Affordable Housing Program Rules Fact-Verification Dataset

#fact verification #policy rule validation #evidence-based reasoning #affordable housing policy verification #housing program compliance #public housing eligibility assessment

Records: 5000
Size: 0.3GB
Format: JSON
Provider: MOBIUSI INC
Updated: v1.02026-11-05

AI Analysis & Value Prop

This dataset pairs claims to be verified with relevant rules from affordable housing program webpages. It covers eligibility conditions, assistance and support rules, housing types, and applicability requirements, with source page text, verdicts, and verification rationales. Designed for expert rule checking in housing and community planning, it supports training and evaluating models on policy fact understanding, evidence comparison, and judgment.

Overview

Dataset Insights

Preview

Sample Examples

sample.json

{}

Schema

Technical Specifications

Field	Type	Description
file_name	string	File name
verdict	string	The fact-checking conclusion reached for the claim based on the program rule evidence.
claim_text	string	The original claim that must be checked against housing program rules.
claim_domain	string	The housing program rule topic addressed by the claim being verified.
housing_type	string	The housing type addressed by the claim or evidence; enter Not mentioned when none is specified.
evidence_excerpt	string	An excerpt from the program rules relevant to the claim being verified.
source_page_text	string	The original program webpage text containing relevant eligibility, assistance, housing type, or applicability requirements.
eligibility_conditions	array	Eligibility conditions identified in the program rules; use an empty array when none are stated.
verification_rationale	string	An explanation of how the evidence supports or refutes the claim, or why it is insufficient to reach a conclusion.
applicability_requirements	array	Application, residency, income, or other requirements specified by the program rules; use an empty array when none are stated.
assistance_or_support_rules	array	Rules for grants, rental assistance, or other housing support offered by the program; use an empty array when none are relevant.

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?: Records are organized around affordable housing program rules and include claims to verify, relevant rule evidence, program webpage text, verdicts, and verification rationales. They may also identify the housing type, claim domain, eligibility conditions, assistance or support rules, and applicability requirements.

Which training and evaluation tasks does it support?: The dataset supports fact verification, policy rule understanding, evidence retrieval and comparison, and judgments grounded in source text. It can be used to train or evaluate language models and information-checking systems for housing and community planning.

What are the dataset's quality features?: The data uses housing program webpage rules as evidence and pairs claims with relevant excerpts, verdicts, and rationales to make the basis for judgments traceable. Consult the dataset version and accompanying documentation for the exact coverage, annotation conventions, and field values.

How can the data be accessed, and what licensing rules apply?: Refer to the dataset listing or provider for download instructions, version details, and license terms. Redistribution, commercial use, and use of source webpage text must follow the applicable licenses and source requirements; no specific license is assumed here.

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Cite this Work

@dataset{Mobiusi2026,
  title={Affordable Housing Program Rules Fact-Verification Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/1db0475f1c5fd50f0bcd82ab2e7a8a29?dataset_scene_id=8},
  urldate={2026-10-10},
  keywords={affordable housing dataset, housing program rules, fact verification data, housing eligibility, housing assistance rules, policy verification, community housing planning, web text dataset},
  version={1.0}
}

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