| --- |
| license: cc-by-4.0 |
| task_categories: |
| - question-answering |
| - text-generation |
| language: |
| - en |
| tags: |
| - legal |
| - benchmark |
| - agents |
| - mcp |
| - deterministic-evaluation |
| pretty_name: CounselBench-100 |
| size_categories: |
| - n<1K |
| configs: |
| - config_name: default |
| data_files: |
| - split: test |
| path: data/tasks.jsonl |
| --- |
| |
| # CounselBench-100 |
|
|
| CounselBench-100 v3.2.5 is a synthetic legal-work benchmark with 100 |
| authored matters across ten practice workflows. Every task has a natural employee |
| request, a 97-asset evidence room, twelve portfolio decisions, 5–9 supported |
| actions, 3–7 evidence holds, and a distinct deep multi-provider MCP trajectory. |
|
|
| The answer is not preclassified in the evidence. Each portfolio item requires an |
| immutable identity join, an operative-authority and revision lookup, a current-state |
| comparison, and an effective approval/owner-capacity check across Clio, Gmail, |
| Drive, and Slack. The agent then commits native provider state and reads each |
| changed record back. |
|
|
| ## Public release |
|
|
| - Runnable Harbor world: <https://hub.harborframework.com/datasets/blobfishai/counselbench-100> |
| - Dataset and assets: <https://huggingface.co/datasets/SamuelChien821/counselbench-100> |
| - Benchmark explorer: <https://blobfish.ai/benchmarks/counselbench-100> |
| - Builder and verifier: <https://github.com/blobfishai/legal-agent-simulation/tree/master/benchmark/counselbench100> |
|
|
| ## Included files |
|
|
| - `data/tasks.jsonl`: prompt, provider-bound assets, 14 semantic milestones, gold output, and metadata. |
| - `task_files/`: 9,700 unique files across Markdown, TXT, EML, CSV, JSON, XML, HTML, PDF, and XLSX. |
| - `world/`: pinned offline MCP implementation and hidden deterministic verifier. |
| - `trajectories/`: 100 solvability traces; these are excluded from model ranking. |
| - `reports/`: exact-version build, qualification, and conformance evidence. |
| - `SCORING.md`: causal, branch, state, containment, and readback contract. |
|
|
| ## Measured v3.2.5 release gates |
|
|
| | Gate | Measured | |
| |---|---:| |
| | Tasks | 100 | |
| | Employee execution authority | 100/100 high-level requests authorize normal task-scoped closeout | |
| | Agent-visible files | 9,700 unique; all nine native formats parse | |
| | Required evidence reads | 58–86 per task | |
| | Reference MCP calls | 69–97 per task | |
| | Raw tool sequences | 100 distinct; maximum pair match 0.807453 | |
| | Semantic action graphs | 100 distinct; maximum pair match 0.165517 | |
| | Prompt maximum 5-shingle Jaccard | 0.267974 | |
| | Oracle and deterministic replay | 100/100 each | |
| | Fifteen negative controls | 1,500/1,500 rejected | |
|
|
| No older or partial model score is carried onto v3.2. A leaderboard row is published |
| only after one model runs all 100 tasks on this exact release. |
|
|
| ## MCP fidelity and licenses |
|
|
| The world maps each allowlisted tool to a documented Clio Manage v4, Gmail v1, |
| Google Drive v3, or Slack Web API operation. Contract metadata and source links |
| ship with the release. Synthetic data is CC-BY-4.0; benchmark code is |
| Apache-2.0. Every entity, person, event, amount, and address is fictitious. |
|
|
