Clean WildTrace strict481 public release

Apply question-text metadata leak cleanup, remap public task/source ids, strip internal iteration metadata, remove stale leaderboard artifacts, and refresh checksums/manifests.

CHECKSUMS.sha256

@@ -1,248 +1,232 @@
 b72728a79f747e09afb3fcd643f7dbec3194f622a91eebea0623218590b53132  LICENSE
-3c1647f051121bcf3861ff2ecf81bfb4266f041ca93cbab368b723aa9c7b1064  README.md
-69077a8632a9b760d542f51fd979ac8f48c7f4785a8da28028b554eee78c26fa  corpus/adam_bede.txt
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README.md

@@ -42,17 +42,16 @@ with full-document, evidence-withheld evaluation. The model under test receives
 only the source document and the public question; evidence spans, clue counts,
 reference answers, rubrics, and validation notes are hidden.
 
-Freeze id: `20260621_strict481_final_freeze`. Release version: `wildtrace-strict481-final-2026-06-21`. The L0--L6
-tier-by-paradigm sample floor is fully met; L7 is a three-item >1M-token stress
-probe.
+Freeze id: `wildtrace_strict481_public_20260710`. Release version:
+`wildtrace-strict481-public-2026-07-10`. Public task and source identifiers are
+opaque and stable within this release.
 
 ## Contents
 
 - `data/wildtrace_strict481.with_answers.json`: full nested benchmark artifact
-  with questions, clues, ground truth, rubrics, review/provenance, and release
-  metadata.
+  with questions, ground truth, rubrics, and evidence clues.
 - `data/wildtrace_strict481.with_answers.jsonl`: Hugging Face / Arrow-friendly
-  view of the same rows, with deeply nested audit fields serialized as JSON
+  view of the same rows, with `ground_truth` and `clues` serialized as JSON
   strings.
 - `data/wildtrace_strict481.questions_only.json` and `.jsonl`: model-input
   rows without answers/rubrics/clues.
@@ -61,15 +60,8 @@ probe.
   evidence-withheld evaluation and rubric-judge harness.
 - `methodology/EVAL_PROTOCOL.md`: prompt templates, generation settings,
   context policy, judge prompt, scoring normalization, and aggregation rules.
-- `results/reference_scores.json`, `results/reference_scores_per_judge.json`,
-  `results/scores_matrix_strict481.json`, `results/multijudge_scores_strict481.json`:
-  reference score artifacts for reproducing the paper tables without rerunning
-  all model endpoints.
 - `metadata/`: schema, corpus manifest, release manifest, checksums, and
   dataset statistics.
-- `metadata/provenance_manifest.json`: per-source provenance and public-domain
-  basis for every corpus document (source type, PD/§105/Project-Gutenberg basis,
-  best-effort title/author/year). See the License section.
 - `croissant.json`: MLCommons Croissant metadata with Responsible AI fields.
 
 ## Snapshot Statistics
@@ -140,27 +132,25 @@ from datasets import load_dataset
 ds = load_dataset("CinderD/wildtrace", "with_answers", split="test")
 ```
 
-To evaluate a model, use `eval/run_eval.py` with `--corpus ../corpus`; the script
-constructs the exact evidence-withheld prompt from `question_text` and the full
+To evaluate a model, use `eval/run_eval.py` with `--corpus ../corpus`; the
+script constructs the evidence-withheld prompt from `question_text` and the full
 source document. Use `eval/run_judge.py` to score answers against the hidden
 rubric. See `methodology/EVAL_PROTOCOL.md` before reporting new results.
 
 ## Scoring Denominators
 
-The paper reports both valid-response quality and all-481 zero-filled quality.
-`Scored` is the mean over valid scored responses for a route. `All481` uses all
-481 attempted tasks as the denominator and zero-fills missing, failed, and
-out-of-context rows. The `n` column in leaderboard tables is a valid-response
-count, not a dataset denominator.
+When reporting model results, distinguish valid-response quality from
+coverage-sensitive all-task quality. The protocol document defines both views
+and the treatment of out-of-context or failed rows.
 
 ## Quality Assurance
 
 Each retained item is tied to source-grounded clues, a criterion-level rubric,
-and release-review metadata. The final release passed an external acceptance
-gate for paradigm validity, leave-one-out multi-hop necessity, grounding,
-uniqueness, and coherent-source constraints. Serious expansion defects were
-excluded before the strict481 freeze; minor retained rows only removed redundant
-clues without changing question text or source documents.
+and validation records used during construction. The public package strips
+internal iteration metadata while retaining the artifacts needed to inspect the
+released tasks. The final release passed checks for paradigm validity,
+leave-one-out multi-hop necessity, grounding, uniqueness, contamination
+resistance, and coherent-source constraints.
 
 ## Responsible AI
 
@@ -177,40 +167,21 @@ documents during training.
 
 ## License
 
-**The CC BY 4.0 license declared for this dataset covers ONLY our original
-contributions** — the questions, scoring rubrics, clue annotations, evidence-geometry
-and tier labels, review/provenance metadata, evaluation/judge scripts, and reference
-scores. **It does NOT extend to the source documents in `corpus/`.**
-
-Each source document retains its own terms, summarized per file in
-`metadata/provenance_manifest.json`. By source type (214 sources):
-
-| source type | n | basis |
-|---|---:|---|
-| public-domain literature | 135 | pre-1929 publication / author deceased >70 years |
-| Project Gutenberg | 33 | PD work, redistributed under the Project Gutenberg License (free use, attribution, header/license retained in-file) |
-| US government report | 24 | NTSB/CSB reports — not subject to copyright, 17 U.S.C. §105 |
-| classical Chinese | 15 | pre-20th-century works, public domain worldwide |
-| Google Books transcription | 7 | plain-text transcription of pre-1900 PD books; a faithful transcription of a PD work carries no new copyright |
-
-**Project Gutenberg sources** retain their original PG header and license inside each
-file; this release is free of charge and provides attribution, consistent with the
-Project Gutenberg License. Files have not been altered to strip PG identifiers.
-
-**Jurisdiction:** public-domain status is asserted under **US law**. Some works may not
-be public domain in life+70 or other jurisdictions; users are responsible for compliance
-where they redistribute or adapt the source texts. See `metadata/provenance_manifest.json`
-for the per-source basis.
+Benchmark annotations, questions, rubrics, metadata, and scripts are released
+under CC BY 4.0 unless otherwise noted. Source documents retain their original
+public-domain, public-agency, or source-specific terms. Users are responsible for
+complying with source-specific terms when redistributing or adapting source
+texts.
 
 ## Citation
 
 ```bibtex
 @misc{wildtrace2026,
-  title={WildTrace: Natural Evidence Trails for Source-Internal Multi-Hop Reasoning in Long Contexts},
+  title={WILDTRACE: Benchmarking Multi-Hop Reasoning over Natural Evidence Trails in Long Contexts},
   author={WildTrace authors},
   year={2026},
   howpublished={Hugging Face dataset},
   url={https://huggingface.co/datasets/CinderD/wildtrace},
-  note={strict481 final release, freeze 20260621_strict481_final_freeze}
+  note={strict481 public release, freeze wildtrace_strict481_public_20260710}
 }
 ```