Pith Number

pith:EPLBC2SL

pith:2025:EPLBC2SLPO3WKLKKRPXUN3GOJJ

not attested not anchored not stored refs pending

Multi-Agent Collaboration for Multilingual Code Instruction Tuning

Binyuan Hui, Jian Yang, Jiaxi Yang, Junyang Lin, Liqun Yang, Qiyao Peng, Shanghaoran Quan, Tianyu Liu, Wei Zhang, Yibo Miao, Zeyu Cui, Zhenhe Wu

arxiv:2502.07487 v1 · 2025-02-11 · 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{EPLBC2SLPO3WKLKKRPXUN3GOJJ}

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.

Cited by

1 paper in Pith

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Receipt and verification

First computed	2026-07-05T10:12:38.196609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23d6116a4b7bb7652d4a8bef46ecce4a6a7d31250cb40f7e1c02f0ea0bb3a1f7

Aliases

arxiv: 2502.07487 · arxiv_version: 2502.07487v1 · doi: 10.48550/arxiv.2502.07487 · pith_short_12: EPLBC2SLPO3W · pith_short_16: EPLBC2SLPO3WKLKK · pith_short_8: EPLBC2SL

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/EPLBC2SLPO3WKLKKRPXUN3GOJJ \
  | 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: 23d6116a4b7bb7652d4a8bef46ecce4a6a7d31250cb40f7e1c02f0ea0bb3a1f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c31fe0219492cef80922b7a1fce41c69a8ddb2c2528929e5756754b47f9acae",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-11T11:46:38Z",
    "title_canon_sha256": "21cac3d85ca25990db3148762457fce641cc33c61595e697133e014ac94c3b39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07487",
    "kind": "arxiv",
    "version": 1
  }
}