Pith Number

pith:YVA5LQTJ

pith:2025:YVA5LQTJ3MGWCOBHTOJMGH66C2

not attested not anchored not stored refs pending

Scaling Up, Speeding Up: A Benchmark of Speculative Decoding for Efficient LLM Test-Time Scaling

Chen Chen, Chen Ma, Hui-Ling Zhen, Mingxuan Yuan, Shengyin Sun, Weizhe Lin, Xianzhi Yu, Xing Li, Yiming Li, Yingzhao Lian, Zhiyuan Yang

arxiv:2509.04474 v1 · 2025-08-30 · cs.CL · 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{YVA5LQTJ3MGWCOBHTOJMGH66C2}

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	2026-07-05T12:05:23.713036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c541d5c269db0d6138279b92c31fde16b2003da56684260f9e1b631307f45195

Aliases

arxiv: 2509.04474 · arxiv_version: 2509.04474v1 · doi: 10.48550/arxiv.2509.04474 · pith_short_12: YVA5LQTJ3MGW · pith_short_16: YVA5LQTJ3MGWCOBH · pith_short_8: YVA5LQTJ

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/YVA5LQTJ3MGWCOBHTOJMGH66C2 \
  | 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: c541d5c269db0d6138279b92c31fde16b2003da56684260f9e1b631307f45195

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ec51f98d09457e667645d9c2864b54cb98dbe6ecbfeea0fb840e9c4acb4171c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-30T01:54:55Z",
    "title_canon_sha256": "47f15efeb9b6b75ac937fddb5dbcf4e4e09a0be8c566ce2935df734611c5954e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04474",
    "kind": "arxiv",
    "version": 1
  }
}