Pith Number

pith:WMAIS7EP

pith:2024:WMAIS7EP6WJELMFNXKMLRZLQKC

not attested not anchored not stored refs pending

FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning

Changhyeon Kim, Seunghee Kim, Taeuk Kim

arxiv:2412.12567 v4 · 2024-12-17 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WMAIS7EP6WJELMFNXKMLRZLQKC}

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	2026-07-05T11:12:23.498229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b300897c8ff59245b0adba98b8e57050a6cb3f780cafaa5095c636fbddc57ab2

Aliases

arxiv: 2412.12567 · arxiv_version: 2412.12567v4 · doi: 10.48550/arxiv.2412.12567 · pith_short_12: WMAIS7EP6WJE · pith_short_16: WMAIS7EP6WJELMFN · pith_short_8: WMAIS7EP

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/WMAIS7EP6WJELMFNXKMLRZLQKC \
  | 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: b300897c8ff59245b0adba98b8e57050a6cb3f780cafaa5095c636fbddc57ab2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "834bb0e60c5aa38377ccf6ad7e65b4ff357b5e8af37ff3a7fa8284dd921ba89d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-17T05:50:55Z",
    "title_canon_sha256": "b6bf0f69c0c4e904ca5352395bff2f25ab3d685045092cf94cedc9dd7a8bea49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12567",
    "kind": "arxiv",
    "version": 4
  }
}