Pith Number

pith:4N2POA2Q

pith:2023:4N2POA2QXVWK6KGGYYMKYHOTPW

not attested not anchored not stored refs pending

The Science of Detecting LLM-Generated Texts

Ruixiang Tang, Xia Hu, Yu-Neng Chuang

arxiv:2303.07205 v3 · 2023-02-04 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4N2POA2QXVWK6KGGYYMKYHOTPW}

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

4 papers in Pith

ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability

SWaRL: Safeguard Code Watermarking via Reinforcement Learning

Chainwash: Multi-Step Rewriting Attacks on Diffusion Language Model Watermarks

Please Make it Sound like Human: Encoder-Decoder vs. Decoder-Only Transformers for AI-to-Human Text Style Transfer

Receipt and verification

First computed	2026-07-05T06:17:05.390338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e374f70350bd6caf28c6c618ac1dd37db51cd5a2d64b00b574b9af9f08ff2a30

Aliases

arxiv: 2303.07205 · arxiv_version: 2303.07205v3 · doi: 10.48550/arxiv.2303.07205 · pith_short_12: 4N2POA2QXVWK · pith_short_16: 4N2POA2QXVWK6KGG · pith_short_8: 4N2POA2Q

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/4N2POA2QXVWK6KGGYYMKYHOTPW \
  | 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: e374f70350bd6caf28c6c618ac1dd37db51cd5a2d64b00b574b9af9f08ff2a30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f634eb6a419821e82a9b7b7468ef1f9aef754378a86097c89f2d03caadea03a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-04T04:49:17Z",
    "title_canon_sha256": "4a04dd1fcdbfd118974607457f88ab590a5782fa662bf0516d54f4ff79a7f86e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.07205",
    "kind": "arxiv",
    "version": 3
  }
}