Pith Number

pith:AJJMHSJT

pith:2024:AJJMHSJTGDGKZIYFXGPSG6YYHS

not attested not anchored not stored refs pending

Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning

Lichang Chen, Linda Ruth Petzold, William Yang Wang, Xianjun Yang, Xinlu Zhang, Xi Ye, Zhiyu Zoey Chen

arxiv:2405.20535 v2 · 2024-05-30 · cs.AI · 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{AJJMHSJTGDGKZIYFXGPSG6YYHS}

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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

Automatic Textbook Formalization

Receipt and verification

First computed	2026-07-05T09:48:13.795744Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0252c3c93330ccaca305b99f237b183cb5d2e0b330b63ecf308debf750f41f6a

Aliases

arxiv: 2405.20535 · arxiv_version: 2405.20535v2 · doi: 10.48550/arxiv.2405.20535 · pith_short_12: AJJMHSJTGDGK · pith_short_16: AJJMHSJTGDGKZIYF · pith_short_8: AJJMHSJT

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/AJJMHSJTGDGKZIYFXGPSG6YYHS \
  | 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: 0252c3c93330ccaca305b99f237b183cb5d2e0b330b63ecf308debf750f41f6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82724fc2a7209d572bf7c415eaacb8754b84f66489451cf8ab80874d5979871d",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-30T23:20:25Z",
    "title_canon_sha256": "d96cf0a6acd858424609af014e4a65d934fff840bdfa991adce33bdfce402919"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20535",
    "kind": "arxiv",
    "version": 2
  }
}