Pith Number

pith:3ZEIXMR5

pith:2023:3ZEIXMR5RMVTQ5ZZUI4RDR2XDD

not attested not anchored not stored refs pending

Zero-Shot Detection of Machine-Generated Codes

Haifeng Chen, Kexun Zhang, Linda Petzold, Wei Cheng, William Yang Wang, Xianjun Yang

arxiv:2310.05103 v1 · 2023-10-08 · cs.CL · cs.AI · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3ZEIXMR5RMVTQ5ZZUI4RDR2XDD}

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

Detecting AI Coding Agents in Open Source: A Validated Multi-Method Census of 180 Million Repositories

Hidden Human-Like Nature of Machine-Generated Texts: Theory and Detection Enhancement

Multi-Level Contextual Token Relation Modeling for Machine-Generated Text Detection

Receipt and verification

First computed	2026-07-05T06:58:26.785672Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de488bb23d8b2b387739a23911c75718e5d1431c6c51c6ba59b2c26d0e4178d5

Aliases

arxiv: 2310.05103 · arxiv_version: 2310.05103v1 · doi: 10.48550/arxiv.2310.05103 · pith_short_12: 3ZEIXMR5RMVT · pith_short_16: 3ZEIXMR5RMVTQ5ZZ · pith_short_8: 3ZEIXMR5

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/3ZEIXMR5RMVTQ5ZZUI4RDR2XDD \
  | 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: de488bb23d8b2b387739a23911c75718e5d1431c6c51c6ba59b2c26d0e4178d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58e78a2059d630a93da1e7591485d7e07ba531d37c5ac2ae63e76287efb31214",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-08T10:08:21Z",
    "title_canon_sha256": "152c221865fe2e485ab933a11a5c9871d6eccd8d98bf9e209b72abb198b9503c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05103",
    "kind": "arxiv",
    "version": 1
  }
}