metadata
license: mit
tags:
- csoai
- gspc
- governance
- safety
- evaluation
- benchmark
csoai/gspc-normalized
Unified schema for the csoai gspc-* governance/safety evaluation corpus.
Schema
Every row has exactly these fields (one unified schema for all sources):
| field | type | description |
|---|---|---|
source |
string | Original HF dataset id (csoai/gspc-*) |
axis |
string | Short axis id (gov, prv, asi, ...) |
category |
string | Original dataset's category/axis label (may be empty if source had none) |
anchor |
string | Original dataset's anchor/note/source/why field (may be empty) |
prompt |
string | The question/scenario text (the input to the model) |
expected |
string | The expected answer — string-scalar for classification, ` |
expected_is_list |
bool | True if original gold was a list (multi-label source) |
raw_keys |
string | JSON dump of the original row's field names (debug aid) |
Sources mapped
The underlying csoai/gspc-* datasets used six different field-name conventions for the prompt and gold fields. This dataset unifies them.
| Source | axis | rows |
|---|---|---|
csoai/gspc-agi |
agi | 36 |
csoai/gspc-art5 |
art5 | 36 |
csoai/gspc-asi |
asi | 33 |
csoai/gspc-det |
det | 6 |
csoai/gspc-gov |
gov | 237 |
csoai/gspc-mach |
mach | 33 |
csoai/gspc-mcp |
mcp | 35 |
csoai/gspc-oss |
oss | 32 |
csoai/gspc-prv |
prv | 32 |
csoai/gspc-swarm |
swarm | 6 |
csoai/gspc-xr |
xr | 32 |
Skipped
csoai/gspc-care— intentionally excluded. Its rows have only metadata (battery,timestamp,v2) with no prompt field. Including it would require a manual annotation pass to add prompts. The source dataset itself remains untouched on HF.
Provenance
Built 2026-08-08 by gspc_normalize.py after an external benchmark spray revealed the schema drift across the corpus. The unifying schema makes the gspc-* corpus usable by downstream benchmark runners, fine-tuners, and eval harnesses without per-dataset field-mapping code.
License
MIT. Original datasets were MIT per the csoai org convention.