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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
ruling_id: string
date: timestamp[s]
code: string
product: string
description: string
source: string
text_sha1: string
code_mapped: bool
id: string
candidates: list<item: struct<code: string, text: string>>
child 0, item: struct<code: string, text: string>
child 0, code: string
child 1, text: string
precedents: list<item: struct<ruling_id: string, product: string, description: string, code: string, score: doub (... 4 chars omitted)
child 0, item: struct<ruling_id: string, product: string, description: string, code: string, score: double>
child 0, ruling_id: string
child 1, product: string
child 2, description: string
child 3, code: string
child 4, score: double
gold_rank: int64
gold_in_precedents: bool
is_backfill: bool
sft_kind: string
rationale: string
mode: string
to
{'ruling_id': Value('string'), 'date': Value('timestamp[s]'), 'code': Value('string'), 'product': Value('string'), 'description': Value('string'), 'source': Value('string'), 'text_sha1': Value('string'), 'code_mapped': Value('bool'), 'id': Value('string'), 'candidates': List({'code': Value('string'), 'text': Value('string')}), 'precedents': List({'ruling_id': Value('string'), 'product': Value('string'), 'description': Value('string'), 'code': Value('string'), 'score': Value('float64')}), 'gold_rank': Value('int64'), 'gold_in_precedents': Value('bool'), 'is_backfill': Value('bool')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1835, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 621, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 361, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
ruling_id: string
date: timestamp[s]
code: string
product: string
description: string
source: string
text_sha1: string
code_mapped: bool
id: string
candidates: list<item: struct<code: string, text: string>>
child 0, item: struct<code: string, text: string>
child 0, code: string
child 1, text: string
precedents: list<item: struct<ruling_id: string, product: string, description: string, code: string, score: doub (... 4 chars omitted)
child 0, item: struct<ruling_id: string, product: string, description: string, code: string, score: double>
child 0, ruling_id: string
child 1, product: string
child 2, description: string
child 3, code: string
child 4, score: double
gold_rank: int64
gold_in_precedents: bool
is_backfill: bool
sft_kind: string
rationale: string
mode: string
to
{'ruling_id': Value('string'), 'date': Value('timestamp[s]'), 'code': Value('string'), 'product': Value('string'), 'description': Value('string'), 'source': Value('string'), 'text_sha1': Value('string'), 'code_mapped': Value('bool'), 'id': Value('string'), 'candidates': List({'code': Value('string'), 'text': Value('string')}), 'precedents': List({'ruling_id': Value('string'), 'product': Value('string'), 'description': Value('string'), 'code': Value('string'), 'score': Value('float64')}), 'gold_rank': Value('int64'), 'gold_in_precedents': Value('bool'), 'is_backfill': Value('bool')}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1379, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 956, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
ruling_id string | date timestamp[s] | code string | product string | description string | source string | text_sha1 string | code_mapped bool | id string | candidates list | precedents list | gold_rank int64 | gold_in_precedents bool | is_backfill bool |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
NY N329177 | 2022-11-29T00:00:00 | 9608408000 | a watercolor pencil set and graphite pencils | Images and descriptive information were provided. The first item under consideration is item number 128-148, the “Chroma Blends Mechanical Watercolor Pencil Set. The set consists of eighteen watercolor pencils containing a watercolor soluble 2.00 mm lead, a box of 18 water soluble colored lead refills for replacement, ... | hf | 4a4c6062cb6b8df207069bd9531f8742102adc00 | false | NY_N329177 | [
{
"code": "9609100000",
"text": "Pencils (other than those pencils of heading 9608), crayons, pencil leads, pastels, drawing charcoals, writing or drawing chalks and tailors' chalks > Pencils and crayons, with leads encased in a sheath"
},
{
"code": "9609908000",
