Floodplain Planning and Regulatory Q&A Dataset
- Records
- 5000
- Size
- 0.4GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
This dataset contains expert question-and-answer text based on floodplain planning policies, land development guidance, and flood protection regulations. Each record uses a source text to identify relevant provisions and address applicability requirements, development restrictions, exceptions, and compliance grounds. It supports knowledge retrieval, open-book question answering, and evaluation of retrieval-augmented generation systems for flood risk planning and management.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| answer | string | A concise response to the question based on the supplied source text. |
| question | string | The question to be answered by locating and interpreting relevant provisions in the source text. |
| exceptions | string | Any exceptions, exemptions, or special cases relevant to the question, or an explicit statement that none are identified. |
| source_text | string | The professional policy, guidance, or regulatory text used as the evidence source for the answer. |
| cited_provisions | string | The section numbers, clause identifiers, or quoted passages that support the answer. |
| compliance_basis | string | The regulatory or policy rationale establishing how the answer supports compliance or identifies a compliance obligation. |
| restriction_conditions | string | The relevant restrictions, thresholds, conditions, or prohibitions stated in the source text. |
| applicability_requirements | string | The situations, locations, activities, or development types to which the cited requirements apply. |
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
- What does the dataset cover?
- It covers floodplain planning policies, land development guidance, and related flood protection regulations. Questions address applicability requirements, restrictions, exceptions, and compliance grounds, with source texts and cited provisions to support the answers.
- Which fields are included in each record?
- Records include the source text, question, answer, cited provisions, applicability requirements, restriction conditions, exceptions, and compliance basis. This structure supports evidence retrieval, answer verification, and structured analysis.
- Which model tasks is it suitable for?
- The dataset is suitable for open-book question answering, retrieval-augmented generation, regulatory information retrieval, provision grounding, and compliance analysis in flood risk and planning contexts. It can also be used to evaluate related systems.
- How can the dataset be obtained, and what are the licensing terms?
- Refer to the dataset product page or accompanying license for access methods, permitted uses, and licensing terms. Before commercial deployment or redistribution, verify the rights and applicable use requirements for the source materials.
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Cite this Work
@dataset{Mobiusi2026,
title={Floodplain Planning and Regulatory Q&A Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/dbc23e76e8d7f3c7ab351255958c446d?dataset_scene_id=11},
urldate={2026-10-20},
keywords={floodplain planning dataset,flood risk question answering,flood regulation data,land development compliance,planning policy retrieval,open-book QA dataset,RAG question answering,regulatory provision retrieval},
version={1.0}
}Using this in research? Please cite us.