Pith Number

pith:GG6H46ES

pith:2023:GG6H46ESFUVJ2MVFBSPZU2KMAU

not attested not anchored not stored refs pending

OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples

Masahiro Kaneko, Naoaki Okazaki, Ryuto Koike

arxiv:2307.11729 v3 · 2023-07-21 · 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{GG6H46ESFUVJ2MVFBSPZU2KMAU}

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

Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations

Receipt and verification

First computed	2026-07-05T07:46:20.927224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31bc7e78922d2a9d32a50c9f9a694c050cb06deabd0b65075ea41024d7293d37

Aliases

arxiv: 2307.11729 · arxiv_version: 2307.11729v3 · doi: 10.48550/arxiv.2307.11729 · pith_short_12: GG6H46ESFUVJ · pith_short_16: GG6H46ESFUVJ2MVF · pith_short_8: GG6H46ES

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/GG6H46ESFUVJ2MVFBSPZU2KMAU \
  | 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: 31bc7e78922d2a9d32a50c9f9a694c050cb06deabd0b65075ea41024d7293d37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c8ecf10a2e918ef512068d8bb5e0dc807635a93100364cb0616f680c607bf55",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-21T17:40:47Z",
    "title_canon_sha256": "af740eaead62f23878e1b91d14c58a382f8131e6a71c17483510d997b81898d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.11729",
    "kind": "arxiv",
    "version": 3
  }
}