Pith Number

pith:U23NDBDU

pith:2025:U23NDBDUBYBXSTSOWEC4KNB3ZC

not attested not anchored not stored refs pending

Is Depth All You Need? An Exploration of Iterative Reasoning in LLMs

Baoduo Xu, Jiaying Yang, Lei Feng, Mengmeng Zhan, Tianyu Li, Xiaofeng Zhu, Zongqian Wu

arxiv:2502.10858 v2 · 2025-02-15 · cs.AI · 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{U23NDBDUBYBXSTSOWEC4KNB3ZC}

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

Avoidance Decoding for Diverse Multi-Branch Story Generation

Receipt and verification

First computed	2026-07-05T10:15:49.615169Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6b6d184740e03794e4eb105c5343bc8a30db6e5105a5b8307852bf6753e8ca6

Aliases

arxiv: 2502.10858 · arxiv_version: 2502.10858v2 · doi: 10.48550/arxiv.2502.10858 · pith_short_12: U23NDBDUBYBX · pith_short_16: U23NDBDUBYBXSTSO · pith_short_8: U23NDBDU

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/U23NDBDUBYBXSTSOWEC4KNB3ZC \
  | 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: a6b6d184740e03794e4eb105c5343bc8a30db6e5105a5b8307852bf6753e8ca6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fab7970a445f4d21250545f8251e2b702b50c011a8383ef4080d7cef9e7b50e9",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-15T16:59:59Z",
    "title_canon_sha256": "5d9bf15eee3211f7fa47414214ce7d46b775cc41eb568b7a0ea5d792b2286a8f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.10858",
    "kind": "arxiv",
    "version": 2
  }
}