Pith Number

pith:B4OD3TI5

pith:2025:B4OD3TI5FPURFTM7WD4E43LZMH

not attested not anchored not stored refs pending

Empirical Research on Utilizing LLM-based Agents for Automated Bug Fixing via LangGraph

Jialin Wang, Zhihua Duan

arxiv:2502.18465 v1 · 2025-01-29 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B4OD3TI5FPURFTM7WD4E43LZMH}

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

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions

Receipt and verification

First computed	2026-07-05T10:19:58.260295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f1c3dcd1d2be912cd9fb0f84e6d7961eed0314fefb214de9a34d2a5bc937c53

Aliases

arxiv: 2502.18465 · arxiv_version: 2502.18465v1 · doi: 10.48550/arxiv.2502.18465 · pith_short_12: B4OD3TI5FPUR · pith_short_16: B4OD3TI5FPURFTM7 · pith_short_8: B4OD3TI5

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/B4OD3TI5FPURFTM7WD4E43LZMH \
  | 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: 0f1c3dcd1d2be912cd9fb0f84e6d7961eed0314fefb214de9a34d2a5bc937c53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "884a5902965efb2d1beb5686e37bd069865682178bfc4c80d6cc4ba22cec4342",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-29T12:01:00Z",
    "title_canon_sha256": "8818c61df5122f891a9c3d1bae2ff01b0c3fde40f4a23f609ba99e93e4d697d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18465",
    "kind": "arxiv",
    "version": 1
  }
}