Pith Number

pith:KOO3ODKE

pith:2025:KOO3ODKEDWZT5DF4IGS45HJ5AT

not attested not anchored not stored refs pending

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning

Chunerh Cho, Ho-Lam Chung, Hsiao-Ying Huang, Jian-Ren Lin, Teng-Yun Hsiao, Yun-Nung Chen, Zhang Ziwei

arxiv:2506.04611 v1 · 2025-06-05 · 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{KOO3ODKEDWZT5DF4IGS45HJ5AT}

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

From Exposure to Internalization: Dual-Stream Calibration for In-context Clinical Reasoning

Receipt and verification

First computed	2026-07-05T11:16:17.835993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

539db70d441db33e8cbc41a5ce9d3d04d0b8f79a2b7b69821ef062d76af84e2d

Aliases

arxiv: 2506.04611 · arxiv_version: 2506.04611v1 · doi: 10.48550/arxiv.2506.04611 · pith_short_12: KOO3ODKEDWZT · pith_short_16: KOO3ODKEDWZT5DF4 · pith_short_8: KOO3ODKE

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/KOO3ODKEDWZT5DF4IGS45HJ5AT \
  | 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: 539db70d441db33e8cbc41a5ce9d3d04d0b8f79a2b7b69821ef062d76af84e2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a2cbf4ae0d39bfb5427b91a7a5a5067b4f55dfbbcb1367367bd053c70df030b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-05T04:02:17Z",
    "title_canon_sha256": "ea1191a73900e0abd5e341a2273a590743146591c12e363a0a9fb34400b45a76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04611",
    "kind": "arxiv",
    "version": 1
  }
}