Restaurant Food Safety Process Constraint Verification Dataset
- Records
- 6800
- Size
- 0.5GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
This dataset focuses on food-handling workflows in casual dining restaurants, covering receiving, storage, preparation, cooking, and hot holding. Each example includes a task prompt, a step-by-step proposed plan, explicit constraints extracted from the prompt, per-step assessments, and an overall compliance result, with checks for requirements such as time, temperature, separation, and sequence. It supports training and evaluating process verifiers that identify violations of stated rules without assuming regulatory thresholds for any particular region.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| task_prompt | string | The original text prompt, including any explicitly stated time, temperature, separation, or sequencing rules. |
| proposed_plan | string | The original step-by-step food-handling plan to be checked against the task prompt. |
| overall_result | string | The overall compliance outcome for the proposed plan, based only on the constraints explicitly provided in the task prompt. |
| step_assessments | array | Per-step evaluations of whether the proposed actions comply with the applicable explicit constraints. |
| extracted_constraints | array | The explicit constraints extracted from the task prompt for use in evaluating the proposed plan. |
Trust
Compliance Statement
Authorization Type
Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use
Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization
No PII, no real company names, simulated scenarios follow industry standards
Compliance System
Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs
FAQ
Frequently Asked Questions
- Which food-handling stages are covered?
- The examples cover casual dining workflows such as receiving, storage, preparation, cooking, and hot holding, with task prompts and step-by-step plans to review.
- How is plan compliance assessed?
- Explicit time, temperature, separation, or sequencing constraints are extracted from each task prompt, used to assess the plan step by step, and summarized in an overall result.
- Does the dataset use food safety thresholds from a specific region?
- No regional regulatory thresholds are assumed. Assessments rely only on rules explicitly stated in the task prompt, making the data suitable for training and evaluating verification against provided conditions.
- How can I access the dataset, and what are the licensing terms?
- Check the product page or contact the data provider for access methods and licensing terms. Confirm the applicable license before commercial deployment, redistribution, or external publication.
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Cite this Work
@dataset{Mobiusi2026,
title={Restaurant Food Safety Process Constraint Verification Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/3ed5571bbf326f9d6a6d79ff5d627823?dataset_task_cate_id=1},
urldate={2026-10-22},
keywords={restaurant food safety dataset,food handling process verification,food safety constraint checking,process verifier training,restaurant procedure compliance,food temperature checks,kitchen workflow review,step-by-step plan assessment},
version={1.0}
}Using this in research? Please cite us.