Pith Number

pith:GHTU5OQC

pith:2026:GHTU5OQCF27JKOS4MM7IXP5X3H

not attested not anchored not stored refs pending

Test-Time Scaling in Reasoning LLMs: Inference Regimes, Evaluation, and Reproducibility

Amirhossein Samandar, Biyao Zhang, Debargha Ganguly, Jerry Peng, Kai Ye, Michael Hinczewski, Mohsen Hariri, Nahal Shahini, Shouren Wang, Sreehari Sankar, Vikash Singh, Vipin Chaudhary, Weicong Chen, Yanyan Zhang

arxiv:2608.04001 v1 · 2026-08-04 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GHTU5OQCF27JKOS4MM7IXP5X3H}

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	2026-08-05T01:37:40.513457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31e74eba022ebe953a5c633e8bbfb7d9f2f6abec5c8f098893fbf325f606ce6d

Aliases

arxiv: 2608.04001 · arxiv_version: 2608.04001v1 · doi: 10.48550/arxiv.2608.04001 · pith_short_12: GHTU5OQCF27J · pith_short_16: GHTU5OQCF27JKOS4 · pith_short_8: GHTU5OQC

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/GHTU5OQCF27JKOS4MM7IXP5X3H \
  | 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: 31e74eba022ebe953a5c633e8bbfb7d9f2f6abec5c8f098893fbf325f606ce6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4ec14a34c8b56b4f3b767a381944029d7015bdc71b4a763e9411a61027dcc7b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-04T17:57:20Z",
    "title_canon_sha256": "00b8d063dcf64655e7df621a72545787957709d8fb9b4e7b4fcacba6ec28767c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.04001",
    "kind": "arxiv",
    "version": 1
  }
}