Pith Number

pith:WVELVWN4

pith:2023:WVELVWN4EK7AQQQBCGMBYCAUCU

not attested not anchored not stored refs pending

Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature

Guangsheng Bao, Linyi Yang, Yanbin Zhao, Yue Zhang, Zhiyang Teng

arxiv:2310.05130 v3 · 2023-10-08 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WVELVWN4EK7AQQQBCGMBYCAUCU}

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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

8 papers in Pith

Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift

An Exploratory Study on LLM-Generated Code and Comments in Code Repositories

Operation-Guided Progressive Human-to-AI Text Transformation Benchmark for Multi-Granularity AI-Text Detection

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

FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences

Receipt and verification

First computed	2026-07-05T09:49:00.475635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b548bad9bc22be08420111981c0814153725fd59ffdbb86639dd02de2439aa94

Aliases

arxiv: 2310.05130 · arxiv_version: 2310.05130v3 · doi: 10.48550/arxiv.2310.05130 · pith_short_12: WVELVWN4EK7A · pith_short_16: WVELVWN4EK7AQQQB · pith_short_8: WVELVWN4

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/WVELVWN4EK7AQQQBCGMBYCAUCU \
  | 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: b548bad9bc22be08420111981c0814153725fd59ffdbb86639dd02de2439aa94

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75cc00e23c9626110f1901bf7b98ce05fb5c7341a81156c21fff757c98a89238",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-08T11:41:28Z",
    "title_canon_sha256": "7da7a720d87ae69fbd0d7a7cc40c957243b7d439edeb60d63ad9ebc633823b89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05130",
    "kind": "arxiv",
    "version": 3
  }
}