Pith Number

pith:E3DKONIU

pith:2024:E3DKONIUMUFOI5K55YMTB2M6QY

not attested not anchored not stored refs pending

Learning to Reason via Self-Iterative Process Feedback for Small Language Models

Jin Wang, Kaiyuan Chen, Xuejie Zhang

arxiv:2412.08393 v1 · 2024-12-11 · 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{E3DKONIUMUFOI5K55YMTB2M6QY}

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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.

Cited by

1 paper in Pith

MedThink: Enhancing Diagnostic Accuracy in Small Models via Teacher-Guided Reasoning Correction

Receipt and verification

First computed	2026-07-05T09:47:49.356292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26c6a73514650ae4755dee1930e99e860efa19d14a90087a025b29672e993249

Aliases

arxiv: 2412.08393 · arxiv_version: 2412.08393v1 · doi: 10.48550/arxiv.2412.08393 · pith_short_12: E3DKONIUMUFO · pith_short_16: E3DKONIUMUFOI5K5 · pith_short_8: E3DKONIU

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/E3DKONIUMUFOI5K55YMTB2M6QY \
  | 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: 26c6a73514650ae4755dee1930e99e860efa19d14a90087a025b29672e993249

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e277f35080c36e41280bc9424377eaccd66a35e1fff39a011ae94a4b8b34428b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-11T14:05:04Z",
    "title_canon_sha256": "79bd6ed15ade975468c1b1d2959118d24e0d4cf238f5712845067ab5149c1473"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08393",
    "kind": "arxiv",
    "version": 1
  }
}