Pith Number

pith:LJFXHCZH

pith:2026:LJFXHCZHLPNJKIN4PYUBSOLBLO

not attested not anchored not stored refs pending

Chaos in reason: How chain-of-thought LLMs can look for an answer

Gregorio Jaca, J\'anos T\"or\"ok, Krist\'of Benedek

arxiv:2607.27805 v1 · 2026-07-30 · nlin.CD · cond-mat.dis-nn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LJFXHCZHLPNJKIN4PYUBSOLBLO}

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

Temperature-driven inversion and nonlinear dynamics in ChatGPT-like AIs

Receipt and verification

First computed	2026-07-31T01:31:27.804561Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

5a4b738b275bda9521bc7e281939615bab11786d12201db0cde20a1becf1d779

Aliases

arxiv: 2607.27805 · arxiv_version: 2607.27805v1 · doi: 10.48550/arxiv.2607.27805 · pith_short_12: LJFXHCZHLPNJ · pith_short_16: LJFXHCZHLPNJKIN4 · pith_short_8: LJFXHCZH

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/LJFXHCZHLPNJKIN4PYUBSOLBLO \
  | 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: 5a4b738b275bda9521bc7e281939615bab11786d12201db0cde20a1becf1d779

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae36423f4178adaa2f2169ddf1de40019b324768847d865c4289d92906772452",
    "cross_cats_sorted": [
      "cond-mat.dis-nn"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "nlin.CD",
    "submitted_at": "2026-07-30T07:45:22Z",
    "title_canon_sha256": "8a92cb52ca50237bb490b68e2bd15adf64ddf692e4ffd6ddae58395087ee96e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.27805",
    "kind": "arxiv",
    "version": 1
  }
}