Pith Number

pith:WIUDUIQC

pith:2025:WIUDUIQCVYYPKFEFDIM67TEKQA

not attested not anchored not stored refs pending

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory

Nan Xu, Ran He, Tieniu Tan, Yexiang Liu, Zekun Li, Zhi Fang

arxiv:2505.10981 v3 · 2025-05-16 · cs.AI · 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{WIUDUIQCVYYPKFEFDIM67TEKQA}

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.

Receipt and verification

First computed	2026-07-05T11:54:12.073301Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2283a2202ae30f514851a19efcc8a80309aeb799f902763bc551a051933d7be

Aliases

arxiv: 2505.10981 · arxiv_version: 2505.10981v3 · doi: 10.48550/arxiv.2505.10981 · pith_short_12: WIUDUIQCVYYP · pith_short_16: WIUDUIQCVYYPKFEF · pith_short_8: WIUDUIQC

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/WIUDUIQCVYYPKFEFDIM67TEKQA \
  | 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: b2283a2202ae30f514851a19efcc8a80309aeb799f902763bc551a051933d7be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fec0a9e2caba76469e39529afefcd4ae3274d804a15afd38e504130e55645b1",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-16T08:28:57Z",
    "title_canon_sha256": "e1a5750bec34722f778890a4488b569b3695bd442bafad1eea1a1837f08da885"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10981",
    "kind": "arxiv",
    "version": 3
  }
}