Pith Number

pith:SD3ZQBIW

pith:2023:SD3ZQBIWSL2U4PH24FJBJUKPPX

not attested not anchored not stored refs pending

Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model

Hao Zhang, Hongcheng Gao, Yibo Miao, Zhijie Deng

arxiv:2305.16617 v3 · 2023-05-26 · cs.LG · 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{SD3ZQBIWSL2U4PH24FJBJUKPPX}

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.

Receipt and verification

First computed	2026-07-05T08:26:57.295962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90f798051692f54e3cfae15214d14f7df829939d9f33d3d19c8c9512e4701054

Aliases

arxiv: 2305.16617 · arxiv_version: 2305.16617v3 · doi: 10.48550/arxiv.2305.16617 · pith_short_12: SD3ZQBIWSL2U · pith_short_16: SD3ZQBIWSL2U4PH2 · pith_short_8: SD3ZQBIW

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/SD3ZQBIWSL2U4PH24FJBJUKPPX \
  | 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: 90f798051692f54e3cfae15214d14f7df829939d9f33d3d19c8c9512e4701054

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0565c025e8e3a429fd870c7cdb5fbdd41d441acf304904f037090dea89a1a2ac",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-26T04:23:10Z",
    "title_canon_sha256": "91c69c77b781d2b4691be8514423219f7e8701f48e6c4e0d0080cdbda2c5855b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16617",
    "kind": "arxiv",
    "version": 3
  }
}