"text": "Pencils (other than tho... | [
{
"ruling_id": "NY N262653",
"product": "clutch pencils",
"description": "Item number 347194 is described as “Woodland Mechanical Pencils”. The item is a three-pack of clutch type mechanical pencils. The pencil is comprised of a plastic barrel that contains a plastic tube which holds a pencil lead. At t... | 3 | true | false |
NY g84994 | 2000-12-27T00:00:00 | 8471801000 | "Stackable Ethernet Switch" ES-1200 and "Stackable Ethernet Switch (Slave Unit)" ES-1210 | The merchandise under consideration is the ES-1200 Stackable Ethernet Switch and the ES-1210 Stackable Ethernet Switch (Slave Unit). As described in you letter and attached literature, the ES-1200 Ethernet Switch is a Local Area Network (LAN) Ethernet Switch. Ethernet switches segment a LAN into many parallel-dedicated... | hf | c2e387364a62d729cf985467433fd169a3f839ed | true | NY_g84994 | [
{
"code": "8471801000",
"text": "Automatic data processing machines and units thereof; magnetic or optical readers, machines for transcribing data onto data media in coded form and machines for processing such data, not elsewhere specified or included > Other units of automatic data processing machines > Co... | [
{
"ruling_id": "NY f88313",
"product": "a “Mini I/O Adapter”",
"description": "(TAIS). The I/O adapter is used with Toshiba PC models that do not have external serial, parallel, and PS/2 ports incorporated into the cabinet. This adapter allows for electrical signal connection of the PC to an external mo... | 1 | true | false |
HQ H200443 | 2014-09-08T00:00:00 | 3926206000 | a plastic coat | The one-size coat consists of a front panel (approximately 53 inches) and a back panel (approximately 38 inches) that cover the wearer down to the feet in front. The coat features a permanently attached hood with a locking draw cord and visor, two snaps at the neck and a 9 inch front opening secured by a hook and loop ... | hf | ccfd13a4cf3381c0ddccd0d2a21d97f47f7829c9 | false | HQ_H200443 | [
{
"code": "6102302010",
"text": "Women's or girls' overcoats, carcoats, capes, cloaks, anoraks (including ski-jackets), windbreakers and similar articles, knitted or crocheted, other than those of heading 6104 > Of man-made fibers > Other > Other > Women's"
},
{
"code": "6102200010",
"text": "Wo... | [
{
"ruling_id": "NY g89386",
"product": "a woman’s coat",
"description": "Your submitted sample, style 14405, is a 85% acrylic and 15% mohair knit woman’s coat. The garment features a hood, long sleeves with hemmed ends, a full frontal opening with two hook and loop closures, two pockets in the waist are... | 4 | true | false |
NY N327827 | 2022-08-31T00:00:00 | 8481801085 | brass supply valves with hammer arrestors | Descriptive information and part numbers were provided. Five items are under consideration, model numbers 88674, 88672, 88661, 88666 and 88660. Each item consists of hammer arresters welded to a brass supply ball valve. The hammer arresters absorb back water pressure as the internal air float with a sliding piston slid... | hf | b2a2c658ab2d625cce563de663e3bccbe139e0c7 | false | NY_N327827 | [
{
"code": "8481801085",
"text": "Taps, cocks, valves and similar appliances, for pipes, boiler shells, tanks, vats or the like, including pressure-reducing valves and thermostatically controlled valves; parts thereof > Other appliances > Hand operated > Of copper > Having a pressure rating of 850 kPa or ove... | [
{
"ruling_id": "NY N327576",
"product": "a supply valves",
"description": "Five items are under consideration. Two items are brass supply valves with hammer arresters and adapters, model numbers 88300 and 6408PHA. Each item primarily consists of a ball valve, a hammer arrester, and an adapter. Each ball... | 1 | true | false |
NY N276501 | 2016-06-28T00:00:00 | 6110303053 | men’s and boys’ pullovers | The submitted sample, Style 5542 “Edge Pullover,” is a men’s cut and sewn pullover constructed of 100% polyester, finely knit fabric that is napped on the inside surface. The fabric measures 36 stitches per two centimeters counted in the horizontal direction. The garment has a neckline with a self-fabric insert located... | hf | a85a66baf1697af67d82e5e0cde1122a524e92ea | false | NY_N276501 | [
{
"code": "6110303053",
