Pith Number

pith:YGURD27V

pith:2025:YGURD27VLRHBKKE36MOO2RFXK3

not attested not anchored not stored refs pending

Large Language Models for Cryptocurrency Transaction Analysis: A Bitcoin Case Study

Jiangshan Yu, Kim-Kwang Raymond Choo, Qin Wang, Rafael Dowsley, Tsz Hon Yuen, Yuchen Lei, Yuexin Xiang

arxiv:2501.18158 v3 · 2025-01-30 · cs.CR · 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{YGURD27VLRHBKKE36MOO2RFXK3}

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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

SoK: Blockchain Agent-to-Agent Payments

Receipt and verification

First computed	2026-07-05T12:04:30.592542Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1a911ebf55c4e15289bf31ced44b756fb136f565de755f5cae2a1c5e8495f98

Aliases

arxiv: 2501.18158 · arxiv_version: 2501.18158v3 · doi: 10.48550/arxiv.2501.18158 · pith_short_12: YGURD27VLRHB · pith_short_16: YGURD27VLRHBKKE3 · pith_short_8: YGURD27V

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/YGURD27VLRHBKKE36MOO2RFXK3 \
  | 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: c1a911ebf55c4e15289bf31ced44b756fb136f565de755f5cae2a1c5e8495f98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93219e54e68ffb46299871f6e3cf37aaeb573436a58408fff3438022b9d8d5a7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-30T05:48:13Z",
    "title_canon_sha256": "af9e4c6da6ab03dac310ba1156b9b7d5098281f61a0166675b99a57dc536dca7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18158",
    "kind": "arxiv",
    "version": 3
  }
}