Pith Number

pith:GZOK2CQW

pith:2026:GZOK2CQW3P3XTJQSHA4W2YRGIJ

not attested not anchored not stored refs pending

CurveRL: Principled Distribution-Aware Context Reweighting for LLM Reasoning

Jiayi Xin, Ke Sun, Qi Long, Weijie Su, Yizhou Zhao

arxiv:2605.24331 v1 · 2026-05-23 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GZOK2CQW3P3XTJQSHA4W2YRGIJ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-26T01:03:00.385144Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

365cad0a16dbf779a61238396d62264245daab893aca063832b82c69253bfbd6

Aliases

arxiv: 2605.24331 · arxiv_version: 2605.24331v1 · doi: 10.48550/arxiv.2605.24331 · pith_short_12: GZOK2CQW3P3X · pith_short_16: GZOK2CQW3P3XTJQS · pith_short_8: GZOK2CQW

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/GZOK2CQW3P3XTJQSHA4W2YRGIJ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 365cad0a16dbf779a61238396d62264245daab893aca063832b82c69253bfbd6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be9aee2f416b40b92f2638ac5185b54c73d07c3bfd56ef9d8f1e170bef12f465",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-23T01:18:55Z",
    "title_canon_sha256": "051df171152a972a337de7957e7568e6dfd4abdd6d0a05d8a286fb1d50164f2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24331",
    "kind": "arxiv",
    "version": 1
  }
}