dataset_id string | version string | title string | created_on timestamp[s] | author string | repository string | rows int64 | public_derived_rows int64 | synthetic_rows int64 | source_priority string | data_file string | data_sha256 string | hash_note string | license_boundary string | source_files list | synthetic_case_policy string | external_research_references list | validation_command string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
taming-modern-prometheus-assurance | 0.1.0 | Taming the Modern Prometheus — Agentic Financial Assurance Benchmark | 2026-09-24T00:00:00 | Saeid Homayoun | https://github.com/Saehon/Saeid-Homayoun | 13 | 3 | 10 | authoritative-first-party where available; synthetic cases explicitly labelled | agentic_assurance_benchmark.csv | 64c75691f08a60b773c212184ef16955daf997944b412a149820bb05e63fc152 | SHA-256 computed from agentic_assurance_benchmark.csv in the same package. | Original schema, synthetic scenarios, code and documentation remain under the repository research/non-commercial license. Third-party source terms remain applicable. | [
{
"path": "open-data/microsoft-demo-001/microsoft_financials.csv",
"role": "public-derived Microsoft aggregate financial anchor",
"source_url": "https://www.sec.gov/search-filings/edgar-application-programming-interfaces",
"provenance_url": "https://github.com/Saehon/Saeid-Homayoun/blob/main/open-da... | Synthetic rows are instructional benchmark cases and must not be represented as actual company control deficiencies, audit evidence, CAMs, governance findings or ESG disclosures. | [
"https://arxiv.org/abs/2506.17282",
"https://arxiv.org/abs/2510.08886",
"https://arxiv.org/abs/2603.13154",
"https://arxiv.org/abs/2601.20727",
"https://arxiv.org/abs/2503.16974"
] | python open-data/taming-modern-prometheus/validate.py |
Taming the Modern Prometheus — Agentic Financial Assurance Benchmark
A small, transparent benchmark for evidence-grounded agentic workflows in financial assurance.
Contents
- 13 labelled cases.
- 3 public-derived Microsoft aggregate financial checks.
- 10 synthetic audit, ICFR, CAM, governance, ESG, adversarial, and reproducibility cases.
- Required evidence, red-team challenge, target assertion, and non-compensatory gate for each case.
The public-derived rows are based on the Microsoft demonstration in the linked GitHub repository. The synthetic rows are not real company findings and must not be treated as audit evidence or ESG disclosures.
Files
- agentic_assurance_benchmark.csv
- provenance.json
- GITHUB_SOURCE.md
Use
This dataset is intended for education, academic research, simulation, and benchmark development. Run deterministic checks before model evaluation and retain model, prompt, tool, evidence, and human-gate metadata.
License
The original benchmark schema, synthetic cases, code, and documentation remain under the research/non-commercial license of the source repository. Third-party public-source terms remain applicable. Do not redistribute licensed standards text or proprietary ESG ratings through this dataset.
Dataset page: https://huggingface.co/datasets/SADHON/taming-modern-prometheus-assurance
Source repository: https://github.com/Saehon/Saeid-Homayoun
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