"text": "Sweaters, pullovers, sweatshirts, waistcoats (vests) and similar articles, knitted or crocheted > Of man-made fibers > Other > Other > Other > Other > Other > Men's or boys' > Other"
},
{
"code": "6110202069",
"text": "Sweaters, pullovers, sweatshirts, waistcoats... | [
{
"ruling_id": "NY N260588",
"product": "men’s and boys’ knit pullovers",
"description": "The submitted sample, Style 5518 “Striped Up Hoody,” is a men’s cut and sewn pullover constructed from 100% polyester, finely knit fabric that is brushed on the inside surface. The fabric measures 34 stitches per t... | 1 | true | false |
NY g81354 | 2000-09-28T00:00:00 | 6211118010 | a men’s swimsuit | Your submitted sample, style 005-3062 is a men’s 70% cotton and 30% nylon woven bathing suit, imported in regular sizes. The garment features an enclosed elasticized waist, an adjustable drawstring, a mesh liner, an internal coin pocket, a back pocket that is partially mesh with a hook and loop closure, and hemmed bott... | hf | 994ba7c979694af279fe934669fbd0f42c61d379 | false | NY_g81354 | [
{
"code": "6211111010",
"text": "Track suits, ski-suits and swimwear; other garments > Swimwear > Men's or boys' > Of man-made fibers > Men's"
},
{
"code": "6110303030",
"text": "Sweaters, pullovers, sweatshirts, waistcoats (vests) and similar articles, knitted or crocheted > Of man-made fibers ... | [
{
"ruling_id": "NY g80708",
"product": "a men’s swimsuit",
"description": "Your submitted sample, style FL2348, is a men’s 100% nylon woven bathing suit. The garment features an enclosed elasticized waist, an adjustable drawstring, a mesh liner, front side slash pockets that are partially mesh, a flappe... | 4 | true | false |
HQ H243033 | 2013-06-12T00:00:00 | 3926209050 | a women’s jacket | Style IC8729 is a women’s waist length jacket. It is composed of 100% polyurethane plastic material with a knit fabric backing. The collarless jacket features the following: long sleeves with zippers, a full lining, a full off-center zipper closure with snap, two horizontal zippered pockets at the waist, a vertical zip... | hf | d6775a4ccb454f3fbea58ddd88188c2a5117faa5 | false | HQ_H243033 | [
{
"code": "3926209050",
"text": "Other articles of plastics and articles of other materials of headings 3901 to 3914 > Articles of apparel and clothing accessories (including gloves, mittens and mitts) > Other > Other > Other"
},
{
"code": "6204322030",
"text": "Women's or girls' suits, ensemble... | [
{
"ruling_id": "NY J82207",
"product": "women’s jacket",
"description": "The submitted sample, style #3737 is a women’s jacket made of 100% polyurethane cellular plastic material with a knit polyester backing. The jacket has a stand up collar, two side zipper pockets, one zipper breast pocket, elasticiz... | 1 | true | false |
NY N287335 | 2017-07-06T00:00:00 | 2933592100 | Meclizine Dihydrochloride (CAS No. 1104-22-9) in bulk powder form, | It is used in the treatment of motion sickness ranging from nausea and vomiting, to dizziness and vertigo. Meclizine is also known as Meclozine (INN). | hf | b92fb9cdbef5db61d2bd91268e3ea43a816aa0f5 | false | NY_N287335 | [
{
"code": "2933394100",
"text": "Heterocyclic compounds with nitrogen hetero-atom(s) only > Compounds containing an unfused pyridine ring (whether or not hydrogenated) in the structure > Other > Other > Drugs > Other"
},
{
"code": "2939690000",
"text": "Alkaloids, natural or reproduced by synthe... | [
{
"ruling_id": "NY N018663",
"product": "Meclizine (CAS-569-65-3) in bulk form,",
"description": "The subject product, Meclizine, also known as Meclozine (INN), is an antihistamine and is also considered to be an antiemetic. It is used in the treatment of motion sickness ranging from nausea and vomiting... | 3 | true | false |
HQ H299302 | 2018-07-24T00:00:00 | 8544300000 | a USB/LVDS Connector cable | The item concerned is a USB/LVDS connector cable, (Part # HPC1900). The cable consists of 4 insulated conductors surrounded by both a foil shield and then a wire braided shield, all within an insulating outer jacket. Each end of this cable is terminated with an automotive spring lock type of electrical connector. This ... | hf | 683124d7d32f0fa3414a03fe15a80232ea22f54b | false | HQ_H299302 | [
{
"code": "8544422000",
"text": "Insulated (including enameled or anodized) wire, cable (including coaxial cable) and other insulated electric conductors, whether or not fitted with connectors; optical fiber cables, made up of individually sheathed fibers, whether or not assembled with electric conductors o... | [
{
"ruling_id": "NY L87450",
"product": "a USB Cable",
"description": "The merchandise under consideration is the Sony Ericsson DCU-11 Universal Serial Bus (USB) Cable. The DCU-11 Cable is equipped with Universal Serial Bus (USB) interface electronics at one end of the cable. A separate connector located... | 2 | true | false |
NY M85568 | 2006-08-16T00:00:00 | 6110202069 | men’s knitted garments from China | Style Number: S6HG0003 Garment Description: Men’s 60% cotton, 40%acrylic, jersey knit, polo-style pullover, rib knit spread collar, placket with two button closures, long sleeves with rib knit cuffs, rib knit bottom. Quota and visa status are the result of international agreements that are subject to frequent renegotia... | hf | b5bebab0b02983d858cb68a5e28a0b1225c27b74 | false | NY_M85568 | [
{
"code": "6110303057",
"text": "Sweaters, pullovers, sweatshirts, waistcoats (vests) and similar articles, knitted or crocheted > Of man-made fibers > Other > Other > Other > Other > Other > Women's or girls' > Knit to shape articles described in statistical note 6 to this chapter"
},
{
"code": "61... | [
{
"ruling_id": "NY M83170",
"product": "men’s knitted garments from China",
"description": "Style Number: S87059 Garment Description: Men’s pullover, 100% acrylic, jersey knit, rib knit V-neckline, long sleeves with rib knit cuffs, rib knit bottom. The neckline must be delineated by a clear and continuo... | 2 | true | false |
NY N294301 | 2018-02-28T00:00:00 | 6404193960 | footwear | Style NWQUESTFORU is a woman’s closed-toe, closed-heel, above-the-ankle, below-the-knee, slip-on, dress boot. The boot measures approximately 18 inches in height, including a 3 ½ inch attached heel. The upper is made from textile material, bovine leather suede, and decorated with ostrich feathers. The ostrich feathers ... | hf | 1cb554eef588f91cf9d6174a0ccd4ad551df476e | false | NY_N294301 | [
{
"code": "6404193960",
"text": "Footwear with outer soles of rubber, plastics, leather or composition leather and uppers of textile materials > Footwear with outer soles of rubber or plastics > Other > Footwear with open toes or open heels; footwear of the slip-on type, that is held to the foot without the... | [
{
"ruling_id": "NY N275352",
"product": "footwear",
"description": "The submitted sample, identified as Style 203751, is a girl’s closed-toe, closed-heel, slip-on boot that measures approximately 6½ in height, and covers the ankle. The upper is made from 100 percent synthetic textile material that simul... | 1 | true | false |
NY f86786 | 2001-02-14T00:00:00 | 9208100000 | a Santa figure incorporating a wind up musical movement | You have submitted a sample of a wind up musical tabletop decoration consisting of a 20-inch high Santa figure with porcelain face and hands and textile clothing. The Santa also has a gift chest on a wooden base. | hf | e69c59d11feb176f75934390630a4af1c0abfa04 | false | NY_f86786 | [
{
"code": "9505102500",
"text": "Festive, carnival or other entertainment articles, including magic tricks and practical joke articles; parts and accessories thereof > Articles for Christmas festivities and parts and accessories thereof > Christmas ornaments > Other > Other"
},
{
"code": "9208100000... | [
{
"ruling_id": "HQ 962955",
"product": "music boxes",
"description": "The samples submitted consist of the following decorative music boxes: style number M27T2311TA, that measures approximately 7 ¾ inches in height by 6 inches at its widest point. It depicts a glazed porcelain angel-like figurine on swi... | 2 | true | false |
NY N318153 | 2021-03-26T00:00:00 | 6104432010 | a women’s dress | Style NESSA440 is a women’s dress constructed from 82 percent polyester and 18 percent elastane knit fabric. The outer surface of the garment’s fabric measures more than nine stitches per two centimeters in the direction the stitches were formed. The dress features a round capped neckline with a five inch partial zippe... | hf | db13bb440aefb99a35b81f710b535f27ab10d432 | false | NY_N318153 | [
{
"code": "6110303059",
"text": "Sweaters, pullovers, sweatshirts, waistcoats (vests) and similar articles, knitted or crocheted > Of man-made fibers > Other > Other > Other > Other > Other > Women's or girls' > Other"
},
{
"code": "6204434030",
"text": "Women's or girls' suits, ensembles, suit-... | [
{
"ruling_id": "HQ H307154",
"product": "a women’s dress",
"description": "Style FOQ6249780 is a women’s dress, which you state, is constructed from 65 percent polyester and 35 percent metallic knit fabric. The dress features adjustable spaghetti straps, a sweetheart neckline, a multi contrasting colore... | 5 | true | false |
NY N325438 | 2022-08-11T00:00:00 | 6810990080 | an artificial stone surface | The merchandise under consideration is referred to as “dolomite stone surface. This analysis has been completed. From the information you provided, this surface consists of natural dolomite sand and quartz agglomerated with resin. It will be imported in slabs which measure 320 centimeters long by 160 centimeters wide b... | hf | 6919ebd41ed9682cdf9a435ba7d3dc9627675b63 | false | NY_N325438 | [
{
"code": "6810990080",
"text": "Articles of cement, of concrete or of artificial stone, whether or not reinforced > Other articles > Other > Other"
},
{
"code": "7020006000",
"text": "Other articles of glass > Other"
},
{
"code": "6802930025",
"text": "Worked monumental or building ... | [
{
"ruling_id": "NY N302145",
"product": "artificial stone surfaces",
"description": "The merchandise under consideration is referred to as Cultured Marble Vanity Tops. This analysis has been completed. From the information you provided, the Cultured Marble Vanity Tops consist of a molded surface with an... | 1 | true | false |
NY N290540 | 2017-10-02T00:00:00 | 9505906000 | a costume | The submitted sample, identified as style number CS18-0096, Grumpy Old Man Costume, consists of an adult, long sleeved, knitted man-made fiber belted bathrobe and a PVC mask. | hf | 977dfae0f77dfbf97f08e2219e8b899bb9d42a85 | false | NY_N290540 | [
{
"code": "9505906000",
"text": "Festive, carnival or other entertainment articles, including magic tricks and practical joke articles; parts and accessories thereof > Other > Other"
},
{
"code": "6103109050",
"text": "Men's or boys' suits, ensembles, suit-type jackets, blazers, trousers, bib an... | [
{
"ruling_id": "NY N262133",
"product": "costumes",
"description": "The first submitted sample, identified as the Old Man Costume, item number 5148354, consists of an adult’s pullover and mask.",
"code": "9505906000",
"score": 0.402
},
{
"ruling_id": "NY N280786",
"product": "a costu... | 1 | true | false |
NY N022538 | 2008-02-08T00:00:00 | 6402200000 | footwear | The submitted half pair sample, identified as style AR96101, is a men’s open-toe, open-heel, flip-flop sandal that has a rubber/plastics material upper and sole. This slip-on sandal has a one-piece molded rubber/plastics material upper consisting of “V” shape configured straps with a toe thong, the ends of which penetr... | hf | 46bf78f30794161c7f0b4db078d08903dae680bc | false | NY_N022538 | [
{
"code": "6402200000",
"text": "Other footwear with outer soles and uppers of rubber or plastics > Footwear with upper straps or thongs assembled to the sole by means of plugs (zoris)"
},
{
"code": "6402993165",
"text": "Other footwear with outer soles and uppers of rubber or plastics > Other f... | [
{
"ruling_id": "NY N015448",
"product": "footwear",
"description": "The submitted sample, which is described only as a “Plastic sandal,” is an open-toe, open-heel, flip-flop sandal that has a rubber/plastics material upper and sole. This slip-on sandal has a one-piece molded rubber/plastics material upp... | 1 | true | false |
NY g85783 | 2001-02-12T00:00:00 | 4202926091 | compact disk wallets | The sample submitted is identified as style numbers CT0727 and SA70376. The item is a carrying case specially designed to protect/transport 24 compact disks during travel. It is manufactured with an exterior surface of 100 percent cotton canvas fabric. It measures approximately 6 ¾” x 6” x 2”. The article is secured by... | hf | 9ef7403818867516f7c76604d7df318bf78faaf8 | false | NY_g85783 | [
{
"code": "4202921500",
"text": "Trunks, suitcases, vanity cases, attache cases, briefcases, school satchels, spectacle cases, binocular cases, camera cases, musical instrument cases, gun cases, holsters and similar containers; traveling bags, insulated food or beverage bags, toiletry bags, knapsacks and ba... | [
{
"ruling_id": "HQ 561660",
"product": "a CD Wallet",
"description": "The sample submitted, identified as style 55242/70362, is a bifold compact disk holder designed to protect and transport compact disks during travel. It is manufactured with an exterior surface of 100 percent cotton woven fabric. The ... | 3 | true | false |
NY N334323 | 2023-08-18T00:00:00 | 4202221500 | a handbag | The article is a handbag constructed with an outer surface of plastic sheeting. It is designed and sized to contain the small personal effects that are carried on a daily basis. It has a zipper closure, a detachable wrist strap, a detachable shoulder strap, several slot pockets, a middle divider, and two open storage c... | hf | f66c3eaa47786e970896cbf0b1062fc0c106195f | false | NY_N334323 | [
{
"code": "4202221500",
"text": "Trunks, suitcases, vanity cases, attache cases, briefcases, school satchels, spectacle cases, binocular cases, camera cases, musical instrument cases, gun cases, holsters and similar containers; traveling bags, insulated food or beverage bags, toiletry bags, knapsacks and ba... | [
{
"ruling_id": "NY N267439",
"product": "a handbag",
"description": "You referred to your sample as prototype #12585. It is a handbag constructed with an outer surface of plastic sheeting. It is designed and sized to contain the small personal effects that would normally be carried on a daily basis. The... | 1 | true | false |
NY N135117 | 2010-12-17T00:00:00 | 3923500000 | plastic grinder tops | The grinder top, including the grinding mechanism, is composed entirely of molded acrylic plastic. After importation, the grinder top will be attached to a filled spice bottle and then sold with the spice bottle. | hf | f939f4bbd81a9b209a0fba0276ea60e75e904319 | true | NY_N135117 | [
{
"code": "3924104000",
"text": "Tableware, kitchenware, other household articles and hygienic or toilet articles, of plastics > Tableware and kitchenware > Other"
},
{
"code": "6804221000",
"text": "Millstones, grindstones, grinding wheels and the like, without frameworks, for grinding, sharpen... | [
{
"ruling_id": "NY K89035",
"product": "Sugar",
"description": "The container has a built-in grinder so the sugar can be freshly ground into coffee or onto baked goods or ice cream.",
"code": "1701915400",
"score": 0.118
},
{
"ruling_id": "NY N034868",
"product": "a plastic water bot... | 3 | true | false |
End of preview.
Open-set 10-digit HTSUS classification from CBP rulings (benchmark v2)
Product description → the single 10-digit US tariff code CBP assigned. Built 2026-11-02 for a Gauntlet AI project testing whether domain fine-tuning improves a small model on this task.
| File | Items | What |
|---|---|---|
test.jsonl |
500 | CBP rulings issued 2025-08-07 → 2026-10-09 (fetched from CROSS; after every training ruling). Frozen. |
dev.jsonl |
300 | Rulings 2024-01 → 2025-08-01. Frozen; used for every development decision. |
atlas_test.jsonl |
200 | The ATLAS benchmark test split (arXiv 2509.18400), question and label only, for closed-book comparison. |
train.jsonl |
27,841 | Training rulings (≤ 2025-08-01), each with its retrieval context (5 earlier rulings, 20 HTSUS lines). |
train_mix.jsonl |
10,872 | The exact training file of the released model: rationales ×3, replay, backfilled rulings. |
Each item: ruling_id, date, code (10 digits), product (CBP's subject line), description (verbatim fact
sentences with answer-revealing sentences removed), candidates and precedents (retrieval), gold_rank.
Rules: one product and one primary current code per ruling; descriptions never contain the code's heading or
subheading digits; dev and test items with a near-copy among earlier rulings were dropped; training rulings that
resemble ATLAS test items were removed; labels come only from CBP rulings and the USITC HTSUS export of 2026-10-30.
SHA-256 checksums: SHA256SUMS.
Sources and terms: CBP rulings are US government works. The ATLAS split comes from the public copy
Dayanand314Krishna/cross_rulings_hts_dataset_for_tariffs (Apache-2.0). This dataset adds no personal data beyond what
CBP publishes in its rulings.
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