Pith Number

pith:NDCNIWFM

pith:2025:NDCNIWFM2TRF22GNRQDIR4DOGX

not attested not anchored not stored refs pending

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks

Xinzhe Li

arxiv:2501.10069 v4 · 2025-01-17 · 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{NDCNIWFM2TRF22GNRQDIR4DOGX}

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

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning

Receipt and verification

First computed	2026-07-05T10:54:41.719582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68c4d458acd4e25d68cd8c0688f06e35cbf57ef3c0daf406122a2d1b750c588d

Aliases

arxiv: 2501.10069 · arxiv_version: 2501.10069v4 · doi: 10.48550/arxiv.2501.10069 · pith_short_12: NDCNIWFM2TRF · pith_short_16: NDCNIWFM2TRF22GN · pith_short_8: NDCNIWFM

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/NDCNIWFM2TRF22GNRQDIR4DOGX \
  | 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: 68c4d458acd4e25d68cd8c0688f06e35cbf57ef3c0daf406122a2d1b750c588d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3384c051c8e9005e62983944687625b07bed906158e55ea637ec6e3d27d0d396",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-17T09:42:48Z",
    "title_canon_sha256": "6dd827edc92d298f18d2a81b93d56cd3dc46eea2bf7a8665ed837ced184d9ddd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10069",
    "kind": "arxiv",
    "version": 4
  }
}