Delete metadata/CROISSANT_VALIDATION_NOTES.md

metadata/CROISSANT_VALIDATION_NOTES.md

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-# Temporal Twins Croissant Validation Notes
-
-## 1. How to Validate
-
-Use the official MLCommons Croissant tooling after the dataset release files are hosted.
-
-1. Confirm the hosted dataset and code repository URLs in `metadata/temporal_twins_croissant.json` are correct for the current release.
-2. Validate the file with the official Croissant validator from the MLCommons Croissant project. If you use the web validator, upload the final JSON-LD file or point it at the hosted Croissant URL.
-3. As a local smoke check, you can also load the JSON-LD with a JSON parser before running the full validator:
-
-```bash
-python3 - <<'PY'
-import json
-from pathlib import Path
-path = Path("metadata/temporal_twins_croissant.json")
-with path.open() as f:
-    json.load(f)
-print("JSON parse OK")
-PY
-```
-
-4. After JSON parsing succeeds, run the official Croissant validation step and confirm the record sets, fields, and distribution references resolve correctly.
-
-## 2. Hosted URLs and Remaining Placeholders
-
-Dataset-side URLs now resolve to:
-
-- Dataset URL: `https://huggingface.co/datasets/temporal-twins-benchmark/temporal-twins`
-- Croissant metadata URL: `https://huggingface.co/datasets/temporal-twins-benchmark/temporal-twins/raw/main/metadata/temporal_twins_croissant.json`
-- Croissant metadata browser page: `https://huggingface.co/datasets/temporal-twins-benchmark/temporal-twins/blob/main/metadata/temporal_twins_croissant.json`
-- Data URL: `https://huggingface.co/datasets/temporal-twins-benchmark/temporal-twins/tree/main/data`
-- Results URL: `https://huggingface.co/datasets/temporal-twins-benchmark/temporal-twins/tree/main/results`
-- Configs URL: `https://huggingface.co/datasets/temporal-twins-benchmark/temporal-twins/tree/main/configs`
-- Metadata URL: `https://huggingface.co/datasets/temporal-twins-benchmark/temporal-twins/tree/main/metadata`
-- Release landing URL: `https://huggingface.co/datasets/temporal-twins-benchmark/temporal-twins`
-
-Code repository URL:
-
-- `https://huggingface.co/temporal-twins-benchmark/temporal-twins-code`
-
-Paper URL status:
-
-- Not available during double-blind review; to be added after publication.
-
-## 3. Release Checklist
-
-- Dataset URL is accessible to reviewers.
-- Croissant file validates with the official MLCommons Croissant validator.
-- Distribution URLs resolve to the intended hosted artifacts.
-- Record-set columns match the actual hosted files.
-- RAI fields are present.
-- Dataset license is present (`CC-BY-4.0`).
-- Code repository license is present (`Apache-2.0`).
-
-## 4. Packaging Notes
-
-- The Croissant file describes four dataset slices: `oracle_calib`, `easy`, `medium`, and `hard`.
-- It assumes deterministic release seeds `0, 1, 2, 3, 4`.
-- It assumes paper-suite configuration `num_users=350`, `simulation_days=45`, `fast_mode=false`, and `n_checkpoints=8`.
-- The `matched_prefix_examples` record set uses the release-facing column name `matched_local_event_idx`.
-- If the final hosted matched-pairs files keep the internal pipeline column name `eval_local_event_idx` instead, either rename that column in the export or update the Croissant metadata so the record-set field names match the hosted files exactly.