Health and Wellness Advertising Evidence Linkage Dataset
- Records
- 5000
- Size
- 0.3GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-05
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.
Overview
Dataset Insights
Preview
Sample Examples
Schema
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. |
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 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?dataset_scene_id=4},
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}
}Using this in research? Please cite us.