Pith Number

pith:LHV43FUM

pith:2022:LHV43FUM3XG3HH6FDLGKP6OKYB

not attested not anchored not stored refs pending

Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods

Evan Crothers, Herna Viktor, Nathalie Japkowicz

arxiv:2210.07321 v4 · 2022-10-13 · cs.CL · cs.CR · cs.CY · 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{LHV43FUM3XG3HH6FDLGKP6OKYB}

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

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

Receipt and verification

First computed	2026-07-05T06:07:33.448725Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59ebcd968cddcdb39fc51acca7f9cac064e3b4eb5a794443dbb68e5a8f9eec76

Aliases

arxiv: 2210.07321 · arxiv_version: 2210.07321v4 · doi: 10.48550/arxiv.2210.07321 · pith_short_12: LHV43FUM3XG3 · pith_short_16: LHV43FUM3XG3HH6F · pith_short_8: LHV43FUM

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/LHV43FUM3XG3HH6FDLGKP6OKYB \
  | 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: 59ebcd968cddcdb39fc51acca7f9cac064e3b4eb5a794443dbb68e5a8f9eec76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c060f0830507b0bedda622df1c463f3ea56b07ccd71b53348ee7708831fab09",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-13T19:46:14Z",
    "title_canon_sha256": "192d8a6b6cb262c72c4b21ac17cfcb0d669c9fdf2ed086d986b5dfd35dd161f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07321",
    "kind": "arxiv",
    "version": 4
  }
}