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Public casehistory-source-bias-001-zh-CN

史料偏见

检查学生认为史料完全客观的说法,并介绍一个更准确的分析偏见的方法。

Tutor-visible context

Student context

Overconfident Incorrect

Current student message

“这份史料列出了很多日期,所以它不可能有偏见。我的推理对吗?”

Problem context

史料由一位有明确政治目的的参与者写成。

Learning objective

检查学生认为史料完全客观的说法,并介绍一个更准确的分析偏见的方法。

Context window

Conversation history

No prior conversation. This case starts with the current student message.

Public boundary

What this page does not expose

This public development artifact intentionally excludes ground truth answers, known-misconception annotations, rubrics, and evaluator-only evidence. A future hidden challenge dataset must use the same fail-closed serialization boundary.