Social Advertising Citation Conflict Verification Dataset

#source conflict detection #citation support verification #evidence consistency checking #social media advertising compliance #advertising claim verification #citation conflict assessment

5000
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This dataset pairs synthetic social media advertising claims with multiple source citations, including cases where citations agree, partially conflict, differ in scope, or cannot be reconciled. Each record includes the claim, source citations, per-citation evidence analyses, pairwise citation relationships, a conflict count, and an overall assessment of evidential support. It supports training and evaluation for multi-source knowledge grounding, citation verification, advertising fact-checking, and claim support assessment.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
ad_claim	string	Synthetic social advertising claim to be verified.
citations	array	Multiple original citations corresponding to the advertising claim, including source information.
conflict_count	integer	Count of citation relationships identified as partially conflicting, irreconcilable, or otherwise materially inconsistent.
conflict_pairs	array	Pairwise analysis of agreement, conflict, scope differences, and whether conclusions from citations can be reconciled.
citation_analyses	array	Analysis of each citation's stance, scope of support, evidence strength, and limitations in relation to the advertising claim.
overall_assessment	object	Final judgment on whether the advertising claim is adequately supported, based on all citations and their relationships.

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?: Each record centers on a synthetic social advertising claim and includes multiple source citations, per-citation analyses, relationships and conflict counts across citations, and an overall assessment of evidential support.

How are disagreements between citations represented?: The data distinguishes agreement, partial conflict, differences in scope, and conclusions that cannot be reconciled. Per-citation and pairwise analyses support training and evaluation of fine-grained conflict detection.

Which training and evaluation tasks does it support?: It supports citation verification, evidence stance classification, citation conflict detection, multi-source knowledge grounding, and assessment of whether citations adequately support an advertising claim. The data is synthetic text and should not be treated as a source of real-world advertising facts.

How can I access the data, and what are the licensing terms?: Refer to the product page for available download methods, file formats, and license terms. Confirm the permitted use and any commercial restrictions before use. If specifications or licensing details are not listed, contact the data provider.

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Cite this Work

@dataset{Mobiusi2026,
  title={Social Advertising Citation Conflict Verification Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/4bc0a553ca852a0cfe9d18bcc5af1871},
  urldate={2026-10-14},
  keywords={social advertising dataset,citation verification data,advertising fact-checking,citation conflict detection,multi-source evidence analysis,claim support assessment,synthetic text dataset,knowledge grounding},
  version={1.0}
}

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