Pith Number

pith:DMAYHV3J

pith:2025:DMAYHV3J4FJUK5TNHU4JAEJZWU

not attested not anchored not stored refs pending

Think Before You Accept: Semantic Reflective Verification for Faster Speculative Decoding

Qingfu Zhu, Shiyu Ji, Wanxiang Che, Yang Xu, Yijun Liu, Yixuan Wang, Yuzhuang Xu

arxiv:2505.18629 v1 · 2025-05-24 · 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{DMAYHV3J4FJUK5TNHU4JAEJZWU}

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

CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration

Receipt and verification

First computed	2026-07-05T11:09:16.650778Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b0183d769e15345766d3d38901139b52c21d01dd779a2c0c029ad1ab9d69498

Aliases

arxiv: 2505.18629 · arxiv_version: 2505.18629v1 · doi: 10.48550/arxiv.2505.18629 · pith_short_12: DMAYHV3J4FJU · pith_short_16: DMAYHV3J4FJUK5TN · pith_short_8: DMAYHV3J

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/DMAYHV3J4FJUK5TNHU4JAEJZWU \
  | 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: 1b0183d769e15345766d3d38901139b52c21d01dd779a2c0c029ad1ab9d69498

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8da90ff08929da8e14265b9ab0d2e1ca22535c37885294cfadfec81e95c91bbf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-24T10:26:27Z",
    "title_canon_sha256": "3f9946df89d319bffea460a0c1539de089666b86cccbd1c5c87e16e3bbfcb5ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18629",
    "kind": "arxiv",
    "version": 1
  }
}