Pith Number

pith:PGE5E733

pith:2025:PGE5E733EYCH7ZXHEM4VJEFXAT

not attested not anchored not stored refs pending

Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing

Jianhao Yan, Yafu Li, Yu Cheng, Yue Zhang, Zhilin Wang

arxiv:2502.15208 v2 · 2025-02-21 · 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{PGE5E733EYCH7ZXHEM4VJEFXAT}

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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

Multispin Physics of AI Tipping Points and Hallucinations

Receipt and verification

First computed	2026-07-05T11:03:57.018407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7989d27f7b26047fe6e723395490b704cb5ce32a1180ebebb8765808d5dc9e92

Aliases

arxiv: 2502.15208 · arxiv_version: 2502.15208v2 · doi: 10.48550/arxiv.2502.15208 · pith_short_12: PGE5E733EYCH · pith_short_16: PGE5E733EYCH7ZXH · pith_short_8: PGE5E733

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/PGE5E733EYCH7ZXHEM4VJEFXAT \
  | 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: 7989d27f7b26047fe6e723395490b704cb5ce32a1180ebebb8765808d5dc9e92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88e18ff3f957a4711934b0d95aaee1378ac498118120af87677c1c0264d5b9a4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-21T04:46:57Z",
    "title_canon_sha256": "e1b4c3312e76cde56b226b91f785fd8cd1761520256311d324f8bcdf266fab72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15208",
    "kind": "arxiv",
    "version": 2
  }
}