Pith Number

pith:QJBGAS2Z

pith:2023:QJBGAS2ZPIO34BMLVROONRG2JT

not attested not anchored not stored refs pending

Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models

Armin Berger, Bernd Kliem, Christian Bauckhage, David Leonhard, Lars Hillebrand, Maren Pielka, Mohamed Khaled, Rafet Sifa, R\"udiger Loitz, Tim Dilmaghani, Tobias Deu{\ss}er

arxiv:2308.06111 v2 · 2023-08-11 · cs.CL · 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{QJBGAS2ZPIO34BMLVROONRG2JT}

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	2026-07-05T06:40:54.418137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8242604b597a1dbe058bac5ce6c4da4cd10be77d5502ad926fd684cce7845186

Aliases

arxiv: 2308.06111 · arxiv_version: 2308.06111v2 · doi: 10.48550/arxiv.2308.06111 · pith_short_12: QJBGAS2ZPIO3 · pith_short_16: QJBGAS2ZPIO34BML · pith_short_8: QJBGAS2Z

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/QJBGAS2ZPIO34BMLVROONRG2JT \
  | 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: 8242604b597a1dbe058bac5ce6c4da4cd10be77d5502ad926fd684cce7845186

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fce8a5d5cff1541b9daf8fc4554b439024ced00b826936b1eee2da5de41e5944",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-11T12:55:09Z",
    "title_canon_sha256": "4ca630ad5865ac12fb2797ce89b18bee68f41190f3b7c8e71a89a2f3740c74d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.06111",
    "kind": "arxiv",
    "version": 2
  }
}