Pith Number

pith:SWQYJUFY

pith:2024:SWQYJUFYJRSTIV6PPJ3UPXA5UA

not attested not anchored not stored refs pending

Defining and Detecting the Defects of the Large Language Model-based Autonomous Agents

Jiachi Chen, Jingwen Zhang, Kaiwen Ning, Wei Li, Weizhe Zhang, Yuming Feng, Zexu Wang, Zibin Zheng

arxiv:2412.18371 v2 · 2024-12-24 · 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{SWQYJUFYJRSTIV6PPJ3UPXA5UA}

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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

LLM Code Smells: A Taxonomy and Detection Approach

Receipt and verification

First computed	2026-07-05T09:54:07.904936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95a184d0b84c653457cf7a7747dc1da01a23812370a9b623ea2b5e7e1e0b2227

Aliases

arxiv: 2412.18371 · arxiv_version: 2412.18371v2 · doi: 10.48550/arxiv.2412.18371 · pith_short_12: SWQYJUFYJRST · pith_short_16: SWQYJUFYJRSTIV6P · pith_short_8: SWQYJUFY

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/SWQYJUFYJRSTIV6PPJ3UPXA5UA \
  | 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: 95a184d0b84c653457cf7a7747dc1da01a23812370a9b623ea2b5e7e1e0b2227

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a96c9c31d4d35369cb8945a9b6587790127bec01dc2984cdb8169dc3f2106a0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-24T11:54:14Z",
    "title_canon_sha256": "46a7d7b8982f17f34d23feb28abeba24a438792870ce6d212d03c60c21c92147"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18371",
    "kind": "arxiv",
    "version": 2
  }
}