": 24,
"2805": 4,
"2826": 16,
"2844": 1,
"2850": 28,
"3707": 29,
"3818": 57,
"7104": 5,
"7320": 1,
"7326": 1,
"7616": 8,
"8443": 1,
"8471": 16,
"8473": 68,
"8486": 81,
"8504": 81,
"8513": 2,
"8514": 22,
"8516": 1,
"8517": 11,
"8518": 1,
"8523": 34,
"8524": 3,
"8526": 2,
"8536": 38,
"8538": 3,
"8541": 81,
"8542": 81,
"8543": 7,
"8544": 12,
"9001": 2,
"9013": 1,
"9025": 7,
"9027": 6,
"9029": 1,
"9030": 81,
"9031": 81,
"9405": 2
},
"by_hs6": {
"280410": 4,
"280440": 15,
"280461": 5,
"280530": 4,
"282612": 1,
"282619": 15,
"284430": 1,
"285000": 28,
"370710": 3,
"370790": 26,
"381800": 57,
"710499": 5,
"732090": 1,
"732690": 1,
"761699": 8,
"844332": 1,
"847130": 1,
"847150": 15,
"847330": 68,
"848610": 20,
"848620": 21,
"848640": 20,
"848690": 20,
"850431": 27,
"850440": 26,
"850450": 27,
"850490": 1,
"851310": 2,
"851419": 22,
"851680": 1,
"851762": 11,
"851840": 1,
"852351": 34,
"852491": 3,
"852691": 2,
"853610": 1,
"853650": 16,
"853669": 21,
"853890": 3,
"854110": 9,
"854121": 9,
"854129": 9,
"854130": 9,
"854141": 9,
"854142": 8,
"854149": 9,
"854151": 9,
"854160": 9,
"854190": 1,
"854231": 20,
"854232": 20,
"854233": 20,
"854239": 21,
"854370": 7,
"854442": 12,
"900190": 2,
"901380": 1,
"902519": 6,
"902590": 1,
"902710": 4,
"902750": 2,
"902910": 1,
"903033": 4,
"903039": 2,
"903040": 1,
"903082": 36,
"903084": 2,
"903090": 36,
"903141": 26,
"903149": 4,
"903180": 40,
"903190": 11,
"940542": 2
},
"by_segment": {
"component": 413,
"end_product": 34,
"equipment": 113,
"material": 164,
"metrology": 176
}
},
"train": {
"boundary_records": {
"tagged": 753,
"untagged": 147
},
"by_confidence_tier": {
"high": 566,
"low": 11,
"medium": 323
},
"by_difficulty_tag": {
"2804_gas_purity": 24,
"3707_photochemical": 28,
"8471_adp_splits": 18,
"8486_process_stage": 81,
"8504_power_splits": 78,
"8536_connection_splits": 38,
"8541_siblings": 83,
"8541_vs_8542": 37,
"8542_ic_function": 81,
"9027_analysis_splits": 6,
"9030_measurement_splits": 79,
"9031_inspection_splits": 79,
"amplifier_boundary": 6,
"cable_vs_connector": 15,
"crystal_substrate_boundary": 18,
"display_module_boundary": 3,
"doped_vs_undoped": 33,
"furnace_boundary": 9,
"led_device_vs_luminaire": 8,
"machine_with_function": 2,
"parts_attribution": 10,
"populated_board_boundary": 14,
"process_vs_metrology": 6,
"sensor_boundary": 37,
"storage_boundary": 72
},
"by_hs2": {
"28": 74,
"37": 28,
"38": 56,
"71": 5,
"73": 4,
"76": 8,
"84": 169,
"85": 379,
"90": 175,
"94": 2
},
"by_hs4": {
"2804": 24,
"2805": 4,
"2826": 16,
"2844": 3,
"2850": 27,
"3707": 28,
"3818": 56,
"7104": 5,
"7320": 3,
"7326": 1,
"7616": 8,
"8443": 3,
"8471": 18,
"8473": 67,
"8486": 81,
"8504": 78,
"8513": 5,
"8514": 21,
"8516": 1,
"8517": 11,
"8518": 1,
"8523": 33,
"8524": 3,
"8526": 2,
"8536": 38,
"8538": 3,
"8541": 83,
"8542": 81,
"8543": 7,
"8544": 12,
"9001": 2,
"9013": 1,
"9025": 7,
"9027": 6,
"9029": 1,
"9030": 79,
"9031": 79,
"9405": 2
},
"by_hs6": {
"280410": 4,
"280440": 15,
"280461": 5,
"280530": 4,
"282612": 1,
"282619": 15,
"284430": 3,
"285000": 27,
"370710": 3,
"370790": 25,
"381800": 56,
