Construction Submittal Evidence Verification Dataset
- Records
- 5630
- Size
- 0.4GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
Covering material submittals, product data, and construction plans for commercial building projects, this dataset provides text excerpts from submittals and project requirements, along with candidate conclusions, support statuses, evidence, and reasoning. It is designed to train models to determine whether conclusions are grounded in the available text and to connect evidence with project requirements. Typical uses include construction document review, requirement verification, and evaluation of reasoning in the building sector.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| evidence | array | Specific excerpts or references supporting the assessment of the candidate answer. |
| reasoning | string | A concise explanation connecting the evidence and project requirements to the support status. |
| support_status | string | Assessment of whether the candidate answer is supported by the available excerpts. |
| candidate_answer | string | The claim or conclusion to verify against the submittal content and project requirements. |
| submittal_excerpt | string | Relevant text from a material submittal, product data sheet, or construction plan. |
| project_requirement_excerpt | string | Relevant text from project specifications, contract documents, or other applicable requirements. |
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 contain?
- It includes relevant excerpts from material submittals, product data, or construction plans; excerpts from project specifications, contracts, or other requirements; and candidate conclusions, support statuses, specific evidence, and concise reasoning.
- Which training and evaluation tasks does it support?
- It supports determining whether candidate conclusions are backed by textual evidence, checking consistency between submittals and project requirements, and evaluating whether a model can provide clear evidence-based verification reasoning.
- How is the data structured, and how can it be obtained?
- The data is organized into structured text fields for submittal excerpts, project requirement excerpts, candidate answers, support statuses, evidence, and reasoning. Check the product page or platform listing for the dataset size, file formats, and access instructions.
- What are the licensing terms?
- The permitted uses and restrictions depend on the product listing, data license, or agreement provided by the platform. Confirm the applicable permissions before using the data in commercial projects or redistributing it.
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Cite this Work
@dataset{Mobiusi2026,
title={Construction Submittal Evidence Verification Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/4e38a57a58152c5715ee9a274cbb3d9c?dataset_scene_cate_type=7},
urldate={2026-10-22},
keywords={construction submittal dataset,evidence verification,material submittal review,project requirement checking,construction document reasoning,construction plan review,evidence-based claim verification,building industry AI training},
version={1.0}
}Using this in research? Please cite us.