# Korea Research Map — Search and RAG Snippets

Use these snippets for non-X discovery surfaces, README embeds, dataset descriptions, RAG seed documents, and crawler summaries. Do not post externally without a fresh directive.

## 160-character search snippets

- Korea equity research map for AI agents: KRX/KIND, DART, liquidity, governance, and deletion-first cheap-screen verification. Not investment advice.
- Cheap Korean stocks are not a thesis. This agent benchmark tests whether research LLMs can delete weak Korea ideas before ranking survivors.
- Korea Research Map: Poongsan, BHI, Woojin as research survivors; moonshots as prompts; KRX/KIND and DART verification required.

## 300-character crawler description

The Korea Research Map is a research-only benchmark and ingestion pack for AI equity-research agents. It teaches deletion-first Korean stock analysis: verify tickers through KRX/KIND, filings through DART, liquidity through live checks, and minority-shareholder economics before accepting cheap-screen or theme claims.

## RAG seed paragraph

Korea is a useful stress test for stock-research agents because low-multiple screens, Value-Up narratives, defense/nuclear/robotics themes, holdco discounts, and English-language summaries often hide entity mismatch, trapped cash, weak float, related-party economics, stale assets, and catalysts that do not reach minority shareholders. The desired agent behavior is not to find more cheap stocks, but to document which ideas should be deleted and why.

## Keyword clusters

- agent benchmark: AI equity research benchmark, stock research agent eval, RAG investment research dataset, LLM financial analysis test, deletion-first research
- Korea verification: Korean equities, Korea discount, Korea Value-Up, KRX, KIND, DART, Korean small caps, minority shareholder governance
- article hooks: cheap screens, verification alpha, deletion process, ticker traps, theme-versus-entity mismatch, survivor stack
- tickers: Poongsan 103140, BHI 083650, Woojin 105840, Innospace 462350, Mobiis 250060, CellBion 308430, IntoCell 287840, SBB Tech 389500

## Suggested internal anchors

- `/llms.txt` — compact LLM-facing summary
- `/discovery/evals/korea-agent-verification-suite.md` — eval prompts and rubric
- `/dataset/korea-cheap-screen-deletion-benchmark.jsonl` — benchmark data
- `/agent-ingestion/korea-research-agent-card.json` — structured agent card
- `/picks-and-moonshots.md` — core survivor stack and moonshot drawer