Pith Number

pith:SOHL5WCQ

pith:2024:SOHL5WCQE4ON7YVYOL6U6ZJ4WI

not attested not anchored not stored refs pending

Machine Learning on Blockchain Data: A Systematic Mapping Study

Georgios Palaiokrassas, Leandros Tassiulas, Sarah Bouraga

arxiv:2403.17081 v1 · 2024-03-25 · 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{SOHL5WCQE4ON7YVYOL6U6ZJ4WI}

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

Modeling Decisions in Blockchain Analytics: A Leakage-Aware Evaluation of Tree-Based vs. Sequential Models

Receipt and verification

First computed	2026-07-05T08:00:44.899416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

938ebed850271cdfe2b872fd4f653cb20459ab01fe9a794cb9cf2c5a12886843

Aliases

arxiv: 2403.17081 · arxiv_version: 2403.17081v1 · doi: 10.48550/arxiv.2403.17081 · pith_short_12: SOHL5WCQE4ON · pith_short_16: SOHL5WCQE4ON7YVY · pith_short_8: SOHL5WCQ

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/SOHL5WCQE4ON7YVYOL6U6ZJ4WI \
  | 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: 938ebed850271cdfe2b872fd4f653cb20459ab01fe9a794cb9cf2c5a12886843

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d44ad4c7603fdc82eea6ff05f580943ef46611a269df1a88ab2c12b247bd8989",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-03-25T18:12:16Z",
    "title_canon_sha256": "b6550124a37e340bd901a3b0d3e1ab8c9aa8f6975f3e12b163079c077e97cab1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.17081",
    "kind": "arxiv",
    "version": 1
  }
}