Pith Number

pith:FRJLIEQX

pith:2025:FRJLIEQXYOSVD6J7EGQEDNCR7E

not attested not anchored not stored refs pending

Accelerating Large Language Model Reasoning via Speculative Search

Feng Wu, Huiling Zhen, Jianye Hao, Jie Wang, Jilai Pan, Mingxuan Yuan, Xilin Xia, Zhihai Wang

arxiv:2505.02865 v2 · 2025-05-03 · 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{FRJLIEQXYOSVD6J7EGQEDNCR7E}

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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

Before Thinking, Learn to Decide: Proactive Routing for Efficient Visual Reasoning

Receipt and verification

First computed	2026-07-05T11:08:41.076273Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c52b41217c3a551f93f21a041b451f9312b4c22ca4e49693058e3471f644daf

Aliases

arxiv: 2505.02865 · arxiv_version: 2505.02865v2 · doi: 10.48550/arxiv.2505.02865 · pith_short_12: FRJLIEQXYOSV · pith_short_16: FRJLIEQXYOSVD6J7 · pith_short_8: FRJLIEQX

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/FRJLIEQXYOSVD6J7EGQEDNCR7E \
  | 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: 2c52b41217c3a551f93f21a041b451f9312b4c22ca4e49693058e3471f644daf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea8f761284fa0bbef622959683082cb0375451f819aa7b2f4eb7c234033302e2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-03T12:14:08Z",
    "title_canon_sha256": "22c9488779e1c4febd59e946353a2328284e56b6ac64bbe2e167f2b90ad19f9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02865",
    "kind": "arxiv",
    "version": 2
  }
}