Timeliness and Availability Fact Verification Dataset for Advertising Claims
- Records
- 5000
- Size
- 0.5GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-05
This dataset focuses on social media advertising claims about product launches, service coverage, delivery times, inventory, promotion deadlines, and newly available features. It provides synthetic ad text alongside temporal, geographic, and availability constraints, supporting evidence, and structured validation results. Use it to train and evaluate models that detect outdated claims, geographic mismatches, unavailable offerings, and claims lacking current evidence.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| claim_text | string | The social media advertising claim or synthetic ad text to be verified. |
| risk_flags | array | One or more advertising claim risk types identified from the validation results. |
| evidence_text | string | Text used to support, refute, or assess the timeliness and availability of the advertising claim. |
| claim_analysis | object | The topic, subject, and time- or location-dependent attributes extracted from the advertising claim. |
| confidence_score | number | The confidence assigned by the model or annotation process to the final validation label, on a scale from 0 to 1. |
| validation_label | string | The overall label determined from the temporal, geographic, availability, and evidence validation results. |
| constraint_context | object | Time, location, service-area, and availability context used to assess whether the advertising claim is valid. |
| evidence_validation | object | An assessment of how well the evidence supports the advertising claim and whether it is timely and relevant. |
| temporal_validation | object | The result of comparing the claim's time conditions with the reference time. |
| geographic_validation | object | The result of comparing the location scope in the advertising claim with the actual service or coverage area. |
| availability_validation | object | The result of comparing the stated inventory, service, or feature availability with the contextual records. |
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 cover?
- It covers social media ad claims about product launches, service areas, delivery times, inventory, promotion deadlines, and newly available features. Samples include temporal, geographic, and availability constraints, supporting evidence, and multidimensional validation results.
- How is the data structured, and which tasks does it support?
- Fields include ad claim text, claim analysis, temporal and geographic validation, availability and evidence validation, an overall label, risk flags, and a confidence score. These annotations support fact verification, outdated information detection, geographic scope checks, and evidence relevance evaluation. Refer to the product listing for specific formats and field values.
- How can I access the dataset?
- Check the product listing for available versions, delivery methods, and access instructions. Contact the provider before purchase or use if you need to confirm the sample count or a specific format.
- What licensing terms apply?
- Permitted uses, commercial rights, and redistribution restrictions are governed by the product listing or the applicable license agreement. Review the terms before using the data for model training, evaluation, or advertising review.
Can't find the data you need?
Post a request and let data providers reach out to you.
Get this Dataset
High-quality data, ready for your next AI breakthrough.
Cite this Work
@dataset{Mobiusi2026,
title={Timeliness and Availability Fact Verification Dataset for Advertising Claims},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/50c152dec3ad57a966a1de986a732b92?dataset_scene_id=17},
urldate={2026-10-14},
keywords={advertising claim verification,fact verification dataset,timeliness validation,geographic scope validation,ad availability detection,social media ad review,evidence grounding,synthetic text data},
version={1.0}
}Using this in research? Please cite us.