Pith Number

pith:PMFQUSM6

pith:2023:PMFQUSM6676QULD4UWSSX7G3VM

not attested not anchored not stored refs pending

Robust Distortion-free Watermarks for Language Models

John Thickstun, Percy Liang, Rohith Kuditipudi, Tatsunori Hashimoto

arxiv:2307.15593 v3 · 2023-07-28 · cs.LG · cs.CL · cs.CR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PMFQUSM6676QULD4UWSSX7G3VM}

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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

26 papers in Pith

Beyond Heuristic Tuning: Power-Calibrated LLM Watermarking

TRACE: A Two-Channel Robust Attribution Watermark via Complementary Embeddings for LLM-Agent Trajectories

Unsupervised Style Representation Learning for AI-Text Detection via Paraphrase Inversion

Block-wise Codeword Embedding for Reliable Multi-bit Text Watermarking

SAMark: A Self-Anchored Text Watermarking with Paragraph-Level Paraphrase Robustness

Receipt and verification

First computed	2026-07-05T08:28:01.718003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b0b0a499ef7fd0a2c7ca5a52bfcdbab015d86f2b945d91f3d1ad367643d8fe5

Aliases

arxiv: 2307.15593 · arxiv_version: 2307.15593v3 · doi: 10.48550/arxiv.2307.15593 · pith_short_12: PMFQUSM6676Q · pith_short_16: PMFQUSM6676QULD4 · pith_short_8: PMFQUSM6

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/PMFQUSM6676QULD4UWSSX7G3VM \
  | 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: 7b0b0a499ef7fd0a2c7ca5a52bfcdbab015d86f2b945d91f3d1ad367643d8fe5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc8542de9e688e1fd80b14fe4612d397364072fcf6c1f51526dd9307418b2f42",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-28T14:52:08Z",
    "title_canon_sha256": "5a15c4e56b7c848adf515399f2d2bb51c73086e06db5a818bb7a3da47f4adaab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.15593",
    "kind": "arxiv",
    "version": 3
  }
}