Pith Number

pith:NSHVO5ZG

pith:2025:NSHVO5ZGVPDXSO5LLONOJO7ION

not attested not anchored not stored refs pending

Emergent Response Planning in LLMs

Chaochao Lu, Chao Yang, Zhanhui Zhou, Zhichen Dong, Zhixuan Liu

arxiv:2502.06258 v3 · 2025-02-10 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NSHVO5ZGVPDXSO5LLONOJO7ION}

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

3 papers in Pith

From Tokens to States: LLMs as a Special Case of World Models and the Continuous Path Beyond

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Do Large Language Models Plan Answer Positions? Position Bias in Multiple-Choice Question Generation

Receipt and verification

First computed	2026-07-05T11:47:19.031696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c8f577726abc7793bab5b9ae4bbe87360428612136cbd0dcc4723c503bf0074

Aliases

arxiv: 2502.06258 · arxiv_version: 2502.06258v3 · doi: 10.48550/arxiv.2502.06258 · pith_short_12: NSHVO5ZGVPDX · pith_short_16: NSHVO5ZGVPDXSO5L · pith_short_8: NSHVO5ZG

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/NSHVO5ZGVPDXSO5LLONOJO7ION \
  | 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: 6c8f577726abc7793bab5b9ae4bbe87360428612136cbd0dcc4723c503bf0074

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e17a9ae2bb67bf7230c92c17efd7b218d5edabaf6ffaac97ea0295a195b3a782",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-10T08:48:10Z",
    "title_canon_sha256": "24b9d6b46121d7a1137c8a5cc4db8104dc8f30ef02067d5dfd1465d6cc73b599"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06258",
    "kind": "arxiv",
    "version": 3
  }
}