"710499": 5,
"732090": 3,
"732690": 1,
"761699": 8,
"844332": 3,
"847130": 3,
"847150": 15,
"847330": 67,
"848610": 20,
"848620": 21,
"848640": 20,
"848690": 20,
"850431": 26,
"850440": 25,
"850450": 26,
"850490": 1,
"851310": 5,
"851419": 21,
"851680": 1,
"851762": 11,
"851840": 1,
"852351": 33,
"852491": 3,
"852691": 2,
"853610": 1,
"853650": 16,
"853669": 21,
"853890": 3,
"854110": 9,
"854121": 9,
"854129": 9,
"854130": 9,
"854141": 9,
"854142": 10,
"854149": 9,
"854151": 9,
"854160": 9,
"854190": 1,
"854231": 20,
"854232": 20,
"854233": 20,
"854239": 21,
"854370": 7,
"854442": 12,
"900190": 2,
"901380": 1,
"902519": 6,
"902590": 1,
"902710": 4,
"902750": 2,
"902910": 1,
"903033": 4,
"903039": 2,
"903040": 1,
"903082": 35,
"903084": 2,
"903090": 35,
"903141": 25,
"903149": 4,
"903180": 39,
"903190": 11,
"940542": 2
},
"by_segment": {
"component": 410,
"end_product": 41,
"equipment": 114,
"material": 163,
"metrology": 172
}
}
},
"hashes": {
"file_sha256": {
"eval.json": "c0e509f66525740f27d554fa362e029e50d75984910ca1f0e5451221ac3602da",
"hs6_descriptions.csv": "6f846068b5c1c539b0f3e5e3422356c7b3a1f52f791faaa0e9f3213b80c2f45b",
"record_schema.json": "7f315b0c825cb7daae3744137ab7aede78b81e4c84dd99a5df7bb745d760db4b",
"reference_corpus.jsonl": "69468c6732313da04548897837155dcefa528d10aec9722ecfbd2cb33dc209ec",
"reference_corpus_schema.json": "023307ff7190cc31d9fd1cbade3a6dc68124ac2d2a73c4265c1bfb71edad4e06",
"taxonomy.csv": "cd004946190c67d656542c07ded023d0502ccaf117ba53a58b27994c6f72de8f",
"train.json": "f4550b96c6fbbbc1167e7b8610130daf87fab4f3d287be68142d0b4f9ce58063"
}
},
"hs4_allocation": {
"eval": {
"2804": 24,
"2805": 4,
"2826": 16,
"2844": 1,
"2850": 28,
"3707": 29,
"3818": 57,
"7104": 5,
"7320": 1,
"7326": 1,
"7616": 8,
"8443": 1,
"8471": 16,
"8473": 68,
"8486": 81,
"8504": 81,
"8513": 2,
"8514": 22,
"8516": 1,
"8517": 11,
"8518": 1,
"8523": 34,
"8524": 3,
"8526": 2,
"8536": 38,
"8538": 3,
"8541": 81,
"8542": 81,
"8543": 7,
"8544": 12,
"9001": 2,
"9013": 1,
"9025": 7,
"9027": 6,
"9029": 1,
"9030": 81,
"9031": 81,
"9405": 2
},
"train": {
"2804": 24,
"2805": 4,
"2826": 16,
"2844": 3,
"2850": 27,
"3707": 28,
"3818": 56,
"7104": 5,
"7320": 3,
"7326": 1,
"7616": 8,
"8443": 3,
"8471": 18,
"8473": 67,
"8486": 81,
"8504": 78,
"8513": 5,
"8514": 21,
"8516": 1,
"8517": 11,
"8518": 1,
"8523": 33,
"8524": 3,
"8526": 2,
"8536": 38,
"8538": 3,
"8541": 83,
"8542": 81,
"8543": 7,
"8544": 12,
"9001": 2,
"9013": 1,
"9025": 7,
"9027": 6,
"9029": 1,
"9030": 79,
"9031": 79,
"9405": 2
}
},
"hs_version": "HS2022",
"ready_for_distribution": true,
"record_count": {
"eval": 900,
"total": 1800,
"train": 900
},
"reference_corpus": {
"by_jurisdiction": {
"EU-AT": 1,
"EU-BG": 1,
"EU-CZ": 11,
"EU-DE": 91,
"EU-DK": 3,
"EU-EN": 164,
"EU-ES": 2,
"EU-FR": 45,
"EU-HU": 2,
"EU-IT": 17,
"EU-NL": 38,
"EU-PL": 11,
"EU-SK": 3,
"JP": 100,
"US": 400
},
"by_source": {
"CROSS": 400,
"EBTI": 389,
"JP_CUSTOMS": 100
},
"entries": 889
},
"schema_version": "2.0.0",
"split_scheme": "matched train + eval splits (900 records each, identical HS6 coverage)"
}