Pith Number

pith:GPBJ5EN5

pith:2024:GPBJ5EN55QILQ4CM2EDQ4STOPG

not attested not anchored not stored refs pending

Duwak: Dual Watermarks in Large Language Models

Chaoyi Zhu, Jeroen Galjaard, Lydia Y. Chen, Pin-Yu Chen

arxiv:2403.13000 v2 · 2024-03-12 · cs.LG · cs.AI · cs.CL · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GPBJ5EN55QILQ4CM2EDQ4STOPG}

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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

1 paper in Pith

Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption

Receipt and verification

First computed	2026-07-05T08:53:20.875110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33c29e91bdec10b8704cd1070e4a6e79b4c9ec1db014eb4b6d2ef119c4f9e16b

Aliases

arxiv: 2403.13000 · arxiv_version: 2403.13000v2 · doi: 10.48550/arxiv.2403.13000 · pith_short_12: GPBJ5EN55QIL · pith_short_16: GPBJ5EN55QILQ4CM · pith_short_8: GPBJ5EN5

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/GPBJ5EN55QILQ4CM2EDQ4STOPG \
  | 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: 33c29e91bdec10b8704cd1070e4a6e79b4c9ec1db014eb4b6d2ef119c4f9e16b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0209d1f64b532ef429a5cb5dbde1263b4a81df0935975d04946f467eb1f622c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-12T16:25:38Z",
    "title_canon_sha256": "7fa077bfdce19cdee2d5dda9124b1d16b18fed08635391d45d84ee9d86bfc1f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13000",
    "kind": "arxiv",
    "version": 2
  }
}