Refine acknowledgments

Clarify acknowledgment for the introduction to Phume

Update dataset links after transfer to Typhoon

Acknowledge Typhoon guidance

Acknowledge project origins and research connections

Update paper status and acknowledgments

Clarify shared HT-Coreset targets in both metric reports

Align citation title with the current manuscript

Clarify main and supplementary probe prompt protocols

Align evaluation documentation with current paper

docs: clarify evaluation limitations without dated audit framing

docs: remove redundant tagline and decorative emphasis

Use a web layout for the dataset overview banner

Add evaluation overview and simplify dataset card headings

Remove redundant wording and decorative emphasis from dataset card

Sync dataset documentation with October manuscript

Add source-checked target-marked inputs as a separate unevaluated version

Align dataset documentation and provenance with the current manuscript

Upload README.md with huggingface_hub

Upload README.md with huggingface_hub

Separate two-booster evaluation scores from frozen coreset construction

Simplify dataset card with a clear quick start and weighted scoring example

Update AMLworld-Compact dataset documentation and case-index tables

Estimation properties, stated as the paper states them

Uses / Direct Use / Out-of-Scope Use, per the card template

Name the sections after their contents

Say what a score means, so a user can tell whether theirs is good

Rewrite the card in two halves: a practitioner path, then the standard card order

Card rewrite: two licences in the YAML, full inventory, uses, changelog, CDLA notices

Card rewrite: two licences in the YAML, full inventory, uses, changelog, CDLA notices

Card rewrite: two licences in the YAML, full inventory, uses, changelog, CDLA notices

Correct six statements the shipped files contradict

Say what the HT guarantee covers: counts unbiased, ratios consistent, ensemble exact

One identifier across every artefact; provenance lives in known_issues

Fix the byte-identity claim, the placeholder dataset id and the extras description

Fold the identifier caveat into the schema paragraph

Store the case index as parquet, and tighten the identifier note

Link the code repository and add a provisional citation

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

Add files using upload-large-folder tool

initial commit