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Pith Number

pith:WCBFZDNG

pith:2024:WCBFZDNGFNZHAAQ2WEAIUUTHFR
not attested not anchored not stored refs pending

Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

Jingbo Shang, Li Zhong, Zilong Wang

arxiv:2402.16906 v6 · 2024-02-25 · cs.SE · 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{WCBFZDNGFNZHAAQ2WEAIUUTHFR}

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

13 papers in Pith

How Generation Architecture Shapes Code Complexity in Multi-Agent LLM Systems: A Paired Study on HumanEval
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications
SrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models
Specification-Driven Code Translation Powered by Large Language Models: How Far Are We?
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications
Receipt and verification
First computed 2026-07-05T08:29:45.987575Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b0825c8da62b7270021ab1008a52672c4c877ef2c7347fab99354803b69843cf

Aliases

arxiv: 2402.16906 · arxiv_version: 2402.16906v6 · doi: 10.48550/arxiv.2402.16906 · pith_short_12: WCBFZDNGFNZH · pith_short_16: WCBFZDNGFNZHAAQ2 · pith_short_8: WCBFZDNG
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/WCBFZDNGFNZHAAQ2WEAIUUTHFR \
  | 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: b0825c8da62b7270021ab1008a52672c4c877ef2c7347fab99354803b69843cf
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "bf4fb918cd87c6d47dab4aa418fe35be09fffc692838a5472756a7b4e8bb63bf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-25T00:56:27Z",
    "title_canon_sha256": "81f9994e16e91ef49cc5d6dcf6bc01aee9e707d9035aa40134a0b4204ac0af74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.16906",
    "kind": "arxiv",
    "version": 6
  }
}