Korean Pragmatics and Cultural Context Evidence Retrieval Dataset

#evidence retrieval #cultural context retrieval #evidence-grounded question answering #Korean language learning #Korean cultural context learning #pragmatic language guidance

5000
0.5GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This collection links Korean learners' questions to cultural education webpage content across scenarios such as forms of address, requests and refusals, dining etiquette, workplace communication, age relations, and social expressions. Records include pragmatic context analysis, target Korean expressions, evidence claims and supporting webpage excerpts, along with source references and retrieval tags. The data supports Korean learning assistants that provide context-aware advice grounded in traceable sources.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
learner_query	string	The learner's original question about Korean pragmatics, etiquette, or a cultural situation.
evidence_claim	string	A cultural or language-use conclusion derived from the webpage and able to directly support pragmatic advice.
evidence_spans	array	Source text excerpts that support the evidence claim, including their locations and roles.
retrieval_tags	array	Tags for retrieving the record by pragmatic topic, cultural concept, and communication conditions.
source_webpage	object	A snapshot of the cultural education webpage providing contextual evidence, together with basic metadata.
confidence_score	number	A score from 0 to 1 measuring the association among the question, webpage evidence, and inferred conclusion.
pragmatic_context	object	The communicative relationships, setting, and politeness conditions extracted from the question and webpage evidence.
scenario_category	string	The primary pragmatic or cultural learning scenario inferred from the learner's question.
evidence_reference	object	Citation details for tracing and displaying the webpage evidence source.
target_expressions	array	Korean forms of address, sentence patterns, words, or expressions relevant to the question and intended for learning or comparison.
source_supports_advice	boolean	Indicates whether the webpage evidence is sufficient to directly support pragmatic advice for the learner's question.

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

Which Korean learning scenarios does the data cover?: Topics include forms of address, requests and refusals, dining etiquette, workplace communication, age relations, and social expressions. Actual coverage depends on the questions and the webpage evidence included in the collection.

What evidence and source details are included?: Records may contain a learner query, scenario category, pragmatic context analysis, target Korean expressions, an evidence claim, supporting webpage excerpts, source references, and retrieval tags. They also indicate whether the source supports the advice and include an evidence-association confidence score.

How can I access the data, and are the webpage contents free to reuse?: Use the download method and license terms shown on the product page. Webpage snapshots, citation details, and reuse rights may be subject to source-site terms or copyright restrictions; verify the applicable permissions before commercial use.

Which systems and tasks is this data suitable for?: It is suitable for Korean learning Q&A, cultural and pragmatic instruction, evidence retrieval, and retrieval-augmented generation. It can help systems connect learner questions to webpage sources and provide answers with traceable support.

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Cite this Work

@dataset{Mobiusi2026,
  title={Korean Pragmatics and Cultural Context Evidence Retrieval Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/1bd468a2e58c6621df88af3a50709e3f},
  urldate={2026-10-16},
  keywords={Korean pragmatics dataset,Korean cultural learning,Korean etiquette,Korean forms of address,Korean requests and refusals,cultural context evidence retrieval,Korean learning Q&amp;A,retrieval-augmented generation data},
  version={1.0}
}

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