Pith Number

pith:A2S3W22X

pith:2024:A2S3W22XG4XY43Z6ULG66G5DEY

not attested not anchored not stored refs pending

Few-Shot Detection of Machine-Generated Text using Style Representations

Aleem Khan, Barry Chen, Kailin Koch, Marcus Bishop, Nicholas Andrews, Rafael Rivera Soto

arxiv:2401.06712 v3 · 2024-01-12 · cs.CL · 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{A2S3W22XG4XY43Z6ULG66G5DEY}

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

2 papers in Pith

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

Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI

Receipt and verification

First computed	2026-07-05T08:17:04.356008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06a5bb6b57372f8e6f3ea2cdef1ba32630102cc68251d247aee4715fd0e57440

Aliases

arxiv: 2401.06712 · arxiv_version: 2401.06712v3 · doi: 10.48550/arxiv.2401.06712 · pith_short_12: A2S3W22XG4XY · pith_short_16: A2S3W22XG4XY43Z6 · pith_short_8: A2S3W22X

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/A2S3W22XG4XY43Z6ULG66G5DEY \
  | 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: 06a5bb6b57372f8e6f3ea2cdef1ba32630102cc68251d247aee4715fd0e57440

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "030ef0c45b76af5063ae6594a583c97f7c86e24257f82a4446273ded8a9fa50b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-12T17:26:51Z",
    "title_canon_sha256": "ce7565eed0d3e6dbd29aab8f99a4085b3507bc72a8fad3088d7b1ae9cf6273ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06712",
    "kind": "arxiv",
    "version": 3
  }
}