xianyu9n/domain_field_classifying_cleaned

domainfieldclassifyingcleaned

This is a derived, leakage-cleaned copy of the public wantRP/domain_field_classifying dataset. It contains the two shougang variants:

• —shougang-10000/
• —shougang-5415/

For each variant, all.json, train.json, val.json, and test.json are provided.

Cleaning provenance

Rows whose content fingerprint matched any row in the three splits of the shougang-native-release-b SFT release were removed from every split. The fingerprint is the exact tuple:

• —metadata.field_name
• —metadata.table_name
• —metadata.field_description
• —metadata.table_description
• —data_level (or the corresponding release label)

Stable IDs were not sufficient because the source datasets use different UUID lineages. The downloaded source uses domain: steel (or omits the field), while the release uses dataset: shougang; domain spelling was therefore not used as a fingerprint component and source values were not rewritten.

See CLEANING_MANIFEST.json for source revision, artifact hashes, removed-row counts, output hashes, and post-clean validation. The original source and release artifacts were not modified.

Split sizes after cleaning

The files are JSON arrays of source records. Canonical labels and provenance fields remain in the records; this repository does not redefine their label semantics.