Pith Number

pith:QQ5QDDV3

pith:2025:QQ5QDDV3JBRTJ4O2SNLHNB76Y4

not attested not anchored not stored refs pending

Understanding Financial Reasoning in AI: A Multimodal Benchmark and Error Learning Approach

Chunhou Liu, Ciprian Doru Giurcuaneanu, Haizhou Peng, Jiachen Xu, Jiamou Liu, Shuangyan Deng

arxiv:2506.06282 v1 · 2025-04-22 · 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{QQ5QDDV3JBRTJ4O2SNLHNB76Y4}

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

FIND: Toward Multimodal Financial Reasoning and Question Answering for Indic Languages

Receipt and verification

First computed	2026-07-05T11:17:47.298624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

843b018ebb486334f1da93567687fec73e933918e42f826e29dd680af3346d59

Aliases

arxiv: 2506.06282 · arxiv_version: 2506.06282v1 · doi: 10.48550/arxiv.2506.06282 · pith_short_12: QQ5QDDV3JBRT · pith_short_16: QQ5QDDV3JBRTJ4O2 · pith_short_8: QQ5QDDV3

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/QQ5QDDV3JBRTJ4O2SNLHNB76Y4 \
  | 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: 843b018ebb486334f1da93567687fec73e933918e42f826e29dd680af3346d59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4be80f39300f5aa2892f8ccf2b0c1af41ada43dc4f696c0bd785ffad4fd83d35",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-22T07:25:03Z",
    "title_canon_sha256": "a32987d02e3c5008d0117e52ee16636860f3364ad6e70120e06ec187b7c1c4d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06282",
    "kind": "arxiv",
    "version": 1
  }
}