Datasets:
Independent reviewers wanted for blind Item 4.02 annotations
The Item 4.02 candidate slice now has a label-free 14-row spreadsheet and a validator that checks all 84 field decisions and can resolve exact evidence quotes against SEC filed text.
We are seeking independent reviewers before making any stronger label claim. Please complete the blind packet without inspecting candidate labels or predictions first.
Reviewer workflow: https://github.com/arnavprabhu/uraion-finstruct/blob/main/docs/independent_review_item_402.md
Coordination issue: https://github.com/arnavprabhu/uraion-finstruct/issues/7
A first submission remains independent review, not adjudicated gold. The target protocol is two independent reviewers plus a third-pass adjudication of disagreements. No confidential documents are involved.
A zero-setup technical preflight is now available in Colab: https://colab.research.google.com/github/arnavprabhu/uraion-finstruct/blob/main/notebooks/finstruct_item_402_quickstart.ipynb
It installs the immutable v0.3.2 wheel, verifies a tagged temporal-audit filing hash, extracts all six Item 4.02 fields, and checks 7/7 evidence offsets. The example issuer is outside this discussion's 14-filing blind-review slice, so the preflight does not expose that packet's candidate labels.
This verifies installation and system behavior only; accuracy remains null and it does not replace independent review. After the preflight, the blind workflow remains: https://github.com/arnavprabhu/uraion-finstruct/blob/main/docs/independent_review_item_402.md
v0.3.3 reduces the first blind contribution to a fixed four-filing starter tranche (24 field decisions), selected only from label-free record IDs. It uses the same controlled values, exact-evidence checks, abstention rules, and validator as the full packet.\n\nStarter CSV: https://huggingface.co/datasets/UraionLabs/FilingsBench/blob/main/non_reliance/review_template_starter.csv\nProtocol: https://github.com/arnavprabhu/uraion-finstruct/blob/main/docs/independent_review_item_402.md\nRelease: https://github.com/arnavprabhu/uraion-finstruct/releases/tag/v0.3.3\n\nA starter submission is partial independent coverage only. Human-gold still requires two independent decisions per record plus adjudication. No external submission has been received yet.