Pith Number

pith:CJIUFJ7Q

pith:2026:CJIUFJ7Q6NMFNSMUNYQ6LAU3MX

not attested not anchored not stored refs pending

Dynamics Within Latent Chain-of-Thought: An Empirical Study of Causal Structure

Chenghua Lin, Jian Yang, Kehai Chen, Min Zhang, Xuefeng Bai, Yizhi Li, Zirui Li

arxiv:2602.08783 v3 · 2026-02-09 · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CJIUFJ7Q6NMFNSMUNYQ6LAU3MX}

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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

3 papers in Pith

Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs

SMolLM: Small Language Models Learn Small Molecular Grammar

Mitigating Multimodal Hallucination via Phase-wise Self-reward

Receipt and verification

First computed	2026-05-29T02:05:40.791118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

125142a7f0f35856c9946e21e5829b65d2f344979c1171e81b72aaf59fb539f5

Aliases

arxiv: 2602.08783 · arxiv_version: 2602.08783v3 · doi: 10.48550/arxiv.2602.08783 · pith_short_12: CJIUFJ7Q6NMF · pith_short_16: CJIUFJ7Q6NMFNSMU · pith_short_8: CJIUFJ7Q

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/CJIUFJ7Q6NMFNSMUNYQ6LAU3MX \
  | 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: 125142a7f0f35856c9946e21e5829b65d2f344979c1171e81b72aaf59fb539f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3566aa2b5a4b505e2a530e7312539de10fdfdb683cb0024a8b4025acae10bd9",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-09T15:25:12Z",
    "title_canon_sha256": "7ab48aa31c8d1fafec34c505f595583e9c74437858fb56361ed7a9c151cb4bf4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.08783",
    "kind": "arxiv",
    "version": 3
  }
}