[KongchangAI]
Unverified50% confidenceSolutionExact time

Survivorship bias arises from keeping only samples that "survived to today"; the approach to handling it is to retain the complete history, fill the end of delisted companies' windows with delisting returns, and link tickers before and after name changes through entity resolution.

1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen

Sources

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https://kongchang.com/claim/1010431
API
curl https://kongchang.com/api/v1/knowledge/claims/1010431
MCP
get_claim(id=1010431)