Health and Wellness Advertising Evidence Linkage Dataset

#evidence linkage #claim support verification #overgeneralization detection #health and wellness advertising compliance #advertising claim verification #health marketing evidence assessment

5000
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This dataset contains synthetic social media advertising claims about health, nutrition, and wellness, alongside related citations, research or product descriptions, and evidence excerpts. It covers key dimensions such as effect strength, target populations, study conditions, and overgeneralization. Structured annotations connect claims with evidence and assess the degree of support, making the dataset suitable for training and evaluating citation verification, health claim fact-checking, and evidence-grounding capabilities.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
raw_material	object	Unprocessed advertising claims, citation text, evidence excerpts, and research or product description context.
claim_annotation	object	Structured information derived from advertising claims, including claim type, effects, target populations, and conditions.
support_judgment	object	An assessment of the actual support relationship, dimension alignment, and risk of overgeneralization based on comparison of the advertising claim and cited evidence.
evidence_annotation	object	Information derived from citations and evidence excerpts, including study type, evidence subject, effects, and study conditions.

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 contains synthetic advertising claims about health, nutrition, and wellness, along with citation text, evidence excerpts, and research or product description context. Structured annotations cover claim analysis, evidence analysis, and judgments about the support relationship.

Which evidence assessment dimensions are annotated?: Annotations cover claim type, effect strength, target population, and conditions, as well as evidence type, subject, effects, and study conditions. Support judgments also assess how well these dimensions align and whether the claim overgeneralizes the evidence.

Which training and evaluation tasks does it support?: The dataset can support citation verification, claim-evidence matching, health-related fact checking, and overgeneralization detection. It can also help evaluate whether a model distinguishes conclusions supported by evidence from broader inferences made in advertising.

How can the dataset be accessed, and what are the licensing terms?: Please refer to the dataset listing or accompanying license for access methods, permitted uses, and licensing terms. The data consists of synthetic text; suitability and compliance should still be assessed in light of the intended use and applicable policies.

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Cite this Work

@dataset{Mobiusi2026,
  title={Health and Wellness Advertising Evidence Linkage Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/d0116e86e9b6718fc3cbf951d28237a4},
  urldate={2026-10-14},
  keywords={health advertising dataset,wellness product ad review,health claim verification,citation verification data,evidence linkage dataset,nutrition ad review,fact checking training,synthetic text data},
  version={1.0}
}

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