Construction Payment Application Evidence Verification Dataset

#Evidence Verification #Claim Entailment #Missing Measurement Basis Detection #Record Inconsistency Detection #Construction Payment Review #Contract Compliance Review #Quantity Measurement Audit #Project Claims Management

5530
0.5GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-02

AI Analysis & Value Prop

This dataset covers work completion claims in payment applications, contract measurement clauses, site records, and other project text evidence, with verification outcomes and issue explanations. It focuses on determining whether claims are supported by the available evidence and flagging risks such as missing measurement grounds or inconsistent records. It is suited to training and evaluating text reasoning models for construction payment review, contract compliance checks, and project controls.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
site_records	string	Raw site records relevant to the claimed work, such as inspection notes, daily reports, or measured quantities.
issue_summary	string	A concise summary of missing measurement grounds, contradictory records, or other identified verification issues.
claim_supported	boolean	Whether the supplied evidence supports the work completion claim.
evidence_assessment	string	A concise explanation of how the supplied evidence supports or fails to support the claim.
verification_status	string	Overall assessment of whether the claim is supported by the supplied evidence.
work_completion_claim	string	The applicant's statement describing the completed work and the quantities or amounts claimed.
project_textual_evidence	string	Additional project text evidence provided to evaluate the payment application claim.
measurement_basis_missing	boolean	Whether the evidence lacks a measurement basis needed to assess the claimed quantities or amounts.
contract_measurement_clause	string	Contract text specifying how the relevant work or quantities should be measured.
record_inconsistency_detected	boolean	Whether the supplied records contain inconsistencies relevant to the claim.

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 work completion claims, contract measurement clauses, relevant site records, and other project text evidence. Output fields provide verification status, evidence support judgments, issue flags, and concise assessment notes.

Which training or evaluation tasks does it support?: It can support training or evaluation for payment application evidence verification, including deciding whether claims are supported, finding missing measurement grounds, detecting inconsistent records, and producing concise evidence assessments and issue summaries.

Does the dataset specify a sample count or file format?: The available dataset description does not specify the sample count or file format. Check the product page or delivery documentation to confirm sample size, field types, and data import options.

What are the licensing terms?: Permitted uses and licensing conditions depend on the terms for the specific product. Review the applicable license before acquisition and confirm that it covers your training, evaluation, or commercial use.

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Cite this Work

@dataset{Mobiusi2026,
  title={Construction Payment Application Evidence Verification Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/8d3c7600f2fb0cbc80d5d87a239f1fbc?dataset_scene_cate_type=7},
  urldate={2026-10-22},
  keywords={construction payment application dataset,construction payment evidence verification,contract measurement review,work completion claim validation,site record consistency detection,payment application review model,construction text dataset,project evidence reasoning},
  version={1.0}
}

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