Pith Number

pith:MDSXF4AX

pith:2026:MDSXF4AXCDWTTS7DIBMF3SMT7S

not attested not anchored not stored refs pending

DenoiseRL: Bootstrapping Reasoning Models to Recover from Noisy Prefixes

Caijun Xu, Changyi Xiao, Yixin Cao, Zhongyuan Peng

arxiv:2605.28421 v1 · 2026-05-27 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MDSXF4AXCDWTTS7DIBMF3SMT7S}

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	2026-05-28T01:05:17.695814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60e572f01710ed39cbe340585dc993fcae7fbaa1da8b547cf1dad94c68cc5725

Aliases

arxiv: 2605.28421 · arxiv_version: 2605.28421v1 · doi: 10.48550/arxiv.2605.28421 · pith_short_12: MDSXF4AXCDWT · pith_short_16: MDSXF4AXCDWTTS7D · pith_short_8: MDSXF4AX

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/MDSXF4AXCDWTTS7DIBMF3SMT7S \
  | 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: 60e572f01710ed39cbe340585dc993fcae7fbaa1da8b547cf1dad94c68cc5725

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f8f4a148b3c74c73e69f1732970213b70444e583582b698f5a93a6e99766701",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-27T12:52:58Z",
    "title_canon_sha256": "3bd426bd554ccde146934ecf0b785ccbe2ab5b6de6b56a8062aee7daf002ea49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28421",
    "kind": "arxiv",
    "version": 1
  }
}