Pith Number

pith:QRDX5PDU

pith:2024:QRDX5PDULNGROB7CJEY36V4AGD

not attested not anchored not stored refs pending

Learning Transactions Representations for Information Management in Banks: Mastering Local, Global, and External Knowledge

Alexander Stepikin, Alexandra Bazarova, Alexandr Yugay, Alexey Zaytsev, Andrey Savchenko, Dzhambulat Mollaev, Evgenia Romanenkova, Ilya Kuleshov, Ivan Kireev, Maria Kovaleva

arxiv:2404.02047 v3 · 2024-04-02 · cs.LG · 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{QRDX5PDULNGROB7CJEY36V4AGD}

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	2026-07-05T10:08:52.582868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84477ebc745b4d1707e24931bf578030ee07d0e50f47f718767597d8cd7e3ec8

Aliases

arxiv: 2404.02047 · arxiv_version: 2404.02047v3 · doi: 10.48550/arxiv.2404.02047 · pith_short_12: QRDX5PDULNGR · pith_short_16: QRDX5PDULNGROB7C · pith_short_8: QRDX5PDU

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/QRDX5PDULNGROB7CJEY36V4AGD \
  | 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: 84477ebc745b4d1707e24931bf578030ee07d0e50f47f718767597d8cd7e3ec8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0f17d075f35a97b1866581c6d8e30a1f2f04d55f463dc4f3ec5a256cb948ce5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-02T15:39:14Z",
    "title_canon_sha256": "b58b21d0887c486ee042113257f8e7106bf53915fca424ee6718691879148f4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.02047",
    "kind": "arxiv",
    "version": 3
  }
}