Pith Number

pith:CFVKRDE2

pith:2024:CFVKRDE2XXZDY45FCTU7YJXPA2

not attested not anchored not stored refs pending

Multimodal Banking Dataset: Understanding Client Needs through Event Sequences

Alexander Kostin, Andrey Savchenko, Dzhambulat Mollaev, Gleb Gusev, Ivan Karpukhin, Ivan Kireev, Maria Postnova

arxiv:2409.17587 v2 · 2024-09-26 · 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{CFVKRDE2XXZDY45FCTU7YJXPA2}

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	2026-07-05T11:13:58.221973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

116aa88c9abdf23c73a514e9fc26ef06bfbcffb833c418a326c9088f504ab547

Aliases

arxiv: 2409.17587 · arxiv_version: 2409.17587v2 · doi: 10.48550/arxiv.2409.17587 · pith_short_12: CFVKRDE2XXZD · pith_short_16: CFVKRDE2XXZDY45F · pith_short_8: CFVKRDE2

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/CFVKRDE2XXZDY45FCTU7YJXPA2 \
  | 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: 116aa88c9abdf23c73a514e9fc26ef06bfbcffb833c418a326c9088f504ab547

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9436690929b9c3010f7587f932bfc92ca2a4d74a85b459772f8c4ec45c7ee976",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-26T07:07:08Z",
    "title_canon_sha256": "400706fbb4fd6c47ad885ce3d531843770b2ebc7fa406b2e4813c77416a61f95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.17587",
    "kind": "arxiv",
    "version": 2
  }
}