---
{
  "language": [
    "en",
    "ar"
  ],
  "license": "other",
  "license_name": "per-subset-licenses",
  "license_link": "https://huggingface.co/datasets/najdresearch/system-one/blob/main/clearance.json",
  "configs": [
    {
      "config_name": "controlled-development",
      "data_files": [
        {
          "split": "train",
          "path": "viewer/controlled-development/data.jsonl"
        }
      ]
    },
    {
      "config_name": "controlled-validation",
      "data_files": [
        {
          "split": "test",
          "path": "viewer/controlled-validation/data.jsonl"
        }
      ]
    },
    {
      "config_name": "controlled-reserved_evaluation",
      "data_files": [
        {
          "split": "test",
          "path": "viewer/controlled-reserved_evaluation/data.jsonl"
        }
      ]
    },
    {
      "config_name": "natural-development",
      "data_files": [
        {
          "split": "train",
          "path": "viewer/natural-development/data.jsonl"
        }
      ]
    },
    {
      "config_name": "references--arbanking77",
      "data_files": [
        {
          "split": "test",
          "path": "viewer/references--arbanking77/data.jsonl"
        }
      ]
    },
    {
      "config_name": "references--massive",
      "data_files": [
        {
          "split": "test",
          "path": "viewer/references--massive/data.jsonl"
        }
      ]
    },
    {
      "config_name": "references--paired-tool-use",
      "data_files": [
        {
          "split": "test",
          "path": "viewer/references--paired-tool-use/data.jsonl"
        }
      ]
    },
    {
      "config_name": "references--arabic-function-calling",
      "data_files": [
        {
          "split": "test",
          "path": "viewer/references--arabic-function-calling/data.jsonl"
        }
      ]
    },
    {
      "config_name": "references--agent-diagnostic",
      "data_files": [
        {
          "split": "test",
          "path": "viewer/references--agent-diagnostic/data.jsonl"
        }
      ]
    },
    {
      "config_name": "references--absher-diagnostic",
      "data_files": [
        {
          "split": "test",
          "path": "viewer/references--absher-diagnostic/data.jsonl"
        }
      ]
    },
    {
      "config_name": "references--aratrust-diagnostic",
      "data_files": [
        {
          "split": "test",
          "path": "viewer/references--aratrust-diagnostic/data.jsonl"
        }
      ]
    }
  ],
  "tags": [
    "synthetic",
    "decision-models",
    "evaluation"
  ]
}
---
# Najd System One — public research draft

Decision tasks in English, MSA and Saudi Arabic. This draft is for research and debugging; independent linguistic and label review is pending.

| Pack | Cases | License |
|---|---:|---|
| controlled-development | 600 | CC-BY-4.0 |
| controlled-validation | 600 | CC-BY-4.0 |
| controlled-reserved_evaluation | 1200 | CC-BY-4.0 |
| natural-development | 216 | CC-BY-4.0 |
| references/arbanking77 | 1155 | CC-BY-SA-4.0 |
| references/massive | 576 | CC-BY-4.0 |
| references/paired-tool-use | 150 | CC-BY-4.0 |
| references/arabic-function-calling | 113 | Apache-2.0 |
| references/agent-diagnostic | 44 | CC-BY-4.0 |
| references/absher-diagnostic | 380 | CC-BY-4.0 |
| references/aratrust-diagnostic | 150 | MIT |

## Use and limitations

Viewer fields ending in `_json` preserve heterogeneous decision types as JSON strings. Benchmark runners use the original typed `cases.jsonl` files and verify their manifest hashes.
The viewer calls development data `train` for tooling compatibility; this is not a training recommendation. Original split names remain in each row. Published reserved cases are not secret holdouts.
Policies in Najd-authored data are fictional. Controlled cases share one logical template; translations are correlated. Do not treat every row as independent or pool packs into one headline score.
The Saudi controlled wording is record-style, not natural customer conversation. Source Arabic locales are not automatically Saudi dialect.
Rights apply per subset; no blanket relicensing of third-party material. Attribution and transformations are retained in row provenance and clearance.json.

## Reproduction

Builders: https://github.com/najdresearch/datasets . Scoring: https://github.com/najdresearch/benchmark . Pin the Hugging Face commit SHA and verify release-lock.json before evaluation.