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AM11_DED316L_texture_hardness_agent_only

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AM11 DED 316L Texture and Hardness

This dataset contains 45 tabular QA/SFT records derived from DED 316L thin-wall experiments.

Tasks

  • 25 records: process parameters and wall height -> average Vickers hardness HV.
  • 7 records: cooling rate -> texture anisotropy Ahkl and average Vickers hardness HV.
  • 13 records: cooling rate -> average Vickers hardness HV only, because Ahkl is missing in the source CSV.

Rows with missing Ahkl do not ask for texture anisotropy and do not contain null targets in annot.

Schema

Each row uses the unified Forge schema:

  • query: task template plus the structured input values.
  • annot: JSON string target.
  • reasoning: null.
  • cate: task category.
  • task: Forge task ID.
  • metadata: JSON string with source, units, task subtype, and target availability.
  • image: null, because this is a tabular dataset.

Source Notes

The source files are Fig3.csv and Fig10.csv from the local DED 316L texture/hardness dataset. The scan-speed unit is ambiguous in the source and is preserved with a metadata note.
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