Pith Number

pith:SO5BGB2G

pith:2025:SO5BGB2GLHKNRPHPXEY3WZ324C

not attested not anchored not stored refs pending

Self-Enhanced Reasoning Training: Activating Latent Reasoning in Small Models for Enhanced Reasoning Distillation

Bingyuan Zhang, Jing Xiao, Jun Ma, Minchuan Chen, Ming Li, Ning Cheng, Shaojun Wang, Tao Wei, Yong Zhang, Zhitao Li

arxiv:2502.12744 v1 · 2025-02-18 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SO5BGB2GLHKNRPHPXEY3WZ324C}

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	2026-07-05T10:16:23.553535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93ba13074659d4d8bcefb931bb677ae0b64d4886b48e18133ca4df50c33840d5

Aliases

arxiv: 2502.12744 · arxiv_version: 2502.12744v1 · doi: 10.48550/arxiv.2502.12744 · pith_short_12: SO5BGB2GLHKN · pith_short_16: SO5BGB2GLHKNRPHP · pith_short_8: SO5BGB2G

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/SO5BGB2GLHKNRPHPXEY3WZ324C \
  | 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: 93ba13074659d4d8bcefb931bb677ae0b64d4886b48e18133ca4df50c33840d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3579633815987eebe468c8a4f2e41ee42b0fc1b9cd473044a30556cc5f985ba7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T11:02:47Z",
    "title_canon_sha256": "25ce9d4096fd5eaf90c10829700c799f69b2ef08260164b3f9d9bd3aa131b645"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12744",
    "kind": "arxiv",
    "version": 1
  }
}