Pith Number

pith:ACPMOPGT

pith:2025:ACPMOPGTGPR2ME2J5C5ISR3K4L

not attested not anchored not stored refs pending

Cognitive Activation and Chaotic Dynamics in Large Language Models: A Quasi-Lyapunov Analysis of Reasoning Mechanisms

Hangjie Mo, Ruiqing Ding, Shanlin Yang, Xiaojian Li, Yongkang Leng

arxiv:2503.13530 v1 · 2025-03-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ACPMOPGTGPR2ME2J5C5ISR3K4L}

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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.

Receipt and verification

First computed	2026-07-05T10:33:12.193886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

009ec73cd333e3a61349e8ba89476ae2e87f21c3b0b9f6282429d3a9f24f79b1

Aliases

arxiv: 2503.13530 · arxiv_version: 2503.13530v1 · doi: 10.48550/arxiv.2503.13530 · pith_short_12: ACPMOPGTGPR2 · pith_short_16: ACPMOPGTGPR2ME2J · pith_short_8: ACPMOPGT

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/ACPMOPGTGPR2ME2J5C5ISR3K4L \
  | 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: 009ec73cd333e3a61349e8ba89476ae2e87f21c3b0b9f6282429d3a9f24f79b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "415f7b5d2968288b0dd0a32d379fef39e5e1c980dba8a59e1f2782dc15f03477",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-15T08:15:10Z",
    "title_canon_sha256": "dc0638f60e13b5a146c817cb57283aef2765d8e4a122e382a35b824d26cd44e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.13530",
    "kind": "arxiv",
    "version": 1
  }
}