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Mitiantian
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Darwinism-Part-I

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This dataset contains the complete data for Darwinism Part I. Each entry includes the following fields:

Field	Description
`id`	Unique identifier for each entry
`L3_text`	Parsed text
`L4_text`	Generate Refinement text (using GPT-OSS-120B)
`L5_text`	Cognitive Completion text (using Qwen3-235B-Instruct); only available for Paper
`domain`	Academic discipline (9 domains in total)
`source`	Origin of the data
`type`	Content type: `book` or `paper`

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Paper for Mitiantian/Darwinism-Part-I

Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training

Paper • 2602.07824 • Published 22 days ago • 16