Pith Number

pith:4DLULUVQ

pith:2025:4DLULUVQFOKGT5LS7GULQSAZLU

not attested not anchored not stored refs pending

Transaction Categorization with Relational Deep Learning in QuickBooks

Ayan Acharya, Kaiwen Dong, Kamalika Das, Maria Kissa, Mauricio Flores, Nitesh V. Chawla, Padmaja Jonnalagedda, Xiang Gao

arxiv:2506.09234 v1 · 2025-06-10 · cs.CE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4DLULUVQFOKGT5LS7GULQSAZLU}

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.

Receipt and verification

First computed	2026-07-05T11:19:33.492115Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0d745d2b02b9469f572f9a8b848195d24022d09d273038bd0dbb4ba733ab051

Aliases

arxiv: 2506.09234 · arxiv_version: 2506.09234v1 · doi: 10.48550/arxiv.2506.09234 · pith_short_12: 4DLULUVQFOKG · pith_short_16: 4DLULUVQFOKGT5LS · pith_short_8: 4DLULUVQ

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/4DLULUVQFOKGT5LS7GULQSAZLU \
  | 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: e0d745d2b02b9469f572f9a8b848195d24022d09d273038bd0dbb4ba733ab051

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bef37d513cdf15d2f38b531e714242be76889c07b42c98bb89da7a43de40f37",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-06-10T20:42:41Z",
    "title_canon_sha256": "d3d8185c5a23f4664327766b5cbea6b783c0e4173a54a9cc0a74c672a3920925"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09234",
    "kind": "arxiv",
    "version": 1
  }
}