README.md

metadata

license: other
language:
  - en
task_categories:
  - question-answering
pretty_name: CybersecJSONSchemaBench CloudTrail Objective Natural Hard v5
size_categories:
  - n<1K
configs:
  - config_name: default
    data_files:
      - split: test
        path: test.jsonl

CybersecJSONSchemaBench CloudTrail Objective Natural Hard v5

This is a 100-problem natural-prompt long-context cybersecurity reasoning subset built from the full flAWS CloudTrail corpus.

Each row contains a natural analyst-style question, a large CloudTrail JSONL context, and the JSON schema the answer must match. Gold answers are deterministic hidden-oracle results over the serialized slice and are not included in this public export.

Families

• actor_recon_to_change: 22
• apigateway_mapping_chain: 8
• credential_consequence_chain: 16
• cross_service_value_bridge: 4
• ec2_unsuccessful_expansion: 30
• s3_asset_pressure: 4
• shared_client_divergence: 16

Columns

• instance_id: Stable problem identifier.
• prompt: Natural benchmark-style analyst question.
• answer_schema: JSON schema for the expected answer.
• input_jsonl: Serialized CloudTrail records for the problem context.
• evaluation: Scoring metadata.
• reasoning_family: Hidden-oracle family name.
• difficulty_tags: Intended reasoning requirements.
• candidate_count: Number of competing candidates under the hidden oracle.
• distractor_count: Candidate-related records not in the gold answer.
• primary_margin_over_runner_up: Dominance margin used to control ambiguity.
• input_jsonl_bytes: Serialized context size.