Pith Number

pith:NKRANFM2

pith:2024:NKRANFM2OUYAQNJVRBLBBHTO5F

not attested not anchored not stored refs pending

MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution

Hongyu Zhang, Wei Tao, Wenqiang Zhang, Yanlin Wang, Yu Cheng, Yucheng Zhou

arxiv:2403.17927 v2 · 2024-03-26 · cs.SE · 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{NKRANFM2OUYAQNJVRBLBBHTO5F}

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

3 papers in Pith

Emergent Coordination in Multi-Agent Language Models

From Static Analysis to Audience Dissemination: A Training-Free Multimodal Controversy Detection Multi-Agent Framework

Evaluating LLM Agents on Automated Software Analysis Tasks

Receipt and verification

First computed	2026-07-05T08:37:19.099356Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6aa206959a75300835358856109e6ee978afc715e023f26e32a2ebcafdb8ea81

Aliases

arxiv: 2403.17927 · arxiv_version: 2403.17927v2 · doi: 10.48550/arxiv.2403.17927 · pith_short_12: NKRANFM2OUYA · pith_short_16: NKRANFM2OUYAQNJV · pith_short_8: NKRANFM2

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/NKRANFM2OUYAQNJVRBLBBHTO5F \
  | 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: 6aa206959a75300835358856109e6ee978afc715e023f26e32a2ebcafdb8ea81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "414fe5195f08b70b9cf58f5f678ba92b0cfe266b9942b5735da7cf5025033e05",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-03-26T17:57:57Z",
    "title_canon_sha256": "c3c5ff535b765605144fbd8777b8907a943b37bf469ffe65b54295cc25d7b423"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.17927",
    "kind": "arxiv",
    "version": 2
  }
}