Pith Number

pith:UFQ4DJRI

pith:2025:UFQ4DJRIZSUHG5FIOYX4ZTNDF6

not attested not anchored not stored refs pending

CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts

Cong Jiang, Jiarui Sun, Jiuheng Lin, Yansong Feng, Zirui Wu

arxiv:2510.09278 v2 · 2025-10-10 · cs.CL · 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{UFQ4DJRIZSUHG5FIOYX4ZTNDF6}

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	2026-06-30T01:17:27.514937Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a161c1a628cca87374a8762fcccda32fb8eed647e56f0d8fa72afe42f644bc98

Aliases

arxiv: 2510.09278 · arxiv_version: 2510.09278v2 · doi: 10.48550/arxiv.2510.09278 · pith_short_12: UFQ4DJRIZSUH · pith_short_16: UFQ4DJRIZSUHG5FI · pith_short_8: UFQ4DJRI

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/UFQ4DJRIZSUHG5FIOYX4ZTNDF6 \
  | 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: a161c1a628cca87374a8762fcccda32fb8eed647e56f0d8fa72afe42f644bc98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75179b308a40dba6aebd7de7ef3b7edae9c6433af8f7f2c884d590a7c95e33e4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-10T11:21:09Z",
    "title_canon_sha256": "0f6ba4bc8d72336888f1530ca75f8624dd97c53fcd1f43f246ec2448d8bb6280"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.09278",
    "kind": "arxiv",
    "version": 2
  }
}