Construction Submittal Evidence Verification Dataset

#Evidence support classification #Claim verification #Requirement compliance assessment #Reasoning explanation generation #Material submittal review #Construction plan verification #Project specification compliance checks #Automated building document review

5630
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-03

AI Analysis & Value Prop

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.

Dataset Insights

Sample Examples

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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.

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

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},
  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}
}

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