Pith Number

pith:5LDSEPM4

pith:2024:5LDSEPM4P5DVWTAIOUMJB7G5TI

not attested not anchored not stored refs pending

Training-free LLM-generated Text Detection by Mining Token Probability Sequences

Fei Wu, Huangsen Cao, Yifei Bi, Yihuai Xu, Yongwei Wang, Yu Zhao, Zhouhan Lin

arxiv:2410.06072 v1 · 2024-10-08 · 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{5LDSEPM4P5DVWTAIOUMJB7G5TI}

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

DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities

Receipt and verification

First computed	2026-07-05T09:17:55.453439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eac7223d9c7f475b4c08751890fcdd9a18d8e976b465d6df9905f0fd744b6eb7

Aliases

arxiv: 2410.06072 · arxiv_version: 2410.06072v1 · doi: 10.48550/arxiv.2410.06072 · pith_short_12: 5LDSEPM4P5DV · pith_short_16: 5LDSEPM4P5DVWTAI · pith_short_8: 5LDSEPM4

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/5LDSEPM4P5DVWTAIOUMJB7G5TI \
  | 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: eac7223d9c7f475b4c08751890fcdd9a18d8e976b465d6df9905f0fd744b6eb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "969a8fd8887dcc551e96cc47b2763eaefea1fddfacc173e13fc88b4b937fd2be",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-08T14:23:45Z",
    "title_canon_sha256": "a88d1e3eb1ac89b8114263080cfd10b56c889c9c65f8c64077015478e8143155"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06072",
    "kind": "arxiv",
    "version": 1
  }
}