Datasets:

CatQualia
/

fast-entity-methods

license: other
license_name: csil-3.0
license_link: https://catqualia.com/licensing
language:
  - en
tags:
  - entity-resolution
  - quality
  - gates
pretty_name: CatQualia entity-method and quality-gate corpus
size_categories:
  - n<1K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data.jsonl

CatQualia entity-method and quality-gate corpus

127 rows · 149,044 bytes · JSON Lines.

What this is

Rapid entity-resolution methods paired with the quality gates applied to the system's own output at several surfaces (fire, frontend, sprint).

Provenance

This group merges 5 source corpora. Every row carries a _source_dataset field naming the file it came from, so the grouping is reversible:

fast_entity_methods — 33 rows
fast_entity_methods_2 — 39 rows
fire_alien_quality — 24 rows
frontend_alien_quality — 11 rows
sprint_alien_quality — 20 rows

Measured

Property	Value
Rows	127
Bytes	149,044
Source corpora merged	5
Distinct top-level fields	8

Counted with wc -l against the file staged here. Absolute machine paths were rewritten to portable tokens (<<TREES>>, <<WME>>, <<DRIVE>>, <<HOME>>) and the row count verified unchanged by that rewrite.

Known limitations

Synthetic and self-graded. Grades, judgements and notes come from the author's own pipeline, not independent annotation.
Small per source. Several constituent corpora are single-digit rows.
_source_dataset is added by this packaging, not present in the originals.
Not peer-reviewed or independently evaluated.
Security group only: the offensive rows are public MITRE-mapped techniques; the corpus's contribution is the pairing and the self-grading, not new offensive capability.

Licence

CatQualia Structural Isomorphism License (CSIL) v3.0 — attribution: Christopher Betances, catqualia.com. Non-commercial use is free with attribution; commercial use requires a commercial licence. Full text: LICENSE in this repository and catqualia.com/licensing