| --- |
| license: apache-2.0 |
| task_categories: |
| - text-classification |
| language: |
| - en |
| tags: |
| - mock-data |
| - semantic-classification |
| - enterprise-schemas |
| - odata |
| --- |
| |
| # MockGen Classifier Data v1 |
|
|
| ## Dataset Summary |
|
|
| This dataset contains publication-safe schema-property rows used to train, validate, and |
| analyze the MockGen semantic classifier. Each row describes a metadata field rather than a |
| business record: property name, display label, entity name, neighboring property names, type, |
| annotation summary, locale, and the reviewed MockGen semantic hint. |
|
|
| The dataset intentionally excludes raw SAP Hub EDMX files, private SAP metadata, service keys, |
| paid-model transcripts, generated mock rows, and example business values. |
|
|
| ## Files |
|
|
| - `train.jsonl`: project-authored base classifier training rows. |
| - `validation.jsonl`: project-authored base validation rows. |
| - `public-real.jsonl`: reviewed field metadata harvested from public API descriptions. |
| - `reviewed-fixtures.jsonl`: reviewed public OData and project-authored recovery fixtures. |
| - `provenance.json`: export manifest with source, split, license, and provenance metadata. |
|
|
| ## Row Schema |
|
|
| Required fields: |
|
|
| - `property_name`: schema property identifier. |
| - `label`: human-readable label when available. |
| - `entity_type_name`: containing entity or schema object. |
| - `neighbor_properties`: nearby property names used as context. |
| - `type`: source schema type. |
| - `sap_annotations_summary`: compact annotation summary when available. |
| - `locale`: row locale. |
| - `hint`: reviewed MockGen semantic label. |
| - `source_service`: source service or synthetic fixture family. |
| - `source_kind`: provenance category. |
| - `license`: source/license note for the exported row. |
| - `provenance`: human-readable provenance note. |
| - `publication`: must be `public`. |
|
|
| ## Intended Use |
|
|
| Use the dataset to reproduce MockGen classifier training, inspect label coverage, build |
| semantic-field classifiers for metadata-only mock generation, and evaluate out-of-domain |
| schema-property labeling. The rows are not end-user data and should not be used to infer |
| business records, customer records, or proprietary SAP service contents. |
|
|
| ## Provenance And Licensing |
|
|
| Rows are exported by `scripts/release/classifier-dataset-export.ts` from an explicit |
| allowlist in `scripts/release/classifier-dataset-publication.json`. The exporter fails closed |
| when a row contains raw value fields, missing source metadata, private publication status, or |
| internal/proprietary source markers. |
|
|
| Some rows are project-authored under Apache-2.0. Rows derived from public API metadata are |
| metadata-only examples with source provenance preserved in `source_service` and |
| `provenance`; downstream users must respect the original source terms. |
|
|
| ## Relationship To The Model |
|
|
| The paired model repository is: |
|
|
| https://huggingface.co/Unseen1980/mockgen-classifier-v1/tree/v1 |
|
|
| The dataset repository is: |
|
|
| https://huggingface.co/datasets/Unseen1980/mockgen-classifier-data-v1/tree/v1 |
|
|
| The current shipped classifier remains the accepted v1 artifact. Experimental retraining |
| runs are evaluated offline and only replace the published classifier when they improve both |
| service-holdout and domain-holdout benchmarks recorded in the model card. |
|